ModelBench
Model catalog

Models

Every model in the catalog with source-linked pricing, context limits, provider availability, and published benchmark results.

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65 models
google-vertex
OpenAI: GPT OSS 120B T
Tools Open weights

Open GPT reasoning model for self-hosted agents and controllable deployments

openai/gpt-oss-120b 2025-08-05 131.072K context $0.03/M input $0.15/M output
62 providers
OpenAI: GPT OSS 20B T
Reasoning Open weights

Open GPT reasoning model for self-hosted agents and controllable deployments

openai/gpt-oss-20b 2025-08-05 131.072K context $0.018/M input $0.09/M output
39 providers
Anthropic: Claude Opus 4.1 T
Reasoning Tools

Flagship Claude model for deep reasoning, coding, and long-horizon agents

anthropic/claude-opus-4-1-20250805 2025-08-05 200K context $15/M input $75/M output
14 providers
Google: Gemini 2.5 Flash-Lite T
Reasoning Tools

Lean Gemini 2.5 lane for cheap multimodal traffic and quick agents

google/gemini-2.5-flash-lite 2025-06-17 1.04858M context $0.1/M input $0.4/M output
19 providers
Google: Gemini 2.5 Flash T
Reasoning Tools

Fast Gemini workhorse for multimodal apps where latency and price matter

google/gemini-2.5-flash 2025-06-17 1.04858M context $0.3/M input $2.5/M output
32 providers
Google: Gemini 2.5 Pro T
Reasoning Tools

Google's proven reasoning model for coding, math, and multimodal analysis

google/gemini-2.5-pro 2025-06-17 1.04858M context $1.25/M input $10/M output
31 providers
Anthropic: Claude Opus 4 T
Reasoning Tools

Flagship Claude model for deep reasoning, coding, and long-horizon agents

anthropic/claude-opus-4-20250514 2025-05-22 200K context $15/M input $75/M output
9 providers
Anthropic: Claude Sonnet 4 T
Reasoning Tools

Balanced Claude model for coding, analysis, agent workflows, and cost control

anthropic/claude-sonnet-4-20250514 2025-05-22 200K context $3/M input $15/M output
13 providers
Google: Gemini Embedding 001 T

Embedding model for semantic search, retrieval, clustering, and ranking pipelines

google/gemini-embedding-001 2025-05-20 2.048K context $0.15/M input Output not listed
6 providers
Mistral AI: Mistral Medium 3 T
Tools JSON

Mistral model for multilingual chat, reasoning, and tool-assisted workflows

mistral/mistral-medium-2505 2025-05-07 131.072K context $0.4/M input $2/M output
12 providers
Mistral AI: Mistral Medium 3 T
Tools JSON

Mistral model for multilingual chat, reasoning, and tool-assisted workflows

mistral/mistral-medium-3 2025-05-07 131.072K context $0.4/M input $2/M output
10 providers
Meta: Llama 4 Scout 17B Instruct T
Tools JSON Open weights

Open Llama with long-context vision for efficient multimodal agents

meta/llama-4-scout-17b-instruct 2025-04-05 10M context $0.17/M input $0.66/M output
5 providers
Mistral AI: Mistral Small 3.1 24B T
Open weights

Efficient multimodal model for instruction following, coding, reasoning, and function calling

mistral/mistral-small-3-1-24b-instruct-2503 2025-03-17 128K context Input not listed Output not listed
4 providers
Mistral AI: Mistral Small 3.1 24B T
Tools JSON Open weights

Efficient Mistral model for fast chat, extraction, and production assistants

mistral/mistral-small-3.1-24b-instruct 2025-03-17 128K context $0.1/M input $0.3/M output
4 providers
Anthropic: Claude Haiku 3.5 T
Tools

Fast Claude model for responsive assistance, classification, and lightweight agents

anthropic/claude-3-5-haiku-20241022 2024-10-22 200K context $0.8/M input $4/M output
3 providers