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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17 models
200K+ Open weights
Ranked by SWE-Bench Pro
Deepreinforce: Ornith 1.0 397B T
Open weights 62.2

Large coding-reasoning model for agentic software tasks and RL search

deepreinforce/ornith-1.0-397b 2026-06-25 262.144K context Input not listed Output not listed
Zhipu AI: GLM-5.2 T
Reasoning Tools JSON Open weights 62.1

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

zhipuai/glm-5.2 2026-06-13 1M context $1.4/M input $4.4/M output
72 providers
MiniMax: MiniMax-M3 T
Reasoning Tools Open weights 59.0

MiniMax multimodal model for long-context coding, perception, and agent planning

minimax/MiniMax-M3 2026-06-01 1.04858M context $0.3/M input $1.2/M output
37 providers
Xiaomi: Xiaomi: MiMo-V2.5-Pro T
Reasoning Tools Open weights 57.2

MiMo-V2.5-Pro is Xiaomi’s flagship model, delivering strong performance in general agentic capabilities, complex software engineering, and long-horizon tasks, with top rankings on benchmarks such as ClawEval, GDPVal, and SWE-bench Pro....

xiaomi/mimo-v2.5-pro 2026-04-22 1.04858M context $0.435/M input $0.87/M output
24 providers
StepFun: StepFun: Step 3.7 Flash T
Reasoning Tools JSON Open weights 56.3

Step 3.7 Flash is StepFun's latest high-efficiency multimodal Mixture-of-Experts model. It pairs a 196B-parameter language backbone with a vision encoder for native image and video understanding, activating roughly 11B parameters...

stepfun/step-3.7-flash 2026-05-29 256K context $0.2/M input $1.15/M output
17 providers
MiniMax: MiniMax-M2.7 T
Reasoning Tools Open weights 56.2

Open MiniMax flagship for coding agents, office automation, and complex environments

minimax/MiniMax-M2.7 2026-03-18 204.8K context $0.3/M input $1.2/M output
35 providers
Deepreinforce: Ornith 1.0 35B T
Open weights 50.4

Large coding-reasoning model for agentic software tasks and RL search

deepreinforce/ornith-1.0-35b 2026-06-25 262.144K context Input not listed Output not listed
Poolside: Poolside: Laguna XS 2.1 T
Reasoning Tools Open weights 47.6

Laguna XS 2.1 is the latest coding agent model in the 33B-A3B category from [Poolside](https://poolside.ai/) and a step forward from their Laguna XS.2 model (released in April 2026). It combines...

poolside/laguna-xs-2.1 2026-07-02 262.144K context $0.06/M input $0.12/M output
6 providers
Deepreinforce: Ornith 1.0 9B T
Open weights 42.9

Open coding-reasoning model for repository tasks and self-improving agents

deepreinforce/ornith-1.0-9b 2026-06-25 262.144K context Input not listed Output not listed
Cohere: North Mini Code T
Reasoning Tools JSON Open weights 40.2

Cohere coding model for practical software engineering and agentic edits

cohere/north-mini-code-1-0 2026-06-09 256K context Input not listed Output not listed
1 provider
Alibaba Qwen: Qwen3-Coder 480B-A35B Instruct T
Tools Open weights 38.7

Open Qwen coding heavyweight for repository reasoning and agentic engineering

alibaba/qwen3-coder-480b-a35b-instruct 2025-04 262.144K context $1.5/M input $7.5/M output
7 providers
MiniMax: MiniMax-M2.1 T
Reasoning Tools Open weights 36.8

Earlier MiniMax agent model for practical coding and productivity tasks

minimax/MiniMax-M2.1 2025-12-23 204.8K context $0.3/M input $1.2/M output
15 providers
Moonshot AI: MoonshotAI: Kimi K2.6 T
Reasoning Tools JSON Open weights 27.3

Kimi K2.6 is Moonshot AI's next-generation multimodal model, designed for long-horizon coding, coding-driven UI/UX generation, and multi-agent orchestration. It handles complex end-to-end coding tasks across Python, Rust, and Go, and...

moonshotai/kimi-k2.6 2026-04-21 262.144K context $0.95/M input $4/M output
64 providers
Zhipu AI: GLM-5.1 T
Reasoning Tools JSON Open weights 19.8

Strong GLM coding model for agentic engineering, terminals, and repository generation

zhipuai/glm-5.1 2026-04-07 200K context $1.4/M input $4.4/M output
45 providers
DeepSeek: DeepSeek: DeepSeek V4 Pro 0423 T
Reasoning Tools JSON Open weights 18.0

DeepSeek V4 Pro is a large-scale Mixture-of-Experts model from DeepSeek with 1.6T total parameters and 49B activated parameters, supporting a 1M-token context window. It is designed for advanced reasoning, coding,...

deepseek/deepseek-v4-pro 2026-04-24 1.024M context $0.948/M input $1.896/M output
62 providers
Zhipu AI: GLM-4.6 T
Reasoning Tools Open weights 9.7

Late GLM-4 workhorse for coding agents, reasoning, and structured tasks

zhipuai/glm-4.6 2025-09-30 204.8K context $0.6/M input $2.2/M output
18 providers
Meta: Llama 4 Maverick 17B Instruct T
Tools Open weights 5.2

Open multimodal Llama for strong reasoning with efficient everyday serving

meta/llama-4-maverick-17b-instruct 2025-04-05 1M context $0.14/M input $0.59/M output
6 providers