From 6fa0da6ae261b8d728507bd046d8d60f1b8a82c9 Mon Sep 17 00:00:00 2001
From: Graham Neubig <neubig@gmail.com>
Date: Thu, 10 Jul 2025 21:06:32 +0200
Subject: [PATCH] Add Azure OpenAI o3-deep-research model pricing support
 (#12493)

- Add azure/o3-deep-research model to pricing configuration
- Input cost: 0 per million tokens (1e-05 per token)
- Output cost: 0 per million tokens (4e-05 per token)
- Supports reasoning, web search, function calling, vision, and other advanced features
- Based on Azure AI Foundry Deep Research pricing documentation

Resolves #12318

Co-authored-by: openhands <openhands@all-hands.dev>
---
 ...odel_prices_and_context_window_backup.json | 32 +++++++++++++++++++
 model_prices_and_context_window.json          | 32 +++++++++++++++++++
 2 files changed, 64 insertions(+)

diff --git a/litellm/model_prices_and_context_window_backup.json b/litellm/model_prices_and_context_window_backup.json
index ad04d774d71..073dc6df61f 100644
--- a/litellm/model_prices_and_context_window_backup.json
+++ b/litellm/model_prices_and_context_window_backup.json
@@ -2430,6 +2430,38 @@
         "supports_reasoning": true,
         "supports_tool_choice": true
     },
+    "azure/o3-deep-research": {
+        "max_tokens": 100000,
+        "max_input_tokens": 200000,
+        "max_output_tokens": 100000,
+        "input_cost_per_token": 1e-05,
+        "output_cost_per_token": 4e-05,
+        "cache_read_input_token_cost": 2.5e-06,
+        "litellm_provider": "azure",
+        "mode": "responses",
+        "supported_endpoints": [
+            "/v1/chat/completions",
+            "/v1/batch",
+            "/v1/responses"
+        ],
+        "supported_modalities": [
+            "text",
+            "image"
+        ],
+        "supported_output_modalities": [
+            "text"
+        ],
+        "supports_pdf_input": true,
+        "supports_function_calling": true,
+        "supports_parallel_function_calling": true,
+        "supports_response_schema": true,
+        "supports_vision": true,
+        "supports_prompt_caching": true,
+        "supports_system_messages": true,
+        "supports_tool_choice": true,
+        "supports_reasoning": true,
+        "supports_web_search": true
+    },
     "azure/o4-mini": {
         "max_tokens": 100000,
         "max_input_tokens": 200000,
diff --git a/model_prices_and_context_window.json b/model_prices_and_context_window.json
index 9ca1b40fa41..1a70808e60b 100644
--- a/model_prices_and_context_window.json
+++ b/model_prices_and_context_window.json
@@ -2430,6 +2430,38 @@
         "supports_reasoning": true,
         "supports_tool_choice": true
     },
+    "azure/o3-deep-research": {
+        "max_tokens": 100000,
+        "max_input_tokens": 200000,
+        "max_output_tokens": 100000,
+        "input_cost_per_token": 1e-05,
+        "output_cost_per_token": 4e-05,
+        "cache_read_input_token_cost": 2.5e-06,
+        "litellm_provider": "azure",
+        "mode": "responses",
+        "supported_endpoints": [
+            "/v1/chat/completions",
+            "/v1/batch",
+            "/v1/responses"
+        ],
+        "supported_modalities": [
+            "text",
+            "image"
+        ],
+        "supported_output_modalities": [
+            "text"
+        ],
+        "supports_pdf_input": true,
+        "supports_function_calling": true,
+        "supports_parallel_function_calling": true,
+        "supports_response_schema": true,
+        "supports_vision": true,
+        "supports_prompt_caching": true,
+        "supports_system_messages": true,
+        "supports_tool_choice": true,
+        "supports_reasoning": true,
+        "supports_web_search": true
+    },
     "azure/o4-mini": {
         "max_tokens": 100000,
         "max_input_tokens": 200000,