From c0dec0344c1b25c143dbf3ec96a09d0f0fcaef47 Mon Sep 17 00:00:00 2001
From: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
Date: Sat, 25 Jul 2026 13:11:30 +0000
Subject: [PATCH 1/3] feat(wavespeed): add WaveSpeedAI as an OpenAI-compatible
 LLM provider

---
 litellm/constants.py                          |    2 +
 .../get_llm_provider_logic.py                 |    3 +
 litellm/llms/openai_like/providers.json       |    7 +
 ...odel_prices_and_context_window_backup.json | 1505 +++++++++++++++++
 litellm/types/utils.py                        |    1 +
 model_prices_and_context_window.json          | 1505 +++++++++++++++++
 provider_endpoints_support.json               |   17 +
 .../openai_like/test_wavespeed_provider.py    |  165 ++
 8 files changed, 3205 insertions(+)
 create mode 100644 tests/test_litellm/llms/openai_like/test_wavespeed_provider.py

diff --git a/litellm/constants.py b/litellm/constants.py
index 62d351cffe9..9cbd11e87c5 100644
--- a/litellm/constants.py
+++ b/litellm/constants.py
@@ -728,6 +728,7 @@
     "https://api.libertai.io/v1",
     "https://pinstripes.io/v1",
     "https://api.meta.ai/v1",
+    "https://llm.wavespeed.ai/v1",
 ]
 
 
@@ -795,6 +796,7 @@
     "pinstripes",  # Pinstripes - JSON-configured provider
     "darkbloom",
     "meta",  # Meta Model API (Muse Spark) - JSON-configured provider
+    "wavespeed",  # WaveSpeedAI - JSON-configured provider
 ]
 openai_text_completion_compatible_providers: List = [  # providers that support `/v1/completions`
     "together_ai",
diff --git a/litellm/litellm_core_utils/get_llm_provider_logic.py b/litellm/litellm_core_utils/get_llm_provider_logic.py
index 487a7b7e25f..c7ff0eeea41 100644
--- a/litellm/litellm_core_utils/get_llm_provider_logic.py
+++ b/litellm/litellm_core_utils/get_llm_provider_logic.py
@@ -349,6 +349,9 @@ def get_llm_provider(
                     elif endpoint == "https://api.meta.ai/v1":
                         custom_llm_provider = "meta"
                         dynamic_api_key = get_secret_str("META_API_KEY")
+                    elif endpoint == "https://llm.wavespeed.ai/v1":
+                        custom_llm_provider = "wavespeed"
+                        dynamic_api_key = get_secret_str("WAVESPEED_API_KEY")
 
                     if api_base is not None and not isinstance(api_base, str):
                         raise Exception("api base needs to be a string. api_base={}".format(api_base))
diff --git a/litellm/llms/openai_like/providers.json b/litellm/llms/openai_like/providers.json
index 164100d4194..82301b5ce92 100644
--- a/litellm/llms/openai_like/providers.json
+++ b/litellm/llms/openai_like/providers.json
@@ -183,5 +183,12 @@
       "max_completion_tokens": "max_tokens"
     },
     "supported_endpoints": ["/v1/chat/completions", "/v1/responses", "/v1/embeddings"]
+  },
+  "wavespeed": {
+    "base_url": "https://llm.wavespeed.ai/v1",
+    "api_key_env": "WAVESPEED_API_KEY",
+    "api_base_env": "WAVESPEED_API_BASE",
+    "base_class": "openai_gpt",
+    "supported_endpoints": ["/v1/chat/completions", "/v1/responses", "/v1/messages"]
   }
 }
diff --git a/litellm/model_prices_and_context_window_backup.json b/litellm/model_prices_and_context_window_backup.json
index d43eda39b1f..bf13243a348 100644
--- a/litellm/model_prices_and_context_window_backup.json
+++ b/litellm/model_prices_and_context_window_backup.json
@@ -46134,6 +46134,1511 @@
         "supports_reasoning": false,
         "source": "https://pinstripes.io/pricing"
     },
+    "wavespeed/ai21/jamba-large-1.7": {
+        "litellm_provider": "wavespeed",
+        "mode": "chat",
+        "max_input_tokens": 251904,
+        "max_output_tokens": 4096,
+        "max_tokens": 4096,
+        "input_cost_per_token": 2e-06,
+        "output_cost_per_token": 8e-06,
+        "supports_function_calling": true,
+        "supports_tool_choice": true,
+        "supports_response_schema": false,
+        "supports_reasoning": false,
+        "supports_prompt_caching": false,
+        "source": "https://llm.wavespeed.ai/v1/models"
+    },
+    "wavespeed/aion-labs/aion-2.0": {
+        "litellm_provider": "wavespeed",
+        "mode": "chat",
+        "max_input_tokens": 98304,
+        "max_output_tokens": 32768,
+        "max_tokens": 32768,
+        "input_cost_per_token": 8e-07,
+        "output_cost_per_token": 1.6e-06,
+        "cache_read_input_token_cost": 2e-07,
+        "supports_function_calling": false,
+        "supports_tool_choice": false,
+        "supports_response_schema": false,
+        "supports_reasoning": true,
+        "supports_prompt_caching": true,
+        "source": "https://llm.wavespeed.ai/v1/models"
+    },
+    "wavespeed/anthropic/claude-3-haiku": {
+        "litellm_provider": "wavespeed",
+        "mode": "chat",
+        "max_input_tokens": 195904,
+        "max_output_tokens": 4096,
+        "max_tokens": 4096,
+        "input_cost_per_token": 2.5e-07,
+        "output_cost_per_token": 1.25e-06,
+        "cache_read_input_token_cost": 3e-08,
+        "cache_creation_input_token_cost": 3e-07,
+        "supports_function_calling": true,
+        "supports_tool_choice": true,
+        "supports_response_schema": false,
+        "supports_reasoning": false,
+        "supports_prompt_caching": true,
+        "source": "https://llm.wavespeed.ai/v1/models"
+    },
+    "wavespeed/anthropic/claude-fable-5": {
+        "litellm_provider": "wavespeed",
+        "mode": "chat",
+        "max_input_tokens": 872000,
+        "max_output_tokens": 128000,
+        "max_tokens": 128000,
+        "input_cost_per_token": 1e-05,
+        "output_cost_per_token": 5e-05,
+        "cache_read_input_token_cost": 1e-06,
+        "cache_creation_input_token_cost": 1.25e-05,
+        "cache_creation_input_token_cost_above_1hr": 2e-05,
+        "supports_function_calling": true,
+        "supports_tool_choice": true,
+        "supports_response_schema": true,
+        "supports_reasoning": true,
+        "supports_prompt_caching": true,
+        "source": "https://llm.wavespeed.ai/v1/models"
+    },
+    "wavespeed/anthropic/claude-haiku-4.5": {
+        "litellm_provider": "wavespeed",
+        "mode": "chat",
+        "max_input_tokens": 136000,
+        "max_output_tokens": 64000,
+        "max_tokens": 64000,
+        "input_cost_per_token": 1e-06,
+        "output_cost_per_token": 5e-06,
+        "cache_read_input_token_cost": 1e-07,
+        "cache_creation_input_token_cost": 1.25e-06,
+        "cache_creation_input_token_cost_above_1hr": 2e-06,
+        "supports_function_calling": true,
+        "supports_tool_choice": true,
+        "supports_response_schema": true,
+        "supports_reasoning": true,
+        "supports_prompt_caching": true,
+        "source": "https://llm.wavespeed.ai/v1/models"
+    },
+    "wavespeed/anthropic/claude-opus-4.5": {
+        "litellm_provider": "wavespeed",
+        "mode": "chat",
+        "max_input_tokens": 136000,
+        "max_output_tokens": 64000,
+        "max_tokens": 64000,
+        "input_cost_per_token": 5e-06,
+        "output_cost_per_token": 2.5e-05,
+        "cache_read_input_token_cost": 5e-07,
+        "cache_creation_input_token_cost": 6.25e-06,
+        "cache_creation_input_token_cost_above_1hr": 1e-05,
+        "supports_function_calling": true,
+        "supports_tool_choice": true,
+        "supports_response_schema": true,
+        "supports_reasoning": true,
+        "supports_prompt_caching": true,
+        "source": "https://llm.wavespeed.ai/v1/models"
+    },
+    "wavespeed/anthropic/claude-opus-4.6": {
+        "litellm_provider": "wavespeed",
+        "mode": "chat",
+        "max_input_tokens": 872000,
+        "max_output_tokens": 128000,
+        "max_tokens": 128000,
+        "input_cost_per_token": 5e-06,
+        "output_cost_per_token": 2.5e-05,
+        "cache_read_input_token_cost": 5e-07,
+        "cache_creation_input_token_cost": 6.25e-06,
+        "cache_creation_input_token_cost_above_1hr": 1e-05,
+        "supports_function_calling": true,
+        "supports_tool_choice": true,
+        "supports_response_schema": true,
+        "supports_reasoning": true,
+        "supports_prompt_caching": true,
+        "source": "https://llm.wavespeed.ai/v1/models"
+    },
+    "wavespeed/anthropic/claude-opus-4.7": {
+        "litellm_provider": "wavespeed",
+        "mode": "chat",
+        "max_input_tokens": 872000,
+        "max_output_tokens": 128000,
+        "max_tokens": 128000,
+        "input_cost_per_token": 5e-06,
+        "output_cost_per_token": 2.5e-05,
+        "cache_read_input_token_cost": 5e-07,
+        "cache_creation_input_token_cost": 6.25e-06,
+        "cache_creation_input_token_cost_above_1hr": 1e-05,
+        "supports_function_calling": true,
+        "supports_tool_choice": true,
+        "supports_response_schema": true,
+        "supports_reasoning": true,
+        "supports_prompt_caching": true,
+        "source": "https://llm.wavespeed.ai/v1/models"
+    },
+    "wavespeed/anthropic/claude-opus-4.8": {
+        "litellm_provider": "wavespeed",
+        "mode": "chat",
+        "max_input_tokens": 872000,
+        "max_output_tokens": 128000,
+        "max_tokens": 128000,
+        "input_cost_per_token": 5e-06,
+        "output_cost_per_token": 2.5e-05,
+        "cache_read_input_token_cost": 5e-07,
+        "cache_creation_input_token_cost": 6.25e-06,
+        "cache_creation_input_token_cost_above_1hr": 1e-05,
+        "supports_function_calling": true,
+        "supports_tool_choice": true,
+        "supports_response_schema": true,
+        "supports_reasoning": true,
+        "supports_prompt_caching": true,
+        "source": "https://llm.wavespeed.ai/v1/models"
+    },
+    "wavespeed/anthropic/claude-sonnet-4": {
+        "litellm_provider": "wavespeed",
+        "mode": "chat",
+        "max_input_tokens": 136000,
+        "max_output_tokens": 64000,
+        "max_tokens": 64000,
+        "input_cost_per_token": 3e-06,
+        "output_cost_per_token": 1.5e-05,
+        "cache_read_input_token_cost": 3e-07,
+        "cache_creation_input_token_cost": 3.75e-06,
+        "supports_function_calling": true,
+        "supports_tool_choice": true,
+        "supports_response_schema": false,
+        "supports_reasoning": true,
+        "supports_prompt_caching": true,
+        "source": "https://llm.wavespeed.ai/v1/models"
+    },
+    "wavespeed/anthropic/claude-sonnet-4.5": {
+        "litellm_provider": "wavespeed",
+        "mode": "chat",
+        "max_input_tokens": 936000,
+        "max_output_tokens": 64000,
+        "max_tokens": 64000,
+        "input_cost_per_token": 3e-06,
+        "output_cost_per_token": 1.5e-05,
+        "cache_read_input_token_cost": 3e-07,
+        "cache_creation_input_token_cost": 3.75e-06,
+        "cache_creation_input_token_cost_above_1hr": 6e-06,
+        "supports_function_calling": true,
+        "supports_tool_choice": true,
+        "supports_response_schema": true,
+        "supports_reasoning": true,
+        "supports_prompt_caching": true,
+        "source": "https://llm.wavespeed.ai/v1/models"
+    },
+    "wavespeed/anthropic/claude-sonnet-4.6": {
+        "litellm_provider": "wavespeed",
+        "mode": "chat",
+        "max_input_tokens": 872000,
+        "max_output_tokens": 128000,
+        "max_tokens": 128000,
+        "input_cost_per_token": 3e-06,
+        "output_cost_per_token": 1.5e-05,
+        "cache_read_input_token_cost": 3e-07,
+        "cache_creation_input_token_cost": 3.75e-06,
+        "cache_creation_input_token_cost_above_1hr": 6e-06,
+        "supports_function_calling": true,
+        "supports_tool_choice": true,
+        "supports_response_schema": true,
+        "supports_reasoning": true,
+        "supports_prompt_caching": true,
+        "source": "https://llm.wavespeed.ai/v1/models"
+    },
+    "wavespeed/anthropic/claude-sonnet-5": {
+        "litellm_provider": "wavespeed",
+        "mode": "chat",
+        "max_input_tokens": 872000,
+        "max_output_tokens": 128000,
+        "max_tokens": 128000,
+        "input_cost_per_token": 2e-06,
+        "output_cost_per_token": 1e-05,
+        "cache_read_input_token_cost": 2e-07,
+        "cache_creation_input_token_cost": 2.5e-06,
+        "cache_creation_input_token_cost_above_1hr": 4e-06,
+        "supports_function_calling": true,
+        "supports_tool_choice": true,
+        "supports_response_schema": true,
+        "supports_reasoning": true,
+        "supports_prompt_caching": true,
+        "source": "https://llm.wavespeed.ai/v1/models"
+    },
+    "wavespeed/bytedance/ui-tars-1.5-7b": {
+        "litellm_provider": "wavespeed",
+        "mode": "chat",
+        "max_input_tokens": 125952,
+        "max_output_tokens": 2048,
+        "max_tokens": 2048,
+        "input_cost_per_token": 1e-07,
+        "output_cost_per_token": 2e-07,
+        "cache_read_input_token_cost": 1e-07,
+        "supports_function_calling": false,
+        "supports_tool_choice": false,
+        "supports_response_schema": true,
+        "supports_reasoning": false,
+        "supports_prompt_caching": true,
+        "source": "https://llm.wavespeed.ai/v1/models"
+    },
+    "wavespeed/deepseek/deepseek-chat": {
+        "litellm_provider": "wavespeed",
+        "mode": "chat",
+        "max_input_tokens": 163840,
+        "max_output_tokens": 163840,
+        "max_tokens": 163840,
+        "input_cost_per_token": 3.2e-07,
+        "output_cost_per_token": 8.9e-07,
+        "supports_function_calling": true,
+        "supports_tool_choice": true,
+        "supports_response_schema": true,
+        "supports_reasoning": false,
+        "supports_prompt_caching": false,
+        "source": "https://llm.wavespeed.ai/v1/models"
+    },
+    "wavespeed/deepseek/deepseek-r1": {
+        "litellm_provider": "wavespeed",
+        "mode": "chat",
+        "max_input_tokens": 48000,
+        "max_output_tokens": 16000,
+        "max_tokens": 16000,
+        "input_cost_per_token": 7e-07,
+        "output_cost_per_token": 2.5e-06,
+        "supports_function_calling": true,
+        "supports_tool_choice": true,
+        "supports_response_schema": true,
+        "supports_reasoning": true,
+        "supports_prompt_caching": false,
+        "source": "https://llm.wavespeed.ai/v1/models"
+    },
+    "wavespeed/deepseek/deepseek-v3.2": {
+        "litellm_provider": "wavespeed",
+        "mode": "chat",
+        "max_input_tokens": 163840,
+        "max_output_tokens": 65536,
+        "max_tokens": 65536,
+        "input_cost_per_token": 2.6e-07,
+        "output_cost_per_token": 3.8e-07,
+        "cache_read_input_token_cost": 2.52e-08,
+        "supports_function_calling": true,
+        "supports_tool_choice": true,
+        "supports_response_schema": true,
+        "supports_reasoning": true,
+        "supports_prompt_caching": true,
+        "source": "https://llm.wavespeed.ai/v1/models"
+    },
+    "wavespeed/deepseek/deepseek-v4-flash": {
+        "litellm_provider": "wavespeed",
+        "mode": "chat",
+        "max_input_tokens": 664576,
+        "max_output_tokens": 384000,
+        "max_tokens": 384000,
+        "input_cost_per_token": 1.7e-07,
+        "output_cost_per_token": 3.4e-07,
+        "cache_read_input_token_cost": 2.8e-08,
+        "supports_function_calling": true,
+        "supports_tool_choice": true,
+        "supports_response_schema": true,
+        "supports_reasoning": true,
+        "supports_prompt_caching": true,
+        "source": "https://llm.wavespeed.ai/v1/models"
+    },
+    "wavespeed/deepseek/deepseek-v4-pro": {
+        "litellm_provider": "wavespeed",
+        "mode": "chat",
+        "max_input_tokens": 664576,
+        "max_output_tokens": 384000,
+        "max_tokens": 384000,
+        "input_cost_per_token": 1.84e-06,
+        "output_cost_per_token": 3.66e-06,
+        "cache_read_input_token_cost": 1.3e-07,
+        "supports_function_calling": true,
+        "supports_tool_choice": true,
+        "supports_response_schema": true,
+        "supports_reasoning": true,
+        "supports_prompt_caching": true,
+        "source": "https://llm.wavespeed.ai/v1/models"
+    },
+    "wavespeed/google/gemini-2.5-flash": {
+        "litellm_provider": "wavespeed",
+        "mode": "chat",
+        "max_input_tokens": 983041,
+        "max_output_tokens": 65535,
+        "max_tokens": 65535,
+        "input_cost_per_token": 3e-07,
+        "output_cost_per_token": 2.5e-06,
+        "cache_read_input_token_cost": 3e-08,
+        "cache_creation_input_token_cost": 8.3333e-08,
+        "supports_function_calling": true,
+        "supports_tool_choice": true,
+        "supports_response_schema": true,
+        "supports_reasoning": true,
+        "supports_prompt_caching": true,
+        "source": "https://llm.wavespeed.ai/v1/models"
+    },
+    "wavespeed/google/gemini-2.5-flash-lite": {
+        "litellm_provider": "wavespeed",
+        "mode": "chat",
+        "max_input_tokens": 983041,
+        "max_output_tokens": 65535,
+        "max_tokens": 65535,
+        "input_cost_per_token": 1e-07,
+        "output_cost_per_token": 4e-07,
+        "cache_read_input_token_cost": 1e-08,
+        "cache_creation_input_token_cost": 8.3333e-08,
+        "supports_function_calling": true,
+        "supports_tool_choice": true,
+        "supports_response_schema": true,
+        "supports_reasoning": true,
+        "supports_prompt_caching": true,
+        "source": "https://llm.wavespeed.ai/v1/models"
+    },
+    "wavespeed/google/gemini-2.5-pro": {
+        "litellm_provider": "wavespeed",
+        "mode": "chat",
+        "max_input_tokens": 983040,
+        "max_output_tokens": 65536,
+        "max_tokens": 65536,
+        "input_cost_per_token": 1.25e-06,
+        "output_cost_per_token": 1e-05,
+        "input_cost_per_token_above_200000_tokens": 2.5e-06,
+        "output_cost_per_token_above_200000_tokens": 1.5e-05,
+        "supports_function_calling": true,
+        "supports_tool_choice": true,
+        "supports_response_schema": true,
+        "supports_reasoning": true,
+        "supports_prompt_caching": false,
+        "source": "https://llm.wavespeed.ai/v1/models"
+    },
+    "wavespeed/google/gemini-3-flash-preview": {
+        "litellm_provider": "wavespeed",
+        "mode": "chat",
+        "max_input_tokens": 983040,
+        "max_output_tokens": 65536,
+        "max_tokens": 65536,
+        "input_cost_per_token": 5e-07,
+        "output_cost_per_token": 3e-06,
+        "cache_read_input_token_cost": 5e-08,
+        "cache_creation_input_token_cost": 8.3333e-08,
+        "output_cost_per_reasoning_token": 3e-06,
+        "supports_function_calling": true,
+        "supports_tool_choice": true,
+        "supports_response_schema": true,
+        "supports_reasoning": true,
+        "supports_prompt_caching": true,
+        "source": "https://llm.wavespeed.ai/v1/models"
+    },
+    "wavespeed/google/gemini-3-pro-image-preview": {
+        "litellm_provider": "wavespeed",
+        "mode": "chat",
+        "max_input_tokens": 32768,
+        "max_output_tokens": 32768,
+        "max_tokens": 32768,
+        "input_cost_per_token": 2e-06,
+        "output_cost_per_token": 1.2e-05,
+        "cache_read_input_token_cost": 2e-07,
+        "cache_creation_input_token_cost": 3.75e-07,
+        "output_cost_per_image_token": 0.00012,
+        "supports_function_calling": false,
+        "supports_tool_choice": false,
+        "supports_response_schema": true,
+        "supports_reasoning": true,
+        "supports_prompt_caching": true,
+        "source": "https://llm.wavespeed.ai/v1/models"
+    },
+    "wavespeed/google/gemini-3.1-flash-image-preview": {
+        "litellm_provider": "wavespeed",
+        "mode": "chat",
+        "max_input_tokens": 65536,
+        "max_output_tokens": 65536,
+        "max_tokens": 65536,
+        "input_cost_per_token": 5e-07,
+        "output_cost_per_token": 3e-06,
+        "output_cost_per_image_token": 6e-05,
+        "supports_function_calling": false,
+        "supports_tool_choice": false,
+        "supports_response_schema": true,
+        "supports_reasoning": true,
+        "supports_prompt_caching": false,
+        "source": "https://llm.wavespeed.ai/v1/models"
+    },
+    "wavespeed/google/gemini-3.1-flash-lite": {
+        "litellm_provider": "wavespeed",
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+        "supports_function_calling": true,
+        "supports_tool_choice": true,
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+        "supports_reasoning": true,
+        "supports_prompt_caching": true,
+        "source": "https://llm.wavespeed.ai/v1/models"
+    },
+    "wavespeed/z-ai/glm-5.1": {
+        "litellm_provider": "wavespeed",
+        "mode": "chat",
+        "max_input_tokens": 202752,
+        "max_tokens": 202752,
+        "input_cost_per_token": 1.4e-06,
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+        "supports_reasoning": true,
+        "supports_prompt_caching": true,
+        "source": "https://llm.wavespeed.ai/v1/models"
+    },
+    "wavespeed/z-ai/glm-5.2": {
+        "litellm_provider": "wavespeed",
+        "mode": "chat",
+        "max_input_tokens": 786432,
+        "max_output_tokens": 262144,
+        "max_tokens": 262144,
+        "input_cost_per_token": 1.4e-06,
+        "output_cost_per_token": 4.4e-06,
+        "cache_read_input_token_cost": 2.6e-07,
+        "supports_function_calling": true,
+        "supports_tool_choice": true,
+        "supports_response_schema": true,
+        "supports_reasoning": true,
+        "supports_prompt_caching": true,
+        "source": "https://llm.wavespeed.ai/v1/models"
+    },
     "fallback_generalizations": {
         "rules": [
             {
diff --git a/litellm/types/utils.py b/litellm/types/utils.py
index e4dfac48141..bc1d9ab1838 100644
--- a/litellm/types/utils.py
+++ b/litellm/types/utils.py
@@ -3510,6 +3510,7 @@ class LlmProviders(str, Enum):
     PINSTRIPES = "pinstripes"
     DARKBLOOM = "darkbloom"
     META = "meta"
+    WAVESPEED = "wavespeed"
     LITELLM_AGENT = "litellm_agent"
     CURSOR = "cursor"
     BEDROCK_MANTLE = "bedrock_mantle"
diff --git a/model_prices_and_context_window.json b/model_prices_and_context_window.json
index 749b2566c2a..1687c8a6385 100644
--- a/model_prices_and_context_window.json
+++ b/model_prices_and_context_window.json
@@ -46256,6 +46256,1511 @@
         "supports_system_messages": true,
         "supports_tool_choice": true
     },
+    "wavespeed/ai21/jamba-large-1.7": {
+        "litellm_provider": "wavespeed",
+        "mode": "chat",
+        "max_input_tokens": 251904,
+        "max_output_tokens": 4096,
+        "max_tokens": 4096,
+        "input_cost_per_token": 2e-06,
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+        "supports_function_calling": true,
+        "supports_tool_choice": true,
+        "supports_response_schema": false,
+        "supports_reasoning": false,
+        "supports_prompt_caching": false,
+        "source": "https://llm.wavespeed.ai/v1/models"
+    },
+    "wavespeed/aion-labs/aion-2.0": {
+        "litellm_provider": "wavespeed",
+        "mode": "chat",
+        "max_input_tokens": 98304,
+        "max_output_tokens": 32768,
+        "max_tokens": 32768,
+        "input_cost_per_token": 8e-07,
+        "output_cost_per_token": 1.6e-06,
+        "cache_read_input_token_cost": 2e-07,
+        "supports_function_calling": false,
+        "supports_tool_choice": false,
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+        "supports_reasoning": true,
+        "supports_prompt_caching": true,
+        "source": "https://llm.wavespeed.ai/v1/models"
+    },
+    "wavespeed/anthropic/claude-3-haiku": {
+        "litellm_provider": "wavespeed",
+        "mode": "chat",
+        "max_input_tokens": 195904,
+        "max_output_tokens": 4096,
+        "max_tokens": 4096,
+        "input_cost_per_token": 2.5e-07,
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+        "supports_tool_choice": true,
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+        "supports_reasoning": false,
+        "supports_prompt_caching": true,
+        "source": "https://llm.wavespeed.ai/v1/models"
+    },
+    "wavespeed/anthropic/claude-fable-5": {
+        "litellm_provider": "wavespeed",
+        "mode": "chat",
+        "max_input_tokens": 872000,
+        "max_output_tokens": 128000,
+        "max_tokens": 128000,
+        "input_cost_per_token": 1e-05,
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+        "cache_creation_input_token_cost_above_1hr": 2e-05,
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+        "supports_prompt_caching": true,
+        "source": "https://llm.wavespeed.ai/v1/models"
+    },
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+        "litellm_provider": "wavespeed",
+        "mode": "chat",
+        "max_input_tokens": 136000,
+        "max_output_tokens": 64000,
+        "max_tokens": 64000,
+        "input_cost_per_token": 1e-06,
+        "output_cost_per_token": 5e-06,
+        "cache_read_input_token_cost": 1e-07,
+        "cache_creation_input_token_cost": 1.25e-06,
+        "cache_creation_input_token_cost_above_1hr": 2e-06,
+        "supports_function_calling": true,
+        "supports_tool_choice": true,
+        "supports_response_schema": true,
+        "supports_reasoning": true,
+        "supports_prompt_caching": true,
+        "source": "https://llm.wavespeed.ai/v1/models"
+    },
+    "wavespeed/anthropic/claude-opus-4.5": {
+        "litellm_provider": "wavespeed",
+        "mode": "chat",
+        "max_input_tokens": 136000,
+        "max_output_tokens": 64000,
+        "max_tokens": 64000,
+        "input_cost_per_token": 5e-06,
+        "output_cost_per_token": 2.5e-05,
+        "cache_read_input_token_cost": 5e-07,
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+        "cache_creation_input_token_cost_above_1hr": 1e-05,
+        "supports_function_calling": true,
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+        "supports_reasoning": true,
+        "supports_prompt_caching": true,
+        "source": "https://llm.wavespeed.ai/v1/models"
+    },
+    "wavespeed/anthropic/claude-opus-4.6": {
+        "litellm_provider": "wavespeed",
+        "mode": "chat",
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+        "max_output_tokens": 128000,
+        "max_tokens": 128000,
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+        "supports_function_calling": true,
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+        "supports_reasoning": true,
+        "supports_prompt_caching": true,
+        "source": "https://llm.wavespeed.ai/v1/models"
+    },
+    "wavespeed/anthropic/claude-opus-4.7": {
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+        "max_output_tokens": 64000,
+        "max_tokens": 64000,
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+        "source": "https://llm.wavespeed.ai/v1/models"
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+        "source": "https://llm.wavespeed.ai/v1/models"
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+        "litellm_provider": "wavespeed",
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+        "max_output_tokens": 163840,
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+        "source": "https://llm.wavespeed.ai/v1/models"
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+        "supports_reasoning": true,
+        "supports_prompt_caching": true,
+        "source": "https://llm.wavespeed.ai/v1/models"
+    },
+    "wavespeed/z-ai/glm-5.2": {
+        "litellm_provider": "wavespeed",
+        "mode": "chat",
+        "max_input_tokens": 786432,
+        "max_output_tokens": 262144,
+        "max_tokens": 262144,
+        "input_cost_per_token": 1.4e-06,
+        "output_cost_per_token": 4.4e-06,
+        "cache_read_input_token_cost": 2.6e-07,
+        "supports_function_calling": true,
+        "supports_tool_choice": true,
+        "supports_response_schema": true,
+        "supports_reasoning": true,
+        "supports_prompt_caching": true,
+        "source": "https://llm.wavespeed.ai/v1/models"
+    },
     "fallback_generalizations": {
         "rules": [
             {
diff --git a/provider_endpoints_support.json b/provider_endpoints_support.json
index 65db63dc045..0cd08e430cd 100644
--- a/provider_endpoints_support.json
+++ b/provider_endpoints_support.json
@@ -2548,6 +2548,23 @@
         "interactions": true
       }
     },
+    "wavespeed": {
+      "display_name": "WaveSpeedAI (`wavespeed`)",
+      "url": "https://docs.litellm.ai/docs/providers/wavespeed",
+      "endpoints": {
+        "chat_completions": true,
+        "messages": true,
+        "responses": true,
+        "embeddings": false,
+        "image_generations": false,
+        "audio_transcriptions": false,
+        "audio_speech": false,
+        "moderations": false,
+        "batches": false,
+        "rerank": false,
+        "a2a": false
+      }
+    },
     "watsonx_text": {
       "display_name": "Watsonx Text (`watsonx_text`)",
       "url": "https://docs.litellm.ai/docs/providers/watsonx",
diff --git a/tests/test_litellm/llms/openai_like/test_wavespeed_provider.py b/tests/test_litellm/llms/openai_like/test_wavespeed_provider.py
new file mode 100644
index 00000000000..ae7530684e2
--- /dev/null
+++ b/tests/test_litellm/llms/openai_like/test_wavespeed_provider.py
@@ -0,0 +1,165 @@
+"""
+Tests for the WaveSpeedAI LLM provider configuration and integration.
+"""
+
+import litellm
+
+
+class TestWavespeedProviderConfig:
+    def test_wavespeed_in_provider_list(self):
+        from litellm import LlmProviders
+
+        assert LlmProviders.WAVESPEED.value == "wavespeed"
+        assert "wavespeed" in litellm.provider_list
+
+    def test_wavespeed_json_config(self):
+        from litellm.llms.openai_like.json_loader import JSONProviderRegistry
+
+        provider = JSONProviderRegistry.get("wavespeed")
+        assert provider is not None
+        assert provider.base_url == "https://llm.wavespeed.ai/v1"
+        assert provider.api_key_env == "WAVESPEED_API_KEY"
+        assert provider.api_base_env == "WAVESPEED_API_BASE"
+        assert JSONProviderRegistry.supports_responses_api("wavespeed")
+
+    def test_wavespeed_in_openai_compatible_providers(self):
+        from litellm.constants import openai_compatible_providers
+
+        assert "wavespeed" in openai_compatible_providers
+
+    def test_provider_prefixed_model_keeps_upstream_prefix(self):
+        """WaveSpeed model ids are themselves `{provider}/{model}`, so only the routing prefix may be stripped."""
+        from litellm.litellm_core_utils.get_llm_provider_logic import get_llm_provider
+
+        model, provider, api_key, api_base = get_llm_provider(
+            model="wavespeed/anthropic/claude-opus-4.8",
+            custom_llm_provider=None,
+            api_base=None,
+            api_key="sk-test",
+        )
+
+        assert model == "anthropic/claude-opus-4.8"
+        assert provider == "wavespeed"
+        assert api_key == "sk-test"
+        assert api_base == "https://llm.wavespeed.ai/v1"
+
+    def test_api_key_and_base_resolved_from_env(self, monkeypatch):
+        from litellm.litellm_core_utils.get_llm_provider_logic import get_llm_provider
+
+        monkeypatch.setenv("WAVESPEED_API_KEY", "sk-env-key")
+        monkeypatch.setenv("WAVESPEED_API_BASE", "https://proxy.internal/v1")
+
+        _, provider, api_key, api_base = get_llm_provider(
+            model="wavespeed/deepseek/deepseek-v4-flash",
+            custom_llm_provider=None,
+            api_base=None,
+            api_key=None,
+        )
+
+        assert provider == "wavespeed"
+        assert api_key == "sk-env-key"
+        assert api_base == "https://proxy.internal/v1"
+
+    def test_url_autodetection_from_api_base(self, monkeypatch):
+        from litellm.litellm_core_utils.get_llm_provider_logic import get_llm_provider
+
+        monkeypatch.setenv("WAVESPEED_API_KEY", "sk-env-key")
+
+        _, provider, api_key, api_base = get_llm_provider(
+            model="glm-5",
+            custom_llm_provider=None,
+            api_base="https://llm.wavespeed.ai/v1",
+            api_key=None,
+        )
+
+        assert provider == "wavespeed"
+        assert api_key == "sk-env-key"
+
+    def test_chat_completions_url(self):
+        config = litellm.ProviderConfigManager.get_provider_chat_config(
+            model="anthropic/claude-opus-4.8", provider=litellm.LlmProviders.WAVESPEED
+        )
+        assert config is not None
+        assert (
+            config.get_complete_url(
+                api_base=None,
+                api_key="sk-test",
+                model="anthropic/claude-opus-4.8",
+                optional_params={},
+                litellm_params={},
+            )
+            == "https://llm.wavespeed.ai/v1/chat/completions"
+        )
+
+    def test_anthropic_messages_passthrough(self):
+        from litellm.llms.openai_like.messages.transformation import (
+            JSONProviderAnthropicMessagesConfig,
+        )
+
+        config = litellm.ProviderConfigManager.get_provider_anthropic_messages_config(
+            model="anthropic/claude-opus-4.8", provider=litellm.LlmProviders.WAVESPEED
+        )
+        assert isinstance(config, JSONProviderAnthropicMessagesConfig)
+        assert (
+            config.get_complete_url(
+                api_base=None,
+                api_key="sk-test",
+                model="anthropic/claude-opus-4.8",
+                optional_params={},
+                litellm_params={},
+            )
+            == "https://llm.wavespeed.ai/v1/messages"
+        )
+
+
+class TestWavespeedModelInfo:
+    def test_claude_opus_pricing_and_capabilities(self):
+        info = litellm.get_model_info("wavespeed/anthropic/claude-opus-4.8")
+
+        assert info["litellm_provider"] == "wavespeed"
+        assert info["input_cost_per_token"] == 5e-06
+        assert info["output_cost_per_token"] == 2.5e-05
+        assert info["cache_read_input_token_cost"] == 5e-07
+        assert info["cache_creation_input_token_cost"] == 6.25e-06
+        assert info["max_input_tokens"] == 872000
+        assert info["max_output_tokens"] == 128000
+        assert info["supports_function_calling"] is True
+        assert info["supports_prompt_caching"] is True
+
+    def test_non_tool_model_does_not_advertise_function_calling(self):
+        info = litellm.get_model_info("wavespeed/aion-labs/aion-2.0")
+
+        assert info["supports_function_calling"] is False
+        assert info["supports_reasoning"] is True
+
+    def test_cost_calculation(self):
+        from litellm import completion_cost
+        from litellm.types.utils import ModelResponse, Usage
+
+        response = ModelResponse(
+            model="anthropic/claude-opus-4.8",
+            usage=Usage(prompt_tokens=1000, completion_tokens=500, total_tokens=1500),
+        )
+        cost = completion_cost(
+            completion_response=response,
+            model="wavespeed/anthropic/claude-opus-4.8",
+            custom_llm_provider="wavespeed",
+        )
+
+        assert abs(cost - (1000 * 5e-06 + 500 * 2.5e-05)) < 1e-12
+
+    def test_long_context_tier_pricing(self):
+        from litellm import completion_cost
+        from litellm.types.utils import ModelResponse, Usage
+
+        response = ModelResponse(
+            model="qwen/qwen3.6-flash",
+            usage=Usage(prompt_tokens=300_000, completion_tokens=1_000, total_tokens=301_000),
+        )
+        cost = completion_cost(
+            completion_response=response,
+            model="wavespeed/qwen/qwen3.6-flash",
+            custom_llm_provider="wavespeed",
+        )
+
+        assert abs(cost - (300_000 * 1e-06 + 1_000 * 4e-06)) < 1e-9

From 9514410f77aff355a45e639eda1e997c558aa3c8 Mon Sep 17 00:00:00 2001
From: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
Date: Sat, 25 Jul 2026 13:39:39 +0000
Subject: [PATCH 2/3] fix(wavespeed): use k-suffixed long-context price keys
 and inherit upstream capability flags

---
 ...odel_prices_and_context_window_backup.json | 157 +++++++++++++++---
 model_prices_and_context_window.json          | 157 +++++++++++++++---
 2 files changed, 262 insertions(+), 52 deletions(-)

diff --git a/litellm/model_prices_and_context_window_backup.json b/litellm/model_prices_and_context_window_backup.json
index bf13243a348..0ea11ec9639 100644
--- a/litellm/model_prices_and_context_window_backup.json
+++ b/litellm/model_prices_and_context_window_backup.json
@@ -46180,6 +46180,7 @@
         "supports_response_schema": false,
         "supports_reasoning": false,
         "supports_prompt_caching": true,
+        "supports_vision": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/anthropic/claude-fable-5": {
@@ -46198,6 +46199,10 @@
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": true,
+        "supports_pdf_input": true,
+        "supports_adaptive_thinking": true,
+        "supports_sampling_params": false,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/anthropic/claude-haiku-4.5": {
@@ -46216,6 +46221,8 @@
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": true,
+        "supports_pdf_input": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/anthropic/claude-opus-4.5": {
@@ -46234,6 +46241,8 @@
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": true,
+        "supports_pdf_input": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/anthropic/claude-opus-4.6": {
@@ -46252,6 +46261,9 @@
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": true,
+        "supports_pdf_input": true,
+        "supports_adaptive_thinking": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/anthropic/claude-opus-4.7": {
@@ -46270,6 +46282,10 @@
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": true,
+        "supports_pdf_input": true,
+        "supports_adaptive_thinking": true,
+        "supports_sampling_params": false,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/anthropic/claude-opus-4.8": {
@@ -46288,6 +46304,10 @@
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": true,
+        "supports_pdf_input": true,
+        "supports_adaptive_thinking": true,
+        "supports_sampling_params": false,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/anthropic/claude-sonnet-4": {
@@ -46305,6 +46325,7 @@
         "supports_response_schema": false,
         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/anthropic/claude-sonnet-4.5": {
@@ -46323,6 +46344,8 @@
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": true,
+        "supports_pdf_input": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/anthropic/claude-sonnet-4.6": {
@@ -46341,6 +46364,9 @@
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": true,
+        "supports_pdf_input": true,
+        "supports_adaptive_thinking": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/anthropic/claude-sonnet-5": {
@@ -46359,6 +46385,10 @@
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": true,
+        "supports_pdf_input": true,
+        "supports_adaptive_thinking": true,
+        "supports_sampling_params": false,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/bytedance/ui-tars-1.5-7b": {
@@ -46437,6 +46467,7 @@
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": false,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/deepseek/deepseek-v4-pro": {
@@ -46453,6 +46484,7 @@
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": false,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/google/gemini-2.5-flash": {
@@ -46470,6 +46502,8 @@
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": true,
+        "supports_pdf_input": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/google/gemini-2.5-flash-lite": {
@@ -46487,6 +46521,8 @@
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": true,
+        "supports_pdf_input": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/google/gemini-2.5-pro": {
@@ -46497,13 +46533,16 @@
         "max_tokens": 65536,
         "input_cost_per_token": 1.25e-06,
         "output_cost_per_token": 1e-05,
-        "input_cost_per_token_above_200000_tokens": 2.5e-06,
-        "output_cost_per_token_above_200000_tokens": 1.5e-05,
+        "input_cost_per_token_above_200k_tokens": 2.5e-06,
+        "output_cost_per_token_above_200k_tokens": 1.5e-05,
         "supports_function_calling": true,
         "supports_tool_choice": true,
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": false,
+        "supports_vision": true,
+        "supports_pdf_input": true,
+        "supports_audio_input": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/google/gemini-3-flash-preview": {
@@ -46522,6 +46561,8 @@
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": true,
+        "supports_pdf_input": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/google/gemini-3-pro-image-preview": {
@@ -46574,6 +46615,9 @@
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": true,
+        "supports_pdf_input": true,
+        "supports_audio_input": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/google/gemini-3.1-flash-lite-preview": {
@@ -46591,6 +46635,9 @@
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": true,
+        "supports_pdf_input": true,
+        "supports_audio_input": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/google/gemini-3.1-pro-preview": {
@@ -46603,13 +46650,16 @@
         "output_cost_per_token": 1.2e-05,
         "cache_read_input_token_cost": 2e-07,
         "cache_creation_input_token_cost": 3.75e-07,
-        "input_cost_per_token_above_200000_tokens": 4e-06,
-        "output_cost_per_token_above_200000_tokens": 1.8e-05,
+        "input_cost_per_token_above_200k_tokens": 4e-06,
+        "output_cost_per_token_above_200k_tokens": 1.8e-05,
         "supports_function_calling": true,
         "supports_tool_choice": true,
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": true,
+        "supports_pdf_input": true,
+        "supports_audio_input": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/google/gemini-3.1-pro-preview-customtools": {
@@ -46622,13 +46672,16 @@
         "output_cost_per_token": 1.2e-05,
         "cache_read_input_token_cost": 2e-07,
         "cache_creation_input_token_cost": 3.75e-07,
-        "input_cost_per_token_above_200000_tokens": 4e-06,
-        "output_cost_per_token_above_200000_tokens": 1.8e-05,
+        "input_cost_per_token_above_200k_tokens": 4e-06,
+        "output_cost_per_token_above_200k_tokens": 1.8e-05,
         "supports_function_calling": true,
         "supports_tool_choice": true,
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": true,
+        "supports_pdf_input": true,
+        "supports_audio_input": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/google/gemini-3.5-flash": {
@@ -46648,6 +46701,9 @@
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": true,
+        "supports_pdf_input": true,
+        "supports_audio_input": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/google/gemma-3n-e4b-it": {
@@ -46723,6 +46779,7 @@
         "supports_response_schema": false,
         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/minimax/minimax-m2.5": {
@@ -46739,6 +46796,7 @@
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": false,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/minimax/minimax-m2.7": {
@@ -46764,8 +46822,8 @@
         "input_cost_per_token": 6e-07,
         "output_cost_per_token": 2.4e-06,
         "cache_read_input_token_cost": 1.2e-07,
-        "input_cost_per_token_above_512000_tokens": 1.2e-06,
-        "output_cost_per_token_above_512000_tokens": 4.8e-06,
+        "input_cost_per_token_above_512k_tokens": 1.2e-06,
+        "output_cost_per_token_above_512k_tokens": 4.8e-06,
         "supports_function_calling": true,
         "supports_tool_choice": true,
         "supports_response_schema": true,
@@ -46848,6 +46906,7 @@
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/moonshotai/kimi-k2.6": {
@@ -46895,6 +46954,8 @@
         "supports_response_schema": true,
         "supports_reasoning": false,
         "supports_prompt_caching": true,
+        "supports_vision": true,
+        "supports_pdf_input": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/openai/gpt-4.1-mini": {
@@ -46911,6 +46972,8 @@
         "supports_response_schema": true,
         "supports_reasoning": false,
         "supports_prompt_caching": true,
+        "supports_vision": true,
+        "supports_pdf_input": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/openai/gpt-4.1-nano": {
@@ -46927,6 +46990,8 @@
         "supports_response_schema": true,
         "supports_reasoning": false,
         "supports_prompt_caching": true,
+        "supports_vision": true,
+        "supports_pdf_input": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/openai/gpt-4o": {
@@ -46943,6 +47008,8 @@
         "supports_reasoning": false,
         "supports_prompt_caching": false,
         "supports_web_search": true,
+        "supports_vision": true,
+        "supports_pdf_input": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/openai/gpt-4o-mini": {
@@ -46960,6 +47027,8 @@
         "supports_reasoning": false,
         "supports_prompt_caching": true,
         "supports_web_search": true,
+        "supports_vision": true,
+        "supports_pdf_input": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/openai/gpt-5": {
@@ -46976,6 +47045,8 @@
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": true,
+        "supports_pdf_input": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/openai/gpt-5-chat": {
@@ -46992,6 +47063,8 @@
         "supports_response_schema": true,
         "supports_reasoning": false,
         "supports_prompt_caching": true,
+        "supports_vision": true,
+        "supports_pdf_input": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/openai/gpt-5-mini": {
@@ -47008,6 +47081,8 @@
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": true,
+        "supports_pdf_input": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/openai/gpt-5-nano": {
@@ -47024,6 +47099,8 @@
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": true,
+        "supports_pdf_input": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/openai/gpt-5.1": {
@@ -47040,6 +47117,8 @@
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": true,
+        "supports_pdf_input": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/openai/gpt-5.2": {
@@ -47056,6 +47135,8 @@
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": true,
+        "supports_pdf_input": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/openai/gpt-5.2-chat": {
@@ -47072,6 +47153,7 @@
         "supports_response_schema": true,
         "supports_reasoning": false,
         "supports_prompt_caching": true,
+        "supports_vision": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/openai/gpt-5.3-chat": {
@@ -47114,13 +47196,15 @@
         "max_tokens": 128000,
         "input_cost_per_token": 2.5e-06,
         "output_cost_per_token": 1.5e-05,
-        "input_cost_per_token_above_272000_tokens": 5e-06,
-        "output_cost_per_token_above_272000_tokens": 2.25e-05,
+        "input_cost_per_token_above_272k_tokens": 5e-06,
+        "output_cost_per_token_above_272k_tokens": 2.25e-05,
         "supports_function_calling": true,
         "supports_tool_choice": true,
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": false,
+        "supports_vision": true,
+        "supports_pdf_input": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/openai/gpt-5.4-mini": {
@@ -47137,6 +47221,8 @@
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": true,
+        "supports_pdf_input": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/openai/gpt-5.4-nano": {
@@ -47153,6 +47239,8 @@
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": true,
+        "supports_pdf_input": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/openai/gpt-5.4-pro": {
@@ -47163,8 +47251,8 @@
         "max_tokens": 128000,
         "input_cost_per_token": 3e-05,
         "output_cost_per_token": 0.00018,
-        "input_cost_per_token_above_272000_tokens": 6e-05,
-        "output_cost_per_token_above_272000_tokens": 0.00027,
+        "input_cost_per_token_above_272k_tokens": 6e-05,
+        "output_cost_per_token_above_272k_tokens": 0.00027,
         "supports_function_calling": true,
         "supports_tool_choice": true,
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@@ -47180,13 +47268,15 @@
         "max_tokens": 128000,
         "input_cost_per_token": 5e-06,
         "output_cost_per_token": 3e-05,
-        "input_cost_per_token_above_272000_tokens": 1e-05,
-        "output_cost_per_token_above_272000_tokens": 4.5e-05,
+        "input_cost_per_token_above_272k_tokens": 1e-05,
+        "output_cost_per_token_above_272k_tokens": 4.5e-05,
         "supports_function_calling": true,
         "supports_tool_choice": true,
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": false,
+        "supports_vision": true,
+        "supports_pdf_input": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/openai/gpt-5.5-pro": {
@@ -47197,8 +47287,8 @@
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         "input_cost_per_token": 3e-05,
         "output_cost_per_token": 0.00018,
-        "input_cost_per_token_above_272000_tokens": 6e-05,
-        "output_cost_per_token_above_272000_tokens": 0.00027,
+        "input_cost_per_token_above_272k_tokens": 6e-05,
+        "output_cost_per_token_above_272k_tokens": 0.00027,
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         "supports_tool_choice": true,
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@@ -47221,6 +47311,8 @@
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": true,
+        "supports_pdf_input": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/openai/gpt-5.6-sol": {
@@ -47238,6 +47330,8 @@
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": true,
+        "supports_pdf_input": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/openai/gpt-5.6-terra": {
@@ -47255,6 +47349,8 @@
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": true,
+        "supports_pdf_input": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/openai/gpt-oss-120b": {
@@ -47285,6 +47381,8 @@
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": true,
+        "supports_pdf_input": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/qwen/qwen-plus": {
@@ -47437,6 +47535,7 @@
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         "supports_reasoning": true,
         "supports_prompt_caching": false,
+        "supports_vision": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/qwen/qwen3.5-35b-a3b": {
@@ -47453,6 +47552,7 @@
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/qwen/qwen3.5-397b-a17b": {
@@ -47469,6 +47569,7 @@
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         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/qwen/qwen3.6-flash": {
@@ -47481,8 +47582,8 @@
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-        "input_cost_per_token_above_256000_tokens": 1e-06,
-        "output_cost_per_token_above_256000_tokens": 4e-06,
+        "input_cost_per_token_above_256k_tokens": 1e-06,
+        "output_cost_per_token_above_256k_tokens": 4e-06,
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         "supports_tool_choice": true,
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@@ -47498,13 +47599,14 @@
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         "output_cost_per_token": 3e-06,
-        "input_cost_per_token_above_256000_tokens": 2e-06,
-        "output_cost_per_token_above_256000_tokens": 6e-06,
+        "input_cost_per_token_above_256k_tokens": 2e-06,
+        "output_cost_per_token_above_256k_tokens": 6e-06,
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         "supports_tool_choice": true,
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": false,
+        "supports_vision": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
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@@ -47563,8 +47665,8 @@
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         "output_cost_per_token": 2.5e-06,
         "cache_read_input_token_cost": 2e-07,
-        "input_cost_per_token_above_200000_tokens": 2.5e-06,
-        "output_cost_per_token_above_200000_tokens": 5e-06,
+        "input_cost_per_token_above_200k_tokens": 2.5e-06,
+        "output_cost_per_token_above_200k_tokens": 5e-06,
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         "supports_tool_choice": true,
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@@ -47581,13 +47683,15 @@
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         "output_cost_per_token": 2e-06,
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-        "input_cost_per_token_above_256000_tokens": 8e-07,
-        "output_cost_per_token_above_256000_tokens": 4e-06,
+        "input_cost_per_token_above_256k_tokens": 8e-07,
+        "output_cost_per_token_above_256k_tokens": 4e-06,
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         "supports_tool_choice": true,
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": true,
+        "supports_audio_input": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/xiaomi/mimo-v2.5-pro": {
@@ -47599,13 +47703,14 @@
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         "output_cost_per_token": 3e-06,
         "cache_read_input_token_cost": 2e-07,
-        "input_cost_per_token_above_256000_tokens": 2e-06,
-        "output_cost_per_token_above_256000_tokens": 6e-06,
+        "input_cost_per_token_above_256k_tokens": 2e-06,
+        "output_cost_per_token_above_256k_tokens": 6e-06,
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         "supports_tool_choice": true,
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": false,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/z-ai/glm-5.1": {
diff --git a/model_prices_and_context_window.json b/model_prices_and_context_window.json
index 1687c8a6385..a24fd7047ff 100644
--- a/model_prices_and_context_window.json
+++ b/model_prices_and_context_window.json
@@ -46302,6 +46302,7 @@
         "supports_response_schema": false,
         "supports_reasoning": false,
         "supports_prompt_caching": true,
+        "supports_vision": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/anthropic/claude-fable-5": {
@@ -46320,6 +46321,10 @@
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": true,
+        "supports_pdf_input": true,
+        "supports_adaptive_thinking": true,
+        "supports_sampling_params": false,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/anthropic/claude-haiku-4.5": {
@@ -46338,6 +46343,8 @@
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": true,
+        "supports_pdf_input": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/anthropic/claude-opus-4.5": {
@@ -46356,6 +46363,8 @@
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": true,
+        "supports_pdf_input": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/anthropic/claude-opus-4.6": {
@@ -46374,6 +46383,9 @@
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": true,
+        "supports_pdf_input": true,
+        "supports_adaptive_thinking": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/anthropic/claude-opus-4.7": {
@@ -46392,6 +46404,10 @@
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": true,
+        "supports_pdf_input": true,
+        "supports_adaptive_thinking": true,
+        "supports_sampling_params": false,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/anthropic/claude-opus-4.8": {
@@ -46410,6 +46426,10 @@
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": true,
+        "supports_pdf_input": true,
+        "supports_adaptive_thinking": true,
+        "supports_sampling_params": false,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/anthropic/claude-sonnet-4": {
@@ -46427,6 +46447,7 @@
         "supports_response_schema": false,
         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/anthropic/claude-sonnet-4.5": {
@@ -46445,6 +46466,8 @@
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": true,
+        "supports_pdf_input": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/anthropic/claude-sonnet-4.6": {
@@ -46463,6 +46486,9 @@
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": true,
+        "supports_pdf_input": true,
+        "supports_adaptive_thinking": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/anthropic/claude-sonnet-5": {
@@ -46481,6 +46507,10 @@
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": true,
+        "supports_pdf_input": true,
+        "supports_adaptive_thinking": true,
+        "supports_sampling_params": false,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/bytedance/ui-tars-1.5-7b": {
@@ -46559,6 +46589,7 @@
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": false,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/deepseek/deepseek-v4-pro": {
@@ -46575,6 +46606,7 @@
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": false,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/google/gemini-2.5-flash": {
@@ -46592,6 +46624,8 @@
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": true,
+        "supports_pdf_input": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/google/gemini-2.5-flash-lite": {
@@ -46609,6 +46643,8 @@
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": true,
+        "supports_pdf_input": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/google/gemini-2.5-pro": {
@@ -46619,13 +46655,16 @@
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         "input_cost_per_token": 1.25e-06,
         "output_cost_per_token": 1e-05,
-        "input_cost_per_token_above_200000_tokens": 2.5e-06,
-        "output_cost_per_token_above_200000_tokens": 1.5e-05,
+        "input_cost_per_token_above_200k_tokens": 2.5e-06,
+        "output_cost_per_token_above_200k_tokens": 1.5e-05,
         "supports_function_calling": true,
         "supports_tool_choice": true,
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": false,
+        "supports_vision": true,
+        "supports_pdf_input": true,
+        "supports_audio_input": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/google/gemini-3-flash-preview": {
@@ -46644,6 +46683,8 @@
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": true,
+        "supports_pdf_input": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/google/gemini-3-pro-image-preview": {
@@ -46696,6 +46737,9 @@
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": true,
+        "supports_pdf_input": true,
+        "supports_audio_input": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/google/gemini-3.1-flash-lite-preview": {
@@ -46713,6 +46757,9 @@
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": true,
+        "supports_pdf_input": true,
+        "supports_audio_input": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/google/gemini-3.1-pro-preview": {
@@ -46725,13 +46772,16 @@
         "output_cost_per_token": 1.2e-05,
         "cache_read_input_token_cost": 2e-07,
         "cache_creation_input_token_cost": 3.75e-07,
-        "input_cost_per_token_above_200000_tokens": 4e-06,
-        "output_cost_per_token_above_200000_tokens": 1.8e-05,
+        "input_cost_per_token_above_200k_tokens": 4e-06,
+        "output_cost_per_token_above_200k_tokens": 1.8e-05,
         "supports_function_calling": true,
         "supports_tool_choice": true,
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": true,
+        "supports_pdf_input": true,
+        "supports_audio_input": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/google/gemini-3.1-pro-preview-customtools": {
@@ -46744,13 +46794,16 @@
         "output_cost_per_token": 1.2e-05,
         "cache_read_input_token_cost": 2e-07,
         "cache_creation_input_token_cost": 3.75e-07,
-        "input_cost_per_token_above_200000_tokens": 4e-06,
-        "output_cost_per_token_above_200000_tokens": 1.8e-05,
+        "input_cost_per_token_above_200k_tokens": 4e-06,
+        "output_cost_per_token_above_200k_tokens": 1.8e-05,
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         "supports_tool_choice": true,
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": true,
+        "supports_pdf_input": true,
+        "supports_audio_input": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/google/gemini-3.5-flash": {
@@ -46770,6 +46823,9 @@
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": true,
+        "supports_pdf_input": true,
+        "supports_audio_input": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/google/gemma-3n-e4b-it": {
@@ -46845,6 +46901,7 @@
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         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/minimax/minimax-m2.5": {
@@ -46861,6 +46918,7 @@
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         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": false,
         "source": "https://llm.wavespeed.ai/v1/models"
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     "wavespeed/minimax/minimax-m2.7": {
@@ -46886,8 +46944,8 @@
         "input_cost_per_token": 6e-07,
         "output_cost_per_token": 2.4e-06,
         "cache_read_input_token_cost": 1.2e-07,
-        "input_cost_per_token_above_512000_tokens": 1.2e-06,
-        "output_cost_per_token_above_512000_tokens": 4.8e-06,
+        "input_cost_per_token_above_512k_tokens": 1.2e-06,
+        "output_cost_per_token_above_512k_tokens": 4.8e-06,
         "supports_function_calling": true,
         "supports_tool_choice": true,
         "supports_response_schema": true,
@@ -46970,6 +47028,7 @@
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/moonshotai/kimi-k2.6": {
@@ -47017,6 +47076,8 @@
         "supports_response_schema": true,
         "supports_reasoning": false,
         "supports_prompt_caching": true,
+        "supports_vision": true,
+        "supports_pdf_input": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/openai/gpt-4.1-mini": {
@@ -47033,6 +47094,8 @@
         "supports_response_schema": true,
         "supports_reasoning": false,
         "supports_prompt_caching": true,
+        "supports_vision": true,
+        "supports_pdf_input": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/openai/gpt-4.1-nano": {
@@ -47049,6 +47112,8 @@
         "supports_response_schema": true,
         "supports_reasoning": false,
         "supports_prompt_caching": true,
+        "supports_vision": true,
+        "supports_pdf_input": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/openai/gpt-4o": {
@@ -47065,6 +47130,8 @@
         "supports_reasoning": false,
         "supports_prompt_caching": false,
         "supports_web_search": true,
+        "supports_vision": true,
+        "supports_pdf_input": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/openai/gpt-4o-mini": {
@@ -47082,6 +47149,8 @@
         "supports_reasoning": false,
         "supports_prompt_caching": true,
         "supports_web_search": true,
+        "supports_vision": true,
+        "supports_pdf_input": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/openai/gpt-5": {
@@ -47098,6 +47167,8 @@
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": true,
+        "supports_pdf_input": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/openai/gpt-5-chat": {
@@ -47114,6 +47185,8 @@
         "supports_response_schema": true,
         "supports_reasoning": false,
         "supports_prompt_caching": true,
+        "supports_vision": true,
+        "supports_pdf_input": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/openai/gpt-5-mini": {
@@ -47130,6 +47203,8 @@
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": true,
+        "supports_pdf_input": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/openai/gpt-5-nano": {
@@ -47146,6 +47221,8 @@
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": true,
+        "supports_pdf_input": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/openai/gpt-5.1": {
@@ -47162,6 +47239,8 @@
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": true,
+        "supports_pdf_input": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/openai/gpt-5.2": {
@@ -47178,6 +47257,8 @@
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": true,
+        "supports_pdf_input": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/openai/gpt-5.2-chat": {
@@ -47194,6 +47275,7 @@
         "supports_response_schema": true,
         "supports_reasoning": false,
         "supports_prompt_caching": true,
+        "supports_vision": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/openai/gpt-5.3-chat": {
@@ -47236,13 +47318,15 @@
         "max_tokens": 128000,
         "input_cost_per_token": 2.5e-06,
         "output_cost_per_token": 1.5e-05,
-        "input_cost_per_token_above_272000_tokens": 5e-06,
-        "output_cost_per_token_above_272000_tokens": 2.25e-05,
+        "input_cost_per_token_above_272k_tokens": 5e-06,
+        "output_cost_per_token_above_272k_tokens": 2.25e-05,
         "supports_function_calling": true,
         "supports_tool_choice": true,
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": false,
+        "supports_vision": true,
+        "supports_pdf_input": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/openai/gpt-5.4-mini": {
@@ -47259,6 +47343,8 @@
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": true,
+        "supports_pdf_input": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/openai/gpt-5.4-nano": {
@@ -47275,6 +47361,8 @@
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": true,
+        "supports_pdf_input": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/openai/gpt-5.4-pro": {
@@ -47285,8 +47373,8 @@
         "max_tokens": 128000,
         "input_cost_per_token": 3e-05,
         "output_cost_per_token": 0.00018,
-        "input_cost_per_token_above_272000_tokens": 6e-05,
-        "output_cost_per_token_above_272000_tokens": 0.00027,
+        "input_cost_per_token_above_272k_tokens": 6e-05,
+        "output_cost_per_token_above_272k_tokens": 0.00027,
         "supports_function_calling": true,
         "supports_tool_choice": true,
         "supports_response_schema": true,
@@ -47302,13 +47390,15 @@
         "max_tokens": 128000,
         "input_cost_per_token": 5e-06,
         "output_cost_per_token": 3e-05,
-        "input_cost_per_token_above_272000_tokens": 1e-05,
-        "output_cost_per_token_above_272000_tokens": 4.5e-05,
+        "input_cost_per_token_above_272k_tokens": 1e-05,
+        "output_cost_per_token_above_272k_tokens": 4.5e-05,
         "supports_function_calling": true,
         "supports_tool_choice": true,
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": false,
+        "supports_vision": true,
+        "supports_pdf_input": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/openai/gpt-5.5-pro": {
@@ -47319,8 +47409,8 @@
         "max_tokens": 128000,
         "input_cost_per_token": 3e-05,
         "output_cost_per_token": 0.00018,
-        "input_cost_per_token_above_272000_tokens": 6e-05,
-        "output_cost_per_token_above_272000_tokens": 0.00027,
+        "input_cost_per_token_above_272k_tokens": 6e-05,
+        "output_cost_per_token_above_272k_tokens": 0.00027,
         "supports_function_calling": true,
         "supports_tool_choice": true,
         "supports_response_schema": true,
@@ -47343,6 +47433,8 @@
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": true,
+        "supports_pdf_input": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/openai/gpt-5.6-sol": {
@@ -47360,6 +47452,8 @@
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": true,
+        "supports_pdf_input": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/openai/gpt-5.6-terra": {
@@ -47377,6 +47471,8 @@
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": true,
+        "supports_pdf_input": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/openai/gpt-oss-120b": {
@@ -47407,6 +47503,8 @@
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": true,
+        "supports_pdf_input": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/qwen/qwen-plus": {
@@ -47559,6 +47657,7 @@
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": false,
+        "supports_vision": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/qwen/qwen3.5-35b-a3b": {
@@ -47575,6 +47674,7 @@
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/qwen/qwen3.5-397b-a17b": {
@@ -47591,6 +47691,7 @@
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/qwen/qwen3.6-flash": {
@@ -47603,8 +47704,8 @@
         "output_cost_per_token": 1.5e-06,
         "cache_read_input_token_cost": 2.5e-08,
         "cache_creation_input_token_cost": 3.125e-07,
-        "input_cost_per_token_above_256000_tokens": 1e-06,
-        "output_cost_per_token_above_256000_tokens": 4e-06,
+        "input_cost_per_token_above_256k_tokens": 1e-06,
+        "output_cost_per_token_above_256k_tokens": 4e-06,
         "supports_function_calling": true,
         "supports_tool_choice": true,
         "supports_response_schema": true,
@@ -47620,13 +47721,14 @@
         "max_tokens": 65536,
         "input_cost_per_token": 5e-07,
         "output_cost_per_token": 3e-06,
-        "input_cost_per_token_above_256000_tokens": 2e-06,
-        "output_cost_per_token_above_256000_tokens": 6e-06,
+        "input_cost_per_token_above_256k_tokens": 2e-06,
+        "output_cost_per_token_above_256k_tokens": 6e-06,
         "supports_function_calling": true,
         "supports_tool_choice": true,
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": false,
+        "supports_vision": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/qwen/qwen3.7-max": {
@@ -47685,8 +47787,8 @@
         "input_cost_per_token": 1.25e-06,
         "output_cost_per_token": 2.5e-06,
         "cache_read_input_token_cost": 2e-07,
-        "input_cost_per_token_above_200000_tokens": 2.5e-06,
-        "output_cost_per_token_above_200000_tokens": 5e-06,
+        "input_cost_per_token_above_200k_tokens": 2.5e-06,
+        "output_cost_per_token_above_200k_tokens": 5e-06,
         "supports_function_calling": true,
         "supports_tool_choice": true,
         "supports_response_schema": true,
@@ -47703,13 +47805,15 @@
         "input_cost_per_token": 4e-07,
         "output_cost_per_token": 2e-06,
         "cache_read_input_token_cost": 8e-08,
-        "input_cost_per_token_above_256000_tokens": 8e-07,
-        "output_cost_per_token_above_256000_tokens": 4e-06,
+        "input_cost_per_token_above_256k_tokens": 8e-07,
+        "output_cost_per_token_above_256k_tokens": 4e-06,
         "supports_function_calling": true,
         "supports_tool_choice": true,
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": true,
+        "supports_audio_input": true,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/xiaomi/mimo-v2.5-pro": {
@@ -47721,13 +47825,14 @@
         "input_cost_per_token": 1e-06,
         "output_cost_per_token": 3e-06,
         "cache_read_input_token_cost": 2e-07,
-        "input_cost_per_token_above_256000_tokens": 2e-06,
-        "output_cost_per_token_above_256000_tokens": 6e-06,
+        "input_cost_per_token_above_256k_tokens": 2e-06,
+        "output_cost_per_token_above_256k_tokens": 6e-06,
         "supports_function_calling": true,
         "supports_tool_choice": true,
         "supports_response_schema": true,
         "supports_reasoning": true,
         "supports_prompt_caching": true,
+        "supports_vision": false,
         "source": "https://llm.wavespeed.ai/v1/models"
     },
     "wavespeed/z-ai/glm-5.1": {

From c6eec29c2bc3e8fc8546f63aeb61072fa2f53f50 Mon Sep 17 00:00:00 2001
From: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
Date: Sat, 25 Jul 2026 13:40:25 +0000
Subject: [PATCH 3/3] test(wavespeed): pin inherited gen-5 claude capability
 flags

---
 .../llms/openai_like/test_wavespeed_provider.py           | 8 ++++++++
 1 file changed, 8 insertions(+)

diff --git a/tests/test_litellm/llms/openai_like/test_wavespeed_provider.py b/tests/test_litellm/llms/openai_like/test_wavespeed_provider.py
index ae7530684e2..564d6fcc49d 100644
--- a/tests/test_litellm/llms/openai_like/test_wavespeed_provider.py
+++ b/tests/test_litellm/llms/openai_like/test_wavespeed_provider.py
@@ -126,6 +126,14 @@ def test_claude_opus_pricing_and_capabilities(self):
         assert info["supports_function_calling"] is True
         assert info["supports_prompt_caching"] is True
 
+    def test_gen_5_claude_entries_carry_upstream_thinking_flags(self):
+        for model in ("wavespeed/anthropic/claude-fable-5", "wavespeed/anthropic/claude-sonnet-5"):
+            entry = litellm.model_cost[model]
+
+            assert entry["supports_adaptive_thinking"] is True
+            assert entry["supports_sampling_params"] is False
+            assert entry["supports_vision"] is True
+
     def test_non_tool_model_does_not_advertise_function_calling(self):
         info = litellm.get_model_info("wavespeed/aion-labs/aion-2.0")