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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11 models
Structured output ollama-cloud
MiniMax: MiniMax-M3.1-Flash T
Reasoning Tools

Frontier multimodal coding model with 1M context window and tunable thinking depth

minimax/MiniMax-M3.1-Flash 2026-10-19 1M context $0.15/M input $0.6/M output
17 providers
DeepSeek: DeepSeek V4.1 Flash 1017 T
Reasoning Tools JSON Open weights

October 17 update of DeepSeek V4.1 Flash with improved reasoning, coding, agentic tasks, and visual understanding

deepseek/deepseek-v4.1-flash-1017 2026-10-17 1M context $0.15/M input $0.6/M output
33 providers
Meta: Muse Spark Open T
Reasoning Tools JSON Open weights

Muse Spark Open is an 816B total / 42B active open-weight multimodal reasoning model from Meta for coding and long-horizon agentic work, with 1M-token context.

meta/muse-spark-open 2026-10-15 1.04858M context $1.25/M input $4.25/M output
14 providers
Mistral AI: Mistral Large 4 T
Reasoning Tools JSON

Mistral's 1T-parameter multimodal MoE for reasoning, coding, and agentic work

mistral/mistral-large-4 2026-10-06 1.04858M context $1.36/M input $4.18/M output
14 providers
Reflection: Beam 1.0 501B A23B T
Reasoning Tools JSON Open weights

Sparse mixture-of-experts reasoning model with 23B active parameters for coding and agentic workflows

reflection/beam-1.0-501b-a23b 2026-10-05 1.04858M context $0.24/M input $0.98/M output
9 providers
DeepSeek: DeepSeek V4.1 Flash T
Reasoning Tools JSON Open weights

DeepSeek V4.1 Flash model for reasoning and agentic coding

deepseek/deepseek-v4.1-flash 2026-09-10 1M context $0.02/M input $1/M output
70 providers
Zhipu AI: GLM-5.3-Flash T
Reasoning Tools JSON Open weights

Native multimodal GLM model for efficient coding and long-horizon agent tasks

zhipuai/glm-5.3-flash 2026-08-26 1M context $0.12/M input $0.418/M output
65 providers
Zhipu AI: GLM-5.3 T
Reasoning Tools JSON Open weights

Flagship GLM model for long-horizon coding, agents, and complex project delivery

zhipuai/glm-5.3 2026-08-14 1M context $1.195/M input $4.183/M output
73 providers
DeepSeek: DeepSeek V4 Pro 0813 T
Reasoning Tools JSON Open weights

DeepSeek V4 Pro snapshot with million-token context and support for thinking and non-thinking modes

deepseek/deepseek-v4-pro-0813 2026-08-13 1M context $0.132/M input $0.396/M output
42 providers
DeepSeek: DeepSeek V4 Flash 0731 T
Reasoning Tools JSON Open weights

Official DeepSeek V4 Flash release with enhanced agentic capabilities and integrated DSpark speculative decoding

deepseek/deepseek-v4-flash-0731 2026-07-31 1M context $0.035/M input $0.07/M output
56 providers
Zhipu AI: GLM-5.2 T
Reasoning Tools JSON Open weights

Open flagship GLM for long-horizon coding agents and million-token context work

zhipuai/glm-5.2 2026-06-13 1M context $1.195/M input $4.183/M output
81 providers