From 840173e7789cbd8d9aa8cc836d8827427daf0201 Mon Sep 17 00:00:00 2001 From: mateo Date: Thu, 3 Sep 2026 13:48:25 +0000 Subject: [PATCH] feat(registry): add azure_ai/mistral-ocr-4-0 page and annotation prices from Azure Retail Prices Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> --- .../model_prices_and_context_window_backup.json | 10 ++++++++++ model_prices_and_context_window.json | 10 ++++++++++ .../llms/mistral/ocr/test_mistral_ocr_cost.py | 14 ++++++++++++++ 3 files changed, 34 insertions(+) diff --git a/litellm/model_prices_and_context_window_backup.json b/litellm/model_prices_and_context_window_backup.json index 23ce80f9968..df25f312b04 100644 --- a/litellm/model_prices_and_context_window_backup.json +++ b/litellm/model_prices_and_context_window_backup.json @@ -10037,6 +10037,16 @@ ], "source": "https://ai.azure.com/catalog/models/mistral-document-ai-2512" }, + "azure_ai/mistral-ocr-4-0": { + "litellm_provider": "azure_ai", + "ocr_cost_per_page": 0.004, + "annotation_cost_per_page": 0.005, + "mode": "ocr", + "supported_endpoints": [ + "/v1/ocr" + ], + "source": "https://azure.microsoft.com/en-us/pricing/details/ai-foundry-models/mistral/" + }, "azure_ai/doc-intelligence/prebuilt-read": { "litellm_provider": "azure_ai", "ocr_cost_per_page": 0.0015, diff --git a/model_prices_and_context_window.json b/model_prices_and_context_window.json index 23ce80f9968..df25f312b04 100644 --- a/model_prices_and_context_window.json +++ b/model_prices_and_context_window.json @@ -10037,6 +10037,16 @@ ], "source": "https://ai.azure.com/catalog/models/mistral-document-ai-2512" }, + "azure_ai/mistral-ocr-4-0": { + "litellm_provider": "azure_ai", + "ocr_cost_per_page": 0.004, + "annotation_cost_per_page": 0.005, + "mode": "ocr", + "supported_endpoints": [ + "/v1/ocr" + ], + "source": "https://azure.microsoft.com/en-us/pricing/details/ai-foundry-models/mistral/" + }, "azure_ai/doc-intelligence/prebuilt-read": { "litellm_provider": "azure_ai", "ocr_cost_per_page": 0.0015, diff --git a/tests/test_litellm/llms/mistral/ocr/test_mistral_ocr_cost.py b/tests/test_litellm/llms/mistral/ocr/test_mistral_ocr_cost.py index a0e1616d4b2..40e54f71eeb 100644 --- a/tests/test_litellm/llms/mistral/ocr/test_mistral_ocr_cost.py +++ b/tests/test_litellm/llms/mistral/ocr/test_mistral_ocr_cost.py @@ -15,6 +15,7 @@ from litellm.cost_calculator import completion_cost from litellm.llms.base_llm.ocr.transformation import OCRPage, OCRResponse, OCRUsageInfo OCR4_COST_PER_PAGE = 0.004 +OCR4_ANNOTATION_COST_PER_PAGE = 0.005 REPO_ROOT = Path(__file__).parents[5] MAIN_COST_MAP = REPO_ROOT / "model_prices_and_context_window.json" @@ -133,3 +134,16 @@ def test_azure_doc_ai_annotation_pages_fall_back_to_ocr_rate(local_model_cost_ma call_type="ocr", ) assert cost == pytest.approx(AZURE_DOC_AI_COST_PER_PAGE) + + +def test_azure_ocr4_bills_ocr_and_annotation_pages_at_their_own_rates(local_model_cost_map) -> None: + info = litellm.get_model_info(model="azure_ai/mistral-ocr-4-0", custom_llm_provider="azure_ai") + assert info["ocr_cost_per_page"] == OCR4_COST_PER_PAGE + assert info["annotation_cost_per_page"] == OCR4_ANNOTATION_COST_PER_PAGE + cost = completion_cost( + completion_response=_annotated_ocr_response("mistral-ocr-4-0", 2, 3), + model="azure_ai/mistral-ocr-4-0", + custom_llm_provider="azure_ai", + call_type="ocr", + ) + assert cost == pytest.approx(2 * OCR4_COST_PER_PAGE + 3 * OCR4_ANNOTATION_COST_PER_PAGE)