Inkling Extra High
| Released | 2026-07-15 |
|---|---|
| Price per 1M | $1.87 in · $4.68 out |
| Overall score | 53.8 · rank 215 |
| Context window | 1,048,576 tokens |
| Provider | Thinking Machines |
| Weights | Open weights (Apache-2.0) |
| Configuration | Extra High |
Scores
| Dimension | Score | Rank | Benchmarks |
|---|---|---|---|
| Overall: Balanced | 53.8 | 215 | 10 |
| Overall: Coding | 53.7 | 207 | 6 |
| Overall: Reasoning | 54.1 | 204 | 7 |
| Overall: Agentic work | 54.1 | 216 | 6 |
| Overall: Frontend | 53.5 | 173 | 3 |
| Coding | 53.5 | 206 | 3 |
| Reasoning | 55.2 | 196 | 3 |
| Math | 53.1 | 144 | 3 |
| Knowledge | 53.4 | 94 | 1 |
| Value vs price | +0.9 | 218 |
Evidence
Coding 53.5 ±2.6
| Benchmark | Result | Source | Date |
|---|---|---|---|
| FrontierSWE | 4.1% | Epoch AI | 2026-11-11 |
| WeirdML v3 | 3.9% | Epoch AI | 2026-11-11 |
| SciCode | 47.0% | Epoch AI | 2026-11-11 |
Reasoning 55.2 ±4.7
| Benchmark | Result | Source | Date |
|---|---|---|---|
| GPQA Diamond | 88.3% | Epoch AI | 2026-08-05 |
| CritPt | 5.4% | Epoch AI | 2026-11-11 |
| Chess Puzzles | 21.0% | Epoch AI | 2026-10-13 |
Math 53.1 ±2.0
| Benchmark | Result | Source | Date |
|---|---|---|---|
| FrontierMath Tiers 1-3 | 33.3% | Epoch AI | 2026-08-06 |
| FrontierMath Tier 4 | 4.9% | Epoch AI | 2026-08-06 |
| OTIS Mock AIME 2024-2025 | 88.9% | Epoch AI | 2026-08-05 |
Knowledge 53.4 ±3.0
| Benchmark | Result | Source | Date |
|---|---|---|---|
| SimpleQA Verified | 40.3% | Epoch AI | 2026-08-27 |
Names matched to this model
inkling-xhigh