Supported models
Newest first. Scores come from each model's own card and were checked against the cards on 10 November 2026.
| Model | Provider | Licence | Size | Memory | Nodes a copy | Scores |
|---|---|---|---|---|---|---|
| Nemotron 3.5 Super VL | NVIDIA | OpenMDW-1.1 | 120B12B active | 82 GB | 1 | GPQA Diamond 89.5SWE-bench Verified 71.1Terminal-Bench 2.1 60.7 |
| Kolibri-1 | Aleph Alpha | Apache 2.0 | 78B3.5B active | 88 GB | 1 | GPQA Diamond 84.3LiveCodeBench v6 85.9IFBench 78.1 |
| DeepSeek V4.1 Flash 1017 | DeepSeek | MIT | 552B backbone16B active | 216 GB | 2 | Terminal-Bench 4.0 42.3DeepSWE v1.1 77.0HLE 42.6 |
| Kimi K3.1 | Moonshot AI | Modified MIT | 2.8T104B active | On a call | On a call | GPQA Diamond 93.5Terminal-Bench 2.1 88.3 (Kimi K3 card) |
| Qwen3.8 27B | Qwen | Apache 2.0 | 27B | 33 GB | 1 | LiveCodeBench v6 90.3Terminal-Bench 2.1 73.0GPQA Diamond 89.2IFBench 79.5 |
| GLM-5.3 Flash | Z.ai | MIT | 320B18B active | 200 GB | 2 | Terminal-Bench 2.1 84.3SWE-bench Verified 92.0 (Vals AI) |
| Muse Glimmer 30B | Meta | Apache 2.0 | 30B | 31 GB | 1 | SWE-bench Verified 76.0MCP-Atlas 75.5CharXiv-R 78.8 |
| Qwen3.6 35B | Qwen | Apache 2.0 | 35B3B active | 45 GB | 1 | SWE-bench Verified 73.4GPQA Diamond 86.0MMMU 81.7 |
| Gemma 4 26B | Apache 2.0 | 25B4B active | 37 GB | 1 | MMMU-Pro 73.8GPQA Diamond 82.3 | |
| Mistral Small 4 | Mistral AI | Apache 2.0 | 119B6.5B active | 72 GB | 1 | GPQA Diamond 71.2 |
| Qwen3 Coder Next | Qwen | Apache 2.0 | 80B3B active | 55 GB | 1 | SWE-bench Verified 70.6Terminal-Bench 2.0 36.2 |
| gpt-oss 120B | OpenAI | Apache 2.0 | 117B5B active | 70 GB | 1 | SWE-bench Verified 62.4GPQA Diamond 80.1 |
| Qwen3 Embedding 8B | Qwen | Apache 2.0 | 8B | 10 GB | 1 | MTEB multilingual retrieval 70.88 |
Reading the table
- Size. Each model is listed at the setup that keeps its quality within about half a point to two points of the original.
- Memory. The weights plus room for 8 conversations of 32K tokens.
- Nodes a copy. A model too big for one node spreads each copy across several linked nodes.