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4ca586b322
- Add `text_inputs` and `text_outputs` fields to `ModelProfile` - Regenerate `_profiles.py` for all providers ## Why models.dev data includes `'text'` as both an input and output modality, but we didn't capture it. models.dev broadly contains models without text input (Whisper/ASR) and without text output (image generators, TTS). Without this, downstream consumers can't filter on model text support (e.g. preventing users from passing text input to an audio-only model). --- We'd need to also run for Google, AWS and cut releases for all to propagate
833 lines
25 KiB
Python
833 lines
25 KiB
Python
"""Auto-generated model profiles.
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DO NOT EDIT THIS FILE MANUALLY.
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This file is generated by the langchain-profiles CLI tool.
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It contains data derived from the models.dev project.
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Source: https://github.com/sst/models.dev
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License: MIT License
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To update these data, refer to the instructions here:
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https://docs.langchain.com/oss/python/langchain/models#updating-or-overwriting-profile-data
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"""
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from typing import Any
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_PROFILES: dict[str, dict[str, Any]] = {
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"gpt-4.1-nano": {
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"max_input_tokens": 1047576,
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"max_output_tokens": 32768,
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"text_inputs": True,
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"image_inputs": True,
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"audio_inputs": False,
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"video_inputs": False,
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"text_outputs": True,
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"image_outputs": False,
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"audio_outputs": False,
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"video_outputs": False,
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"reasoning_output": False,
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"tool_calling": True,
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"structured_output": True,
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"image_url_inputs": True,
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"pdf_inputs": True,
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"pdf_tool_message": True,
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"image_tool_message": True,
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"tool_choice": True,
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},
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"text-embedding-3-small": {
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"max_input_tokens": 8191,
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"max_output_tokens": 1536,
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"text_inputs": True,
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"image_inputs": False,
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"audio_inputs": False,
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"video_inputs": False,
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"text_outputs": True,
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"image_outputs": False,
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"audio_outputs": False,
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"video_outputs": False,
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"reasoning_output": False,
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"tool_calling": False,
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"image_url_inputs": True,
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"pdf_inputs": True,
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"pdf_tool_message": True,
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"image_tool_message": True,
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"tool_choice": True,
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},
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"gpt-4": {
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"max_input_tokens": 8192,
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"max_output_tokens": 8192,
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"text_inputs": True,
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"image_inputs": False,
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"audio_inputs": False,
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"video_inputs": False,
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"text_outputs": True,
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"image_outputs": False,
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"audio_outputs": False,
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"video_outputs": False,
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"reasoning_output": False,
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"tool_calling": True,
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"structured_output": False,
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"image_url_inputs": True,
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"pdf_inputs": True,
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"pdf_tool_message": True,
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"image_tool_message": True,
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"tool_choice": True,
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},
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"o1-pro": {
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"max_input_tokens": 200000,
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"max_output_tokens": 100000,
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"text_inputs": True,
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"image_inputs": True,
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"audio_inputs": False,
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"video_inputs": False,
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"text_outputs": True,
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"image_outputs": False,
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"audio_outputs": False,
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"video_outputs": False,
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"reasoning_output": True,
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"tool_calling": True,
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"structured_output": True,
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"image_url_inputs": True,
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"pdf_inputs": True,
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"pdf_tool_message": True,
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"image_tool_message": True,
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"tool_choice": True,
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},
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"gpt-4o-2024-05-13": {
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"max_input_tokens": 128000,
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"max_output_tokens": 4096,
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"text_inputs": True,
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"image_inputs": True,
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"audio_inputs": False,
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"video_inputs": False,
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"text_outputs": True,
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"image_outputs": False,
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"audio_outputs": False,
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"video_outputs": False,
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"reasoning_output": False,
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"tool_calling": True,
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"structured_output": True,
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"image_url_inputs": True,
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"pdf_inputs": True,
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"pdf_tool_message": True,
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"image_tool_message": True,
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"tool_choice": True,
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},
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"gpt-5.2-codex": {
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"max_input_tokens": 400000,
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"max_output_tokens": 128000,
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"text_inputs": True,
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"image_inputs": True,
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"audio_inputs": False,
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"pdf_inputs": True,
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"video_inputs": False,
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"text_outputs": True,
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"image_outputs": False,
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"audio_outputs": False,
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"video_outputs": False,
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"reasoning_output": True,
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"tool_calling": True,
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"structured_output": True,
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"image_url_inputs": True,
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"pdf_tool_message": True,
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"image_tool_message": True,
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"tool_choice": True,
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},
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"gpt-5.1-codex": {
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"max_input_tokens": 272000,
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"max_output_tokens": 128000,
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"text_inputs": True,
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"image_inputs": True,
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"audio_inputs": False,
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"video_inputs": False,
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"text_outputs": True,
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"image_outputs": False,
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"audio_outputs": False,
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"video_outputs": False,
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"reasoning_output": True,
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"tool_calling": True,
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"structured_output": True,
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"image_url_inputs": True,
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"pdf_inputs": True,
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"pdf_tool_message": True,
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"image_tool_message": True,
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"tool_choice": True,
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},
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"gpt-4o-2024-08-06": {
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"max_input_tokens": 128000,
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"max_output_tokens": 16384,
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"text_inputs": True,
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"image_inputs": True,
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"audio_inputs": False,
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"video_inputs": False,
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"text_outputs": True,
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"image_outputs": False,
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"audio_outputs": False,
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"video_outputs": False,
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"reasoning_output": False,
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"tool_calling": True,
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"structured_output": True,
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"image_url_inputs": True,
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"pdf_inputs": True,
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"pdf_tool_message": True,
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"image_tool_message": True,
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"tool_choice": True,
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},
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"gpt-4.1-mini": {
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"max_input_tokens": 1047576,
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"max_output_tokens": 32768,
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"text_inputs": True,
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"image_inputs": True,
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"audio_inputs": False,
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"video_inputs": False,
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"text_outputs": True,
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"image_outputs": False,
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"audio_outputs": False,
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"video_outputs": False,
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"reasoning_output": False,
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"tool_calling": True,
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"structured_output": True,
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"image_url_inputs": True,
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"pdf_inputs": True,
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"pdf_tool_message": True,
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"image_tool_message": True,
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"tool_choice": True,
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},
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"o3-deep-research": {
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"max_input_tokens": 200000,
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"max_output_tokens": 100000,
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"text_inputs": True,
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"image_inputs": True,
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"audio_inputs": False,
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"video_inputs": False,
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"text_outputs": True,
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"image_outputs": False,
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"audio_outputs": False,
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"video_outputs": False,
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"reasoning_output": True,
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"tool_calling": True,
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"image_url_inputs": True,
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"pdf_inputs": True,
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"pdf_tool_message": True,
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"image_tool_message": True,
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"tool_choice": True,
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},
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"gpt-3.5-turbo": {
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"max_input_tokens": 16385,
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"max_output_tokens": 4096,
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"text_inputs": True,
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"image_inputs": False,
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"audio_inputs": False,
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"video_inputs": False,
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"text_outputs": True,
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"image_outputs": False,
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"audio_outputs": False,
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"video_outputs": False,
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"reasoning_output": False,
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"tool_calling": False,
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"structured_output": False,
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"image_url_inputs": False,
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"pdf_inputs": False,
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"pdf_tool_message": False,
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"image_tool_message": False,
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"tool_choice": True,
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},
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"gpt-5.2-pro": {
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"max_input_tokens": 272000,
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"max_output_tokens": 128000,
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"text_inputs": True,
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"image_inputs": True,
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"audio_inputs": False,
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"video_inputs": False,
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"text_outputs": True,
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"image_outputs": False,
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"audio_outputs": False,
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"video_outputs": False,
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"reasoning_output": True,
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"tool_calling": True,
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"structured_output": True,
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"image_url_inputs": True,
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"pdf_inputs": True,
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"pdf_tool_message": True,
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"image_tool_message": True,
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"tool_choice": True,
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},
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"text-embedding-3-large": {
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"max_input_tokens": 8191,
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"max_output_tokens": 3072,
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"text_inputs": True,
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"image_inputs": False,
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"audio_inputs": False,
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"video_inputs": False,
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"text_outputs": True,
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"image_outputs": False,
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"audio_outputs": False,
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"video_outputs": False,
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"reasoning_output": False,
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"tool_calling": False,
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"image_url_inputs": True,
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"pdf_inputs": True,
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"pdf_tool_message": True,
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"image_tool_message": True,
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"tool_choice": True,
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},
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"gpt-4-turbo": {
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"max_input_tokens": 128000,
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"max_output_tokens": 4096,
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"text_inputs": True,
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"image_inputs": True,
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"audio_inputs": False,
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"video_inputs": False,
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"text_outputs": True,
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"image_outputs": False,
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"audio_outputs": False,
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"video_outputs": False,
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"reasoning_output": False,
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"tool_calling": True,
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"structured_output": False,
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"image_url_inputs": True,
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"pdf_inputs": True,
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"pdf_tool_message": True,
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"image_tool_message": True,
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"tool_choice": True,
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},
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"o1-preview": {
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"max_input_tokens": 128000,
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"max_output_tokens": 32768,
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"text_inputs": True,
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"image_inputs": False,
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"audio_inputs": False,
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"video_inputs": False,
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"text_outputs": True,
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"image_outputs": False,
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"audio_outputs": False,
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"video_outputs": False,
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"reasoning_output": True,
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"tool_calling": False,
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"image_url_inputs": True,
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"pdf_inputs": True,
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"pdf_tool_message": True,
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"image_tool_message": True,
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"tool_choice": True,
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},
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"gpt-5.1-codex-mini": {
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"max_input_tokens": 272000,
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"max_output_tokens": 128000,
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"text_inputs": True,
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"image_inputs": True,
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"audio_inputs": False,
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"video_inputs": False,
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"text_outputs": True,
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"image_outputs": False,
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"audio_outputs": False,
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"video_outputs": False,
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"reasoning_output": True,
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"tool_calling": True,
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"structured_output": True,
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"image_url_inputs": True,
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"pdf_inputs": True,
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"pdf_tool_message": True,
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"image_tool_message": True,
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"tool_choice": True,
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},
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"o3-mini": {
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"max_input_tokens": 200000,
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"max_output_tokens": 100000,
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"text_inputs": True,
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"image_inputs": False,
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"audio_inputs": False,
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"video_inputs": False,
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"text_outputs": True,
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"image_outputs": False,
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"audio_outputs": False,
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"video_outputs": False,
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"reasoning_output": True,
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"tool_calling": True,
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"structured_output": True,
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"image_url_inputs": True,
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"pdf_inputs": True,
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"pdf_tool_message": True,
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"image_tool_message": True,
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"tool_choice": True,
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},
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"gpt-5.2-chat-latest": {
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"max_input_tokens": 272000,
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"max_output_tokens": 16384,
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"text_inputs": True,
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"image_inputs": True,
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"audio_inputs": False,
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"video_inputs": False,
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"text_outputs": True,
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"image_outputs": False,
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"audio_outputs": False,
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"video_outputs": False,
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"reasoning_output": True,
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"tool_calling": True,
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"structured_output": True,
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"image_url_inputs": True,
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"pdf_inputs": True,
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"pdf_tool_message": True,
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"image_tool_message": True,
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"tool_choice": True,
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},
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"gpt-5.1": {
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"max_input_tokens": 272000,
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"max_output_tokens": 128000,
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"text_inputs": True,
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"image_inputs": True,
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"audio_inputs": False,
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"video_inputs": False,
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"text_outputs": True,
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"image_outputs": False,
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"audio_outputs": False,
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"video_outputs": False,
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"reasoning_output": True,
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"tool_calling": True,
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"structured_output": True,
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"image_url_inputs": True,
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"pdf_inputs": True,
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"pdf_tool_message": True,
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"image_tool_message": True,
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"tool_choice": True,
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},
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"codex-mini-latest": {
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"max_input_tokens": 200000,
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"max_output_tokens": 100000,
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"text_inputs": True,
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"image_inputs": False,
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"audio_inputs": False,
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"video_inputs": False,
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"text_outputs": True,
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"image_outputs": False,
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"audio_outputs": False,
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"video_outputs": False,
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"reasoning_output": True,
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"tool_calling": True,
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"image_url_inputs": True,
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"pdf_inputs": True,
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"pdf_tool_message": True,
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"image_tool_message": True,
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"tool_choice": True,
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},
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"gpt-5-nano": {
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"max_input_tokens": 272000,
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"max_output_tokens": 128000,
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"text_inputs": True,
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"image_inputs": True,
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"audio_inputs": False,
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"video_inputs": False,
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"text_outputs": True,
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"image_outputs": False,
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"audio_outputs": False,
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"video_outputs": False,
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"reasoning_output": True,
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"tool_calling": True,
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"structured_output": True,
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"image_url_inputs": True,
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"pdf_inputs": True,
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"pdf_tool_message": True,
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"image_tool_message": True,
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"tool_choice": True,
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},
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"gpt-5-codex": {
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"max_input_tokens": 272000,
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"max_output_tokens": 128000,
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"text_inputs": True,
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"image_inputs": True,
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"audio_inputs": False,
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"video_inputs": False,
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"text_outputs": True,
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"image_outputs": False,
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"audio_outputs": False,
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"video_outputs": False,
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"reasoning_output": True,
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"tool_calling": True,
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"structured_output": True,
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"image_url_inputs": True,
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"pdf_inputs": True,
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"pdf_tool_message": True,
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"image_tool_message": True,
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"tool_choice": True,
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},
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"gpt-4o": {
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"max_input_tokens": 128000,
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"max_output_tokens": 16384,
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"text_inputs": True,
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"image_inputs": True,
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"audio_inputs": False,
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"video_inputs": False,
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"text_outputs": True,
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"image_outputs": False,
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"audio_outputs": False,
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"video_outputs": False,
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"reasoning_output": False,
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"tool_calling": True,
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"structured_output": True,
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"image_url_inputs": True,
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"pdf_inputs": True,
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"pdf_tool_message": True,
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"image_tool_message": True,
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"tool_choice": True,
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},
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"gpt-4.1": {
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"max_input_tokens": 1047576,
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"max_output_tokens": 32768,
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"text_inputs": True,
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"image_inputs": True,
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"audio_inputs": False,
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"video_inputs": False,
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"text_outputs": True,
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"image_outputs": False,
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"audio_outputs": False,
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"video_outputs": False,
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"reasoning_output": False,
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"tool_calling": True,
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"structured_output": True,
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"image_url_inputs": True,
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"pdf_inputs": True,
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"pdf_tool_message": True,
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"image_tool_message": True,
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"tool_choice": True,
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},
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"o4-mini": {
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"max_input_tokens": 200000,
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"max_output_tokens": 100000,
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"text_inputs": True,
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"image_inputs": True,
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"audio_inputs": False,
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"video_inputs": False,
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"text_outputs": True,
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"image_outputs": False,
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"audio_outputs": False,
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"video_outputs": False,
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"reasoning_output": True,
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"tool_calling": True,
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"structured_output": True,
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"image_url_inputs": True,
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"pdf_inputs": True,
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"pdf_tool_message": True,
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"image_tool_message": True,
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"tool_choice": True,
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},
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"o1": {
|
|
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|
"max_output_tokens": 100000,
|
|
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"image_inputs": True,
|
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"audio_inputs": False,
|
|
"video_inputs": False,
|
|
"text_outputs": True,
|
|
"image_outputs": False,
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|
"audio_outputs": False,
|
|
"video_outputs": False,
|
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"reasoning_output": True,
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|
"tool_calling": True,
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"image_url_inputs": True,
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"pdf_inputs": True,
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|
"pdf_tool_message": True,
|
|
"image_tool_message": True,
|
|
"tool_choice": True,
|
|
},
|
|
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|
|
"max_input_tokens": 400000,
|
|
"max_output_tokens": 128000,
|
|
"text_inputs": True,
|
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"image_inputs": True,
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|
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"pdf_inputs": True,
|
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"video_inputs": False,
|
|
"text_outputs": True,
|
|
"image_outputs": False,
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"pdf_tool_message": True,
|
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|
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"tool_choice": True,
|
|
},
|
|
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|
|
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|
|
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|
|
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|
|
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"audio_inputs": False,
|
|
"video_inputs": False,
|
|
"text_outputs": True,
|
|
"image_outputs": False,
|
|
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|
|
"video_outputs": False,
|
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|
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|
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|
|
"pdf_tool_message": True,
|
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|
|
"tool_choice": True,
|
|
},
|
|
"o1-mini": {
|
|
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|
|
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|
|
"text_inputs": True,
|
|
"image_inputs": False,
|
|
"audio_inputs": False,
|
|
"video_inputs": False,
|
|
"text_outputs": True,
|
|
"image_outputs": False,
|
|
"audio_outputs": False,
|
|
"video_outputs": False,
|
|
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|
|
"tool_calling": False,
|
|
"structured_output": True,
|
|
"image_url_inputs": True,
|
|
"pdf_inputs": True,
|
|
"pdf_tool_message": True,
|
|
"image_tool_message": True,
|
|
"tool_choice": True,
|
|
},
|
|
"text-embedding-ada-002": {
|
|
"max_input_tokens": 8192,
|
|
"max_output_tokens": 1536,
|
|
"text_inputs": True,
|
|
"image_inputs": False,
|
|
"audio_inputs": False,
|
|
"video_inputs": False,
|
|
"text_outputs": True,
|
|
"image_outputs": False,
|
|
"audio_outputs": False,
|
|
"video_outputs": False,
|
|
"reasoning_output": False,
|
|
"tool_calling": False,
|
|
"image_url_inputs": True,
|
|
"pdf_inputs": True,
|
|
"pdf_tool_message": True,
|
|
"image_tool_message": True,
|
|
"tool_choice": True,
|
|
},
|
|
"o3-pro": {
|
|
"max_input_tokens": 200000,
|
|
"max_output_tokens": 100000,
|
|
"text_inputs": True,
|
|
"image_inputs": True,
|
|
"audio_inputs": False,
|
|
"video_inputs": False,
|
|
"text_outputs": True,
|
|
"image_outputs": False,
|
|
"audio_outputs": False,
|
|
"video_outputs": False,
|
|
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|
|
"tool_calling": True,
|
|
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|
|
"image_url_inputs": True,
|
|
"pdf_inputs": True,
|
|
"pdf_tool_message": True,
|
|
"image_tool_message": True,
|
|
"tool_choice": True,
|
|
},
|
|
"gpt-4o-2024-11-20": {
|
|
"max_input_tokens": 128000,
|
|
"max_output_tokens": 16384,
|
|
"text_inputs": True,
|
|
"image_inputs": True,
|
|
"audio_inputs": False,
|
|
"video_inputs": False,
|
|
"text_outputs": True,
|
|
"image_outputs": False,
|
|
"audio_outputs": False,
|
|
"video_outputs": False,
|
|
"reasoning_output": False,
|
|
"tool_calling": True,
|
|
"structured_output": True,
|
|
"image_url_inputs": True,
|
|
"pdf_inputs": True,
|
|
"pdf_tool_message": True,
|
|
"image_tool_message": True,
|
|
"tool_choice": True,
|
|
},
|
|
"gpt-5.1-codex-max": {
|
|
"max_input_tokens": 272000,
|
|
"max_output_tokens": 128000,
|
|
"text_inputs": True,
|
|
"image_inputs": True,
|
|
"audio_inputs": False,
|
|
"video_inputs": False,
|
|
"text_outputs": True,
|
|
"image_outputs": False,
|
|
"audio_outputs": False,
|
|
"video_outputs": False,
|
|
"reasoning_output": True,
|
|
"tool_calling": True,
|
|
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|
|
"image_url_inputs": True,
|
|
"pdf_inputs": True,
|
|
"pdf_tool_message": True,
|
|
"image_tool_message": True,
|
|
"tool_choice": True,
|
|
},
|
|
"o3": {
|
|
"max_input_tokens": 200000,
|
|
"max_output_tokens": 100000,
|
|
"text_inputs": True,
|
|
"image_inputs": True,
|
|
"audio_inputs": False,
|
|
"video_inputs": False,
|
|
"text_outputs": True,
|
|
"image_outputs": False,
|
|
"audio_outputs": False,
|
|
"video_outputs": False,
|
|
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|
|
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|
|
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|
|
"image_url_inputs": True,
|
|
"pdf_inputs": True,
|
|
"pdf_tool_message": True,
|
|
"image_tool_message": True,
|
|
"tool_choice": True,
|
|
},
|
|
"o4-mini-deep-research": {
|
|
"max_input_tokens": 200000,
|
|
"max_output_tokens": 100000,
|
|
"text_inputs": True,
|
|
"image_inputs": True,
|
|
"audio_inputs": False,
|
|
"video_inputs": False,
|
|
"text_outputs": True,
|
|
"image_outputs": False,
|
|
"audio_outputs": False,
|
|
"video_outputs": False,
|
|
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|
|
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|
|
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|
|
"pdf_inputs": True,
|
|
"pdf_tool_message": True,
|
|
"image_tool_message": True,
|
|
"tool_choice": True,
|
|
},
|
|
"gpt-5-chat-latest": {
|
|
"max_input_tokens": 272000,
|
|
"max_output_tokens": 128000,
|
|
"text_inputs": True,
|
|
"image_inputs": True,
|
|
"audio_inputs": False,
|
|
"video_inputs": False,
|
|
"text_outputs": True,
|
|
"image_outputs": False,
|
|
"audio_outputs": False,
|
|
"video_outputs": False,
|
|
"reasoning_output": True,
|
|
"tool_calling": False,
|
|
"structured_output": True,
|
|
"image_url_inputs": True,
|
|
"pdf_inputs": True,
|
|
"pdf_tool_message": True,
|
|
"image_tool_message": True,
|
|
"tool_choice": True,
|
|
},
|
|
"gpt-4o-mini": {
|
|
"max_input_tokens": 128000,
|
|
"max_output_tokens": 16384,
|
|
"text_inputs": True,
|
|
"image_inputs": True,
|
|
"audio_inputs": False,
|
|
"video_inputs": False,
|
|
"text_outputs": True,
|
|
"image_outputs": False,
|
|
"audio_outputs": False,
|
|
"video_outputs": False,
|
|
"reasoning_output": False,
|
|
"tool_calling": True,
|
|
"structured_output": True,
|
|
"image_url_inputs": True,
|
|
"pdf_inputs": True,
|
|
"pdf_tool_message": True,
|
|
"image_tool_message": True,
|
|
"tool_choice": True,
|
|
},
|
|
"gpt-5": {
|
|
"max_input_tokens": 272000,
|
|
"max_output_tokens": 128000,
|
|
"text_inputs": True,
|
|
"image_inputs": True,
|
|
"audio_inputs": False,
|
|
"video_inputs": False,
|
|
"text_outputs": True,
|
|
"image_outputs": False,
|
|
"audio_outputs": False,
|
|
"video_outputs": False,
|
|
"reasoning_output": True,
|
|
"tool_calling": True,
|
|
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|
|
"image_url_inputs": True,
|
|
"pdf_inputs": True,
|
|
"pdf_tool_message": True,
|
|
"image_tool_message": True,
|
|
"tool_choice": True,
|
|
},
|
|
"gpt-5-pro": {
|
|
"max_input_tokens": 272000,
|
|
"max_output_tokens": 272000,
|
|
"text_inputs": True,
|
|
"image_inputs": True,
|
|
"audio_inputs": False,
|
|
"video_inputs": False,
|
|
"text_outputs": True,
|
|
"image_outputs": False,
|
|
"audio_outputs": False,
|
|
"video_outputs": False,
|
|
"reasoning_output": True,
|
|
"tool_calling": True,
|
|
"structured_output": True,
|
|
"image_url_inputs": True,
|
|
"pdf_inputs": True,
|
|
"pdf_tool_message": True,
|
|
"image_tool_message": True,
|
|
"tool_choice": True,
|
|
},
|
|
"gpt-5.2": {
|
|
"max_input_tokens": 272000,
|
|
"max_output_tokens": 128000,
|
|
"text_inputs": True,
|
|
"image_inputs": True,
|
|
"audio_inputs": False,
|
|
"video_inputs": False,
|
|
"text_outputs": True,
|
|
"image_outputs": False,
|
|
"audio_outputs": False,
|
|
"video_outputs": False,
|
|
"reasoning_output": True,
|
|
"tool_calling": True,
|
|
"structured_output": True,
|
|
"image_url_inputs": True,
|
|
"pdf_inputs": True,
|
|
"pdf_tool_message": True,
|
|
"image_tool_message": True,
|
|
"tool_choice": True,
|
|
},
|
|
"gpt-5.1-chat-latest": {
|
|
"max_input_tokens": 272000,
|
|
"max_output_tokens": 16384,
|
|
"text_inputs": True,
|
|
"image_inputs": True,
|
|
"audio_inputs": False,
|
|
"video_inputs": False,
|
|
"text_outputs": True,
|
|
"image_outputs": False,
|
|
"audio_outputs": False,
|
|
"video_outputs": False,
|
|
"reasoning_output": True,
|
|
"tool_calling": True,
|
|
"structured_output": True,
|
|
"image_url_inputs": True,
|
|
"pdf_inputs": True,
|
|
"pdf_tool_message": True,
|
|
"image_tool_message": True,
|
|
"tool_choice": True,
|
|
},
|
|
}
|