Inkling Small (xHigh): benchmark results

Provider: Thinking Machines. Released 2026-07-30. Access: Open.

Unified ELO 1631 ± 1, rank #443 of 3078 rated models, from 11 benchmark results.

Strongest benchmark results

BenchmarkScoreMetricPercentile
Epoch AI - GPQA Diamond88.51Accuracy (%)84
OTIS Mock AIME 2024-2590Accuracy (%)78.4
FrontierMath - Tiers 1-3 (v2)46.32Accuracy (%, 285 private v2 problems)67.2
ARC-AGI-184Accuracy (%)64.3
ARC-AGI-240.14Accuracy (%)63.7
Chess Puzzles (Epoch AI)18Accuracy (%)56.3
FrontierMath - Tier 4 (v2)17.07Accuracy (%, 41 private v2 problems)34.3
SimpleQA Verified19.1Accuracy (%)15.2
Epoch AI - Mystery Game Puzzles6Score8.3
Chartography9.1Score (%)3.5
HANDBOOK.md Agents1.2Score (%)3.5

Interactive version: theaggregate.ai/model?slug=inkling-small-xhigh · How It Works · Data refreshed daily, snapshot 2026-09-19.