Large coding-reasoning model for agentic software tasks and RL search
Models
Every model in the catalog with source-linked pricing, context limits, provider availability, and published benchmark results.
Open flagship GLM for long-horizon coding agents and million-token context work
MiniMax multimodal model for long-context coding, perception, and agent planning
Stronger MiMo Pro tier for multimodal reasoning and coding-agent execution
Newer StepFun flash model for faster agents, coding, and multimodal prompts
Open MiniMax flagship for coding agents, office automation, and complex environments
Muse Glimmer is a 30-billion-parameter open-weight multimodal model from Meta Superintelligence Labs, distilled from Muse Spark for always-on local agents, tool use, coding, and image understanding.
Large coding-reasoning model for agentic software tasks and RL search
Agentic coding model from Poolside in the XS size class for local deployment
Open coding-reasoning model for repository tasks and self-improving agents
Cohere coding model for practical software engineering and agentic edits
Open Qwen coding heavyweight for repository reasoning and agentic engineering
Earlier MiniMax agent model for practical coding and productivity tasks
Multimodal Kimi workhorse for agent loops, coding tasks, and visual context
Large open Qwen MoE for multilingual reasoning, coding, and tool use
Strong GLM coding model for agentic engineering, terminals, and repository generation
Open MoE flagship with million-token context for coding and long agent runs
Late GLM-4 workhorse for coding agents, reasoning, and structured tasks
Open multimodal Llama for strong reasoning with efficient everyday serving
| Model | Creator | Score | Inputs | Context | Input | Output | Released | Compare |
|---|---|---|---|---|---|---|---|---|
| Ornith 1.0 397Bdeepreinforce/ornith-1.0-397b | 62.2 | 262.144K | — | — | 2026-06-25 | |||
| GLM-5.2zhipuai/glm-5.2 | 62.1 | 1M | $1.4 | $4.4 | 2026-06-13 | |||
| MiniMax-M3minimax/MiniMax-M3 | 59.0 | 1.04858M | $0.3 | $1.2 | 2026-06-01 | |||
| MiMo-V2.5-Proxiaomi/mimo-v2.5-pro | 57.2 | 1.04858M | $0.435 | $0.87 | 2026-04-22 | |||
| Step 3.7 Flashstepfun/step-3.7-flash | 56.3 | 256K | $0.185 | $1.11 | 2026-05-29 | |||
| MiniMax-M2.7minimax/MiniMax-M2.7 | 56.2 | 204.8K | $0.3 | $1.2 | 2026-03-18 | |||
| Muse Glimmer 30Bmeta/muse-glimmer-30b | 51.2 | 131.072K | $0.2 | $0.8 | 2026-08-10 | |||
| Ornith 1.0 35Bdeepreinforce/ornith-1.0-35b | 50.4 | 262.144K | — | — | 2026-06-25 | |||
| Laguna XS 2.1poolside/laguna-xs-2.1 | 47.6 | 262.144K | $0.06 | $0.12 | 2026-07-02 | |||
| Ornith 1.0 9Bdeepreinforce/ornith-1.0-9b | 42.9 | 262.144K | — | — | 2026-06-25 | |||
| North Mini Codecohere/north-mini-code-1-0 | 40.2 | 256K | — | — | 2026-06-09 | |||
| Qwen3-Coder 480B-A35B Instructalibaba/qwen3-coder-480b-a35b-instruct | 38.7 | 262.144K | $1.5 | $7.5 | 2025-04 | |||
| MiniMax-M2.1minimax/MiniMax-M2.1 | 36.8 | 204.8K | $0.3 | $1.2 | 2025-12-23 | |||
| Kimi K2.6moonshotai/kimi-k2.6 | 27.3 | 262.144K | $0.95 | $4 | 2026-04-21 | |||
| Qwen3 235B-A22Balibaba/qwen3-235b-a22b | 21.4 | 131.072K | $0.7 | $2.8 | 2025-04 | |||
| GLM-5.1zhipuai/glm-5.1 | 19.8 | 200K | $1.4 | $4.4 | 2026-04-07 | |||
| DeepSeek V4 Prodeepseek/deepseek-v4-pro | 18.0 | 1M | $0.435 | $0.87 | 2026-04-24 | |||
| GLM-4.6zhipuai/glm-4.6 | 9.7 | 204.8K | $0.6 | $2.2 | 2025-09-30 | |||
| Llama 4 Maverick 17B Instructmeta/llama-4-maverick-17b-instruct | 5.2 | 1M | $0.14 | $0.59 | 2025-04-05 |