Sparse mixture-of-experts reasoning model with 23B active parameters for coding and agentic workflows
Models
Every model in the catalog with source-linked pricing, context limits, provider availability, and published benchmark results.
Open-weight experimental preview of the Qwen4 architecture: hybrid-attention MoE (125B total, 6B active) with vision encoder for coding, agent tasks, and image and video understanding
Open flagship GLM for long-horizon coding agents and million-token context work
Meituan LongCat-2.0, a reasoning model with tool calling and a 1M-token context window
MiniMax multimodal model for long-context coding, perception, and agent planning
Tencent Hy reasoning model for coding, instruction following, and agent tasks
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
Open MiMo model for multimodal coding agents and long-context automation
Open MoE flagship with million-token context for coding and long agent runs
Fast DeepSeek V4 lane for economical reasoning, coding, and long-context work
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.
Agentic coding model from Poolside in the XS size class for local deployment
Cohere coding model for practical software engineering and agentic edits
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
Late GLM-4 workhorse for coding agents, reasoning, and structured tasks
| Model | Creator | Score | Inputs | Context | Input | Output | Released | Compare |
|---|---|---|---|---|---|---|---|---|
| Beam 1.0 501B A23Breflection/beam-1.0-501b-a23b | 76.5 | 1.04858M | $0.24 | $0.98 | 2026-10-05 | |||
| Qwen3.8 Flash Nextalibaba/qwen3.8-flash-next | 62.5 | 262.144K | $0.1 | $0.2 | 2026-08-27 | |||
| GLM-5.2zhipuai/glm-5.2 | 62.1 | 1M | $1.195 | $4.183 | 2026-06-13 | |||
| LongCat-2.0meituan/longcat-2.0 | 59.5 | 1M | $0.3 | $1.2 | 2026-06-30 | |||
| MiniMax-M3minimax/MiniMax-M3 | 59.0 | 1.04858M | $0.3 | $1.2 | 2026-06-01 | |||
| Hy3tencent/hy3 | 57.9 | 256K | $0.066 | $0.26 | 2026-07-06 | |||
| 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 | $0.202 | $1.211 | 2026-05-29 | |||
| MiniMax-M2.7minimax/MiniMax-M2.7 | 56.2 | 204.8K | $0.3 | $1.2 | 2026-03-18 | |||
| MiMo-V2.5xiaomi/mimo-v2.5 | 56.1 | 1.04858M | $0.14 | $0.28 | 2026-04-22 | |||
| DeepSeek V4 Prodeepseek/deepseek-v4-pro | 55.4 | 1M | $0.66 | $1.98 | 2026-04-24 | |||
| DeepSeek V4 Flashdeepseek/deepseek-v4-flash | 52.6 | 1M | $0.15 | $0.6 | 2026-04-24 | |||
| Muse Glimmer 30Bmeta/muse-glimmer-30b | 51.2 | 131.072K | $0.2 | $0.8 | 2026-08-10 | |||
| Laguna XS 2.1poolside/laguna-xs-2.1 | 47.6 | 262.144K | $0.06 | $0.12 | 2026-07-02 | |||
| North Mini Codecohere/north-mini-code-1-0 | 40.2 | 256K | — | — | 2026-06-09 | |||
| 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 | 2026-04-20 | |||
| Qwen3 235B-A22Balibaba/qwen3-235b-a22b | 21.4 | 131.072K | $0.7 | $2.8 | 2025-04-28 | |||
| GLM-5.1zhipuai/glm-5.1 | 19.8 | 200K | $0.896 | $3.585 | 2026-04-07 | |||
| GLM-4.6zhipuai/glm-4.6 | 9.7 | 204.8K | $0.6 | $2.2 | 2025-09-30 |