Inkling is an open-weight multimodal mixture-of-experts model from Thinking Machines Lab, with 41B active parameters out of 975B total. It is designed for general-purpose reasoning, coding, agentic and tool-use systems,... (description from the OpenRouter listing)
| Benchmark | Domain | Score | vs best recorded | Setting | Run | Source |
|---|---|---|---|---|---|---|
| FrontierCode | coding | 14.0% | 26% | — | — | External ↗ |
| ProofBench | math | 0.0% | 0% | — | — | External ↗ |
| APEX-Agents | agents | 33.8% | 49% | — | — | External ↗ |
| ARC-AGI-2 | reasoning | 36.5% | 38% | — | — | External ↗ |
| WeirdML | coding | 32.3% ±0.0 | 35% | high | — | External ↗ |
| SimpleBench | reasoning | 50.0% | 61% | — | — | External ↗ |
| ARC-AGI | reasoning | 79.5% | 81% | — | — | External ↗ |
Source: Epoch AI Benchmarking Hub (CC BY 4.0). “External” rows are leaderboard results Epoch collects from third parties. Best reported setting per benchmark is shown.
3 observations (OpenRouter listing + Internet Archive snapshots). History accumulates with every ingest run; a single point means no change has been observed yet.