Thinking Machines / MODEL EVIDENCE

Inkling Small

3 benchmarks · 3 observations · 3 sources · released 2026-07-30

Scores at a glance

46 benchmarks · large dot: Inkling Small; small dots: closest models where reported

032.29

Inkling Small · CritPt · Accuracy · % ↗

Closest models by score

Similar positions on shared benchmark leaderboards. Smaller gaps are closer.

7.7 percentile-point gap

34 of 40 shared benchmark comparisons

17.7 percentile-point gap

25 of 40 shared benchmark comparisons

27.0 percentile-point gap

26 of 40 shared benchmark comparisons

How similarity is measured

Mean absolute gap in percentile positions on shared benchmark settings; lower is closer. At least 60% overlap is required, with a minimum of three when available. Independent evaluations are used when there are at least three; otherwise published report comparisons are used. Repeated model observations within one setting are averaged before ranking. Writing-style traits and composite indices are excluded. This describes similarity, not an overall quality ranking.

Sources

Every plotted observation links to its evaluation. Reported configurations, benchmark versions and task subsets can differ; similarity describes shared scores, not training lift.

  1. CritPt v2 Benchmark | Artificial Analysis ↗

    Artificial Analysis

  2. EnterpriseOps-Gym-AA Benchmark | Artificial Analysis ↗

    Artificial Analysis

  3. Harvey LAB-AA v1.1 Benchmark | Artificial Analysis ↗

    Artificial Analysis

Names used in source tables

Inkling Small