Inkling scores 30.1 on the Respan Index (#64), ahead of MiniMax M3 at 29.1 (#65). Inkling leads on 9 of the 17 benchmarks both report. MiniMax M3 is 3.4x cheaper per token at list price.
* Estimated: no published scores in that category. How the Respan Index works
| 71% |
| 68.2% |
| LiveBench Data Analysis (LiveBench) | 72.8% | 76.2% |
| LiveBench Instruction Following (LiveBench) | 70.1% | 57.5% |
| LiveBench Language (LiveBench) | 73.5% | 76.8% |
| LiveBench Mathematics (LiveBench) | 88.4% | 76.9% |
| LiveBench Reasoning (LiveBench) | 78.3% | 74.5% |
| OTIS Mock AIME 2024-2025 (Epoch AI) | 88.9% | 71.1% |
| SAGE (Vals AI) | 36.6% | 50.6% |
| Terminal-Bench 4.0 (Vals AI) | 0.5% | 1% |
| LMArena Agent (LMArena) | -0.1086 | -0.0687 |
| LMArena Elo | 1441 | 1434 |
| LMArena WebDev (LMArena) | 1413 | 1482 |
| SimpleBench (SimpleBench) | 50% | 45.8% |
Higher is better. Each score links to where it was published.