From ac8c5aa4b926ad07ac717b70ba8d7d2c6e8460b5 Mon Sep 17 00:00:00 2001
From: "devin-ai-integration[bot]"
 <158243242+devin-ai-integration[bot]@users.noreply.github.com>
Date: Thu, 1 Oct 2026 13:26:16 -0700
Subject: [PATCH] fix(cost-map): add perplexity, openrouter, voyage and nebius
 models and fix registry metadata (#43907)

* fix(cost-map): add nebius qwen3.8-27b and correct nebius context limits

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(cost-map): add and correct provider deprecation dates for deepseek, gemini and azure models

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(cost-map): add perplexity, openrouter and voyage models and correct gemini, nebius and perplexity metadata

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

---------

Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
---
 ...odel_prices_and_context_window_backup.json | 204 +++++++++++++++---
 model_prices_and_context_window.json          | 204 +++++++++++++++---
 2 files changed, 356 insertions(+), 52 deletions(-)

diff --git a/litellm/model_prices_and_context_window_backup.json b/litellm/model_prices_and_context_window_backup.json
index 3392aa4d868..40fdf083cf8 100644
--- a/litellm/model_prices_and_context_window_backup.json
+++ b/litellm/model_prices_and_context_window_backup.json
@@ -5516,7 +5516,7 @@
         "supports_web_search": false
     },
     "azure/gpt-4.1-nano": {
-        "deprecation_date": "2027-04-14",
+        "deprecation_date": "2026-10-14",
         "cache_read_input_token_cost": 2.5e-08,
         "input_cost_per_token": 1e-07,
         "input_cost_per_token_batches": 5e-08,
@@ -5550,7 +5550,7 @@
         "supports_vision": true
     },
     "azure/gpt-4.1-nano-2025-04-14": {
-        "deprecation_date": "2027-04-14",
+        "deprecation_date": "2026-10-14",
         "cache_read_input_token_cost": 2.5e-08,
         "input_cost_per_token": 1e-07,
         "input_cost_per_token_batches": 5e-08,
@@ -6133,7 +6133,7 @@
         "cache_creation_input_audio_token_cost": 4e-07,
         "cache_read_input_audio_token_cost": 4e-07,
         "cache_read_input_token_cost": 4e-07,
-        "deprecation_date": "2027-07-31",
+        "deprecation_date": "2027-06-25",
         "input_cost_per_audio_token": 3.2e-05,
         "input_cost_per_image_token": 5e-06,
         "input_cost_per_token": 4e-06,
@@ -6168,7 +6168,7 @@
         "cache_creation_input_audio_token_cost": 3e-07,
         "cache_read_input_audio_token_cost": 3e-07,
         "cache_read_input_token_cost": 6e-08,
-        "deprecation_date": "2027-07-31",
+        "deprecation_date": "2027-06-25",
         "input_cost_per_audio_token": 1e-05,
         "input_cost_per_image_token": 8e-07,
         "input_cost_per_token": 6e-07,
@@ -6346,7 +6346,7 @@
         "supports_tool_choice": true
     },
     "azure/gpt-4o-transcribe": {
-        "deprecation_date": "2026-12-31",
+        "deprecation_date": "2026-10-15",
         "input_cost_per_audio_token": 2.5e-06,
         "input_cost_per_token": 2.5e-06,
         "litellm_provider": "azure",
@@ -10972,7 +10972,7 @@
         "supports_web_search": false
     },
     "azure/us/gpt-4.1-nano-2025-04-14": {
-        "deprecation_date": "2027-04-14",
+        "deprecation_date": "2026-10-14",
         "cache_read_input_token_cost": 2.8e-08,
         "input_cost_per_token": 1.1e-07,
         "input_cost_per_token_batches": 5.5e-08,
@@ -16146,6 +16146,7 @@
     },
     "deepseek-chat": {
         "cache_read_input_token_cost": 2.8e-08,
+        "deprecation_date": "2026-07-24",
         "input_cost_per_token": 2.8e-07,
         "litellm_provider": "deepseek",
         "max_input_tokens": 131072,
@@ -16167,6 +16168,7 @@
     },
     "deepseek-reasoner": {
         "cache_read_input_token_cost": 2.8e-08,
+        "deprecation_date": "2026-07-24",
         "input_cost_per_token": 2.8e-07,
         "litellm_provider": "deepseek",
         "max_input_tokens": 131072,
@@ -22085,6 +22087,7 @@
     "deepseek/deepseek-chat": {
         "cache_creation_input_token_cost": 0.0,
         "cache_read_input_token_cost": 2.8e-08,
+        "deprecation_date": "2026-07-24",
         "input_cost_per_token": 2.8e-07,
         "input_cost_per_token_cache_hit": 2.8e-08,
         "litellm_provider": "deepseek",
@@ -22139,6 +22142,7 @@
     },
     "deepseek/deepseek-reasoner": {
         "cache_read_input_token_cost": 2.8e-08,
+        "deprecation_date": "2026-07-24",
         "input_cost_per_token": 2.8e-07,
         "input_cost_per_token_cache_hit": 2.8e-08,
         "litellm_provider": "deepseek",
@@ -29469,9 +29473,11 @@
         "input_cost_per_token_batches": 6.25e-07,
         "input_cost_per_token_flex": 6.25e-07,
         "output_cost_per_token_batches": 5e-06,
-        "output_cost_per_token_flex": 5e-06
+        "output_cost_per_token_flex": 5e-06,
+        "supports_url_context": true
     },
     "gemini/gemini-2.5-computer-use-preview-10-2025": {
+        "deprecation_date": "2026-07-28",
         "input_cost_per_token": 1.25e-06,
         "input_cost_per_token_above_200k_tokens": 2.5e-06,
         "litellm_provider": "gemini",
@@ -39903,6 +39909,7 @@
     "nebius/deepseek-ai/DeepSeek-V4-Pro-0813": {
         "input_cost_per_token": 1.32e-06,
         "litellm_provider": "nebius",
+        "max_input_tokens": 979000,
         "mode": "chat",
         "output_cost_per_token": 3.96e-06,
         "source": "https://tokenfactory.nebius.com/models/catalog/text2text/deepseek-ai%2FDeepSeek-V4-Pro-0813",
@@ -39912,7 +39919,7 @@
     "nebius/deepseek-ai/DeepSeek-V4.1-Flash": {
         "input_cost_per_token": 3e-07,
         "litellm_provider": "nebius",
-        "max_input_tokens": 1048576,
+        "max_input_tokens": 1048000,
         "max_output_tokens": 384000,
         "max_tokens": 384000,
         "mode": "chat",
@@ -40164,6 +40171,16 @@
         "supports_reasoning": true,
         "source": "https://tokenfactory.nebius.com/models/catalog/text2text/Qwen%2FQwen3.5-397B-A17B"
     },
+    "nebius/Qwen/Qwen3.8-27B": {
+        "input_cost_per_token": 4.5e-07,
+        "litellm_provider": "nebius",
+        "max_input_tokens": 262144,
+        "mode": "chat",
+        "output_cost_per_token": 3e-06,
+        "source": "https://tokenfactory.nebius.com/models/catalog/text2text/Qwen%2FQwen3.8-27B",
+        "supports_function_calling": true,
+        "supports_reasoning": true
+    },
     "nebius/zai-org/GLM-5.1": {
         "max_tokens": 202752,
         "max_input_tokens": 202752,
@@ -40191,8 +40208,8 @@
     "nebius/zai-org/GLM-5.3": {
         "input_cost_per_token": 1.4e-06,
         "litellm_provider": "nebius",
-        "max_input_tokens": 1048576,
-        "max_tokens": 1048576,
+        "max_input_tokens": 1024000,
+        "max_tokens": 1024000,
         "mode": "chat",
         "output_cost_per_token": 4.4e-06,
         "source": "https://tokenfactory.nebius.com/models/catalog/text2text/zai-org%2FGLM-5.3",
@@ -40209,7 +40226,8 @@
         "mode": "chat",
         "supports_function_calling": true,
         "supports_reasoning": true,
-        "source": "https://tokenfactory.nebius.com/models/catalog/text2text/zai-org%2FGLM-5.3-Flash"
+        "source": "https://tokenfactory.nebius.com/models/catalog/text2text/zai-org%2FGLM-5.3-Flash",
+        "supports_vision": true
     },
     "nebius/BAAI/bge-en-icl": {
         "max_tokens": 32768,
@@ -51467,6 +51485,26 @@
         "mode": "rerank",
         "output_cost_per_token": 0.0
     },
+    "voyage/rerank-1": {
+        "input_cost_per_token": 5e-08,
+        "litellm_provider": "voyage",
+        "max_input_tokens": 8000,
+        "max_output_tokens": 8000,
+        "max_tokens": 8000,
+        "mode": "rerank",
+        "output_cost_per_token": 0.0,
+        "source": "https://docs.voyageai.com/docs/pricing"
+    },
+    "voyage/rerank-lite-1": {
+        "input_cost_per_token": 2e-08,
+        "litellm_provider": "voyage",
+        "max_input_tokens": 4000,
+        "max_output_tokens": 4000,
+        "max_tokens": 4000,
+        "mode": "rerank",
+        "output_cost_per_token": 0.0,
+        "source": "https://docs.voyageai.com/docs/pricing"
+    },
     "voyage/rerank-2.5": {
         "input_cost_per_token": 5e-08,
         "litellm_provider": "voyage",
@@ -51603,6 +51641,16 @@
         "mode": "embedding",
         "output_cost_per_token": 0.0
     },
+    "voyage/voyage-large-2-instruct": {
+        "input_cost_per_token": 1.2e-07,
+        "litellm_provider": "voyage",
+        "max_input_tokens": 16000,
+        "max_tokens": 16000,
+        "mode": "embedding",
+        "output_cost_per_token": 0.0,
+        "output_vector_size": 1024,
+        "source": "https://docs.voyageai.com/docs/pricing"
+    },
     "voyage/voyage-law-2": {
         "input_cost_per_token": 1.2e-07,
         "litellm_provider": "voyage",
@@ -57215,7 +57263,8 @@
         "supports_function_calling": true,
         "supports_response_schema": false,
         "supports_vision": true,
-        "supports_web_search": true
+        "supports_web_search": true,
+        "supports_reasoning": true
     },
     "gemini/gemini-3.1-flash-live-preview": {
         "input_cost_per_audio_token": 3e-06,
@@ -57253,7 +57302,8 @@
         "rpm": 10,
         "gemini_audio_only_live": true,
         "input_cost_per_second": 8.33333333333e-05,
-        "supports_response_schema": false
+        "supports_response_schema": false,
+        "supports_reasoning": true
     },
     "gemini/gemini-3.1-flash-tts-preview": {
         "input_cost_per_token": 1e-06,
@@ -57298,7 +57348,8 @@
         "source": "https://ai.google.dev/gemini-api/docs/pricing",
         "supported_endpoints": [
             "/v1/audio/speech"
-        ]
+        ],
+        "supports_prompt_caching": true
     },
     "gemini/gemini-3.8-flash-lite-tts": {
         "cache_read_input_token_cost": 1.25e-07,
@@ -57322,7 +57373,8 @@
         "source": "https://ai.google.dev/gemini-api/docs/pricing",
         "supported_endpoints": [
             "/v1/audio/speech"
-        ]
+        ],
+        "supports_prompt_caching": true
     },
     "gemini-2.5-flash-preview-tts": {
         "input_cost_per_token": 5e-07,
@@ -66081,7 +66133,7 @@
     "gemini/lyria-3.5": {
         "input_cost_per_token": 0,
         "litellm_provider": "gemini",
-        "max_input_tokens": 1048576,
+        "max_input_tokens": 131072,
         "max_output_tokens": 65536,
         "max_tokens": 65536,
         "mode": "chat",
@@ -66189,12 +66241,12 @@
         "mode": "responses",
         "supports_web_search": true,
         "supports_function_calling": true,
-        "input_cost_per_token": 5e-06,
-        "output_cost_per_token": 3e-05,
-        "cache_read_input_token_cost": 5e-07,
-        "input_cost_per_token_above_272k_tokens": 1e-05,
-        "output_cost_per_token_above_272k_tokens": 4.5e-05,
-        "cache_read_input_token_cost_above_272k_tokens": 1e-06,
+        "input_cost_per_token": 4e-06,
+        "output_cost_per_token": 2e-05,
+        "cache_read_input_token_cost": 4e-07,
+        "input_cost_per_token_above_272k_tokens": 8e-06,
+        "output_cost_per_token_above_272k_tokens": 3e-05,
+        "cache_read_input_token_cost_above_272k_tokens": 8e-07,
         "source": "https://docs.perplexity.ai/docs/agent-api/models"
     },
     "perplexity/openai/gpt-5.6-terra": {
@@ -70601,7 +70653,7 @@
         "source": "https://prices.azure.com/api/retail/prices?$filter=serviceName%20eq%20'Foundry%20Models'%20and%20armRegionName%20eq%20'eastus'%20and%20priceType%20eq%20'Consumption'"
     },
     "azure/eu/gpt-4.1-nano": {
-        "deprecation_date": "2027-04-14",
+        "deprecation_date": "2026-10-14",
         "cache_read_input_token_cost": 2.8e-08,
         "input_cost_per_token": 1.1e-07,
         "input_cost_per_token_batches": 5.5e-08,
@@ -70980,7 +71032,8 @@
         "supports_function_calling": true,
         "supports_response_schema": false,
         "supports_vision": true,
-        "supports_web_search": true
+        "supports_web_search": true,
+        "supports_reasoning": true
     },
     "gemini/gemini-3.8-live-extended-thinking": {
         "input_cost_per_audio_token": 3e-06,
@@ -71001,7 +71054,8 @@
         "supports_function_calling": true,
         "supports_response_schema": false,
         "supports_vision": true,
-        "supports_web_search": true
+        "supports_web_search": true,
+        "supports_reasoning": true
     },
     "azure/us/codex-mini": {
         "deprecation_date": "2026-11-15",
@@ -71048,7 +71102,7 @@
         "source": "https://prices.azure.com/api/retail/prices?$filter=serviceName%20eq%20'Foundry%20Models'%20and%20armRegionName%20eq%20'eastus'%20and%20priceType%20eq%20'Consumption'"
     },
     "azure/us/gpt-4.1-nano": {
-        "deprecation_date": "2027-04-14",
+        "deprecation_date": "2026-10-14",
         "cache_read_input_token_cost": 2.8e-08,
         "input_cost_per_token": 1.1e-07,
         "input_cost_per_token_batches": 5.5e-08,
@@ -73780,6 +73834,36 @@
         "supports_vision": false,
         "supports_web_search": false
     },
+    "openrouter/apodex/apodex-1.1-mini:free": {
+        "input_cost_per_token": 0.0,
+        "output_cost_per_token": 0.0,
+        "litellm_provider": "openrouter",
+        "max_input_tokens": 262144,
+        "max_output_tokens": 235929,
+        "max_tokens": 235929,
+        "mode": "chat",
+        "source": "https://openrouter.ai/api/v1/models",
+        "supports_function_calling": true,
+        "supports_reasoning": true,
+        "supports_response_schema": true,
+        "supports_tool_choice": true,
+        "supports_vision": false
+    },
+    "openrouter/unbiased/pareto-26.10-preview": {
+        "input_cost_per_token": 8e-07,
+        "output_cost_per_token": 3.2e-06,
+        "cache_read_input_token_cost": 3e-08,
+        "litellm_provider": "openrouter",
+        "max_input_tokens": 1048576,
+        "max_output_tokens": 131072,
+        "max_tokens": 131072,
+        "mode": "chat",
+        "source": "https://openrouter.ai/api/v1/models",
+        "supports_function_calling": true,
+        "supports_prompt_caching": true,
+        "supports_tool_choice": true,
+        "supports_vision": true
+    },
     "openrouter/dots-studio/dots-3-note-preview:free": {
         "deprecation_date": "2026-12-31",
         "input_cost_per_token": 0.0,
@@ -78890,6 +78974,74 @@
         "cache_read_input_token_cost": 2e-07,
         "source": "https://docs.perplexity.ai/docs/agent-api/models"
     },
+    "perplexity/anthropic/claude-fable-5-1": {
+        "litellm_provider": "perplexity",
+        "mode": "responses",
+        "input_cost_per_token": 1e-05,
+        "output_cost_per_token": 5e-05,
+        "cache_read_input_token_cost": 2.5e-07,
+        "source": "https://docs.perplexity.ai/docs/agent-api/models"
+    },
+    "perplexity/anthropic/claude-opus-5-5": {
+        "litellm_provider": "perplexity",
+        "mode": "responses",
+        "input_cost_per_token": 4e-06,
+        "output_cost_per_token": 2e-05,
+        "cache_read_input_token_cost": 2e-07,
+        "source": "https://docs.perplexity.ai/docs/agent-api/models"
+    },
+    "perplexity/openai/gpt-6.1-sol": {
+        "litellm_provider": "perplexity",
+        "mode": "responses",
+        "input_cost_per_token": 2e-06,
+        "output_cost_per_token": 1e-05,
+        "cache_read_input_token_cost": 1e-07,
+        "input_cost_per_token_above_272k_tokens": 4e-06,
+        "output_cost_per_token_above_272k_tokens": 1.5e-05,
+        "cache_read_input_token_cost_above_272k_tokens": 2e-07,
+        "source": "https://docs.perplexity.ai/docs/agent-api/models"
+    },
+    "perplexity/openai/gpt-6-sol": {
+        "litellm_provider": "perplexity",
+        "mode": "responses",
+        "input_cost_per_token": 2e-06,
+        "output_cost_per_token": 1e-05,
+        "cache_read_input_token_cost": 2e-07,
+        "input_cost_per_token_above_272k_tokens": 4e-06,
+        "output_cost_per_token_above_272k_tokens": 1.5e-05,
+        "cache_read_input_token_cost_above_272k_tokens": 4e-07,
+        "source": "https://docs.perplexity.ai/docs/agent-api/models"
+    },
+    "perplexity/openai/gpt-6-luna": {
+        "litellm_provider": "perplexity",
+        "mode": "responses",
+        "input_cost_per_token": 1e-07,
+        "output_cost_per_token": 5e-07,
+        "cache_read_input_token_cost": 1e-08,
+        "input_cost_per_token_above_272k_tokens": 2e-07,
+        "output_cost_per_token_above_272k_tokens": 7.5e-07,
+        "cache_read_input_token_cost_above_272k_tokens": 2e-08,
+        "source": "https://docs.perplexity.ai/docs/agent-api/models"
+    },
+    "perplexity/google/gemini-3.8-flash": {
+        "litellm_provider": "perplexity",
+        "mode": "responses",
+        "input_cost_per_token": 7.5e-07,
+        "output_cost_per_token": 3.75e-06,
+        "cache_read_input_token_cost": 7.5e-08,
+        "source": "https://docs.perplexity.ai/docs/agent-api/models"
+    },
+    "perplexity/xai/grok-4.7": {
+        "litellm_provider": "perplexity",
+        "mode": "responses",
+        "input_cost_per_token": 2e-06,
+        "output_cost_per_token": 6e-06,
+        "cache_read_input_token_cost": 5e-07,
+        "input_cost_per_token_above_200k_tokens": 4e-06,
+        "output_cost_per_token_above_200k_tokens": 1.2e-05,
+        "cache_read_input_token_cost_above_200k_tokens": 1e-06,
+        "source": "https://docs.perplexity.ai/docs/agent-api/models"
+    },
     "us-gov.anthropic.claude-sonnet-5-5": {
         "bedrock_converse_supports_strict_tools": false,
         "bedrock_output_config_effort_ceiling": "xhigh",
diff --git a/model_prices_and_context_window.json b/model_prices_and_context_window.json
index 3392aa4d868..40fdf083cf8 100644
--- a/model_prices_and_context_window.json
+++ b/model_prices_and_context_window.json
@@ -5516,7 +5516,7 @@
         "supports_web_search": false
     },
     "azure/gpt-4.1-nano": {
-        "deprecation_date": "2027-04-14",
+        "deprecation_date": "2026-10-14",
         "cache_read_input_token_cost": 2.5e-08,
         "input_cost_per_token": 1e-07,
         "input_cost_per_token_batches": 5e-08,
@@ -5550,7 +5550,7 @@
         "supports_vision": true
     },
     "azure/gpt-4.1-nano-2025-04-14": {
-        "deprecation_date": "2027-04-14",
+        "deprecation_date": "2026-10-14",
         "cache_read_input_token_cost": 2.5e-08,
         "input_cost_per_token": 1e-07,
         "input_cost_per_token_batches": 5e-08,
@@ -6133,7 +6133,7 @@
         "cache_creation_input_audio_token_cost": 4e-07,
         "cache_read_input_audio_token_cost": 4e-07,
         "cache_read_input_token_cost": 4e-07,
-        "deprecation_date": "2027-07-31",
+        "deprecation_date": "2027-06-25",
         "input_cost_per_audio_token": 3.2e-05,
         "input_cost_per_image_token": 5e-06,
         "input_cost_per_token": 4e-06,
@@ -6168,7 +6168,7 @@
         "cache_creation_input_audio_token_cost": 3e-07,
         "cache_read_input_audio_token_cost": 3e-07,
         "cache_read_input_token_cost": 6e-08,
-        "deprecation_date": "2027-07-31",
+        "deprecation_date": "2027-06-25",
         "input_cost_per_audio_token": 1e-05,
         "input_cost_per_image_token": 8e-07,
         "input_cost_per_token": 6e-07,
@@ -6346,7 +6346,7 @@
         "supports_tool_choice": true
     },
     "azure/gpt-4o-transcribe": {
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@@ -73780,6 +73834,36 @@
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