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.
MiniMax multimodal model for long-context coding, perception, and agent planning
Newer StepFun flash model for faster agents, coding, and multimodal prompts
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
Open coding-reasoning model for repository tasks and self-improving agents
Multimodal Kimi workhorse for agent loops, coding tasks, and visual context
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 | |||
| MiniMax-M3minimax/MiniMax-M3 | 59.0 | 1.04858M | $0.3 | $1.2 | 2026-06-01 | |||
| Step 3.7 Flashstepfun/step-3.7-flash | 56.3 | 256K | $0.185 | $1.11 | 2026-05-29 | |||
| 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 | |||
| Ornith 1.0 9Bdeepreinforce/ornith-1.0-9b | 42.9 | 262.144K | — | — | 2026-06-25 | |||
| Kimi K2.6moonshotai/kimi-k2.6 | 27.3 | 262.144K | $0.95 | $4 | 2026-04-21 | |||
| Llama 4 Maverick 17B Instructmeta/llama-4-maverick-17b-instruct | 5.2 | 1M | $0.14 | $0.59 | 2025-04-05 |