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Thinking Machines released on Nov 5, 2026 just released, no ECI yet

Inkling 2 Small

Inkling 2 Small (Thinking Machines) was released on Nov 5, 2026. It has no ECI yet: the Epoch AI composite index comes out in a later round after launch, and until then the model holds no position in the ranking. On Arena, which measures human preference in blind comparisons, it has 1,479 ELO points (#52). Against models of the same generation, its best result is on ARC-AGI: 96.5%, #13 of 49, tied with 3 others.

no rank in the ranking: the ECI is not out yet
pending ECI, the Epoch AI capability index
1,479 Arena ELO, human preference · #52
not measured LiveBench, overall average from 0 to 100
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What the tests say

Where Inkling 2 Small stands out and where it falls behind, by the numbers

Inkling 2 Small has published results on 4 tests compiled by Epoch AI. The yardstick here is its generation: its position among the models released between Feb 8, 2026 and Feb 3, 2027 that took the same test. Against the whole archive, which includes 2023 models, a recent release lands near the top of almost everything, and that says nothing.

Where it stands out

Tests where it sits in the top third of its own generation.

ARC-AGI96.5%
#13 of 49 in its generation, tied with 3 · #13 of 88 overall

Where it falls behind

Tests where it sits in the bottom half of its own generation.

Apex Agents46.8%
#40 of 57 in its generation · record: 84.2% (Gemini 4 Carbon)
SciCode52.3%
#43 of 75 in its generation · record: 67.7% (Claude Fable 5.2)
See all 4 tests, one by one
TestScoreIn its generationOverallTest record
SciCode 52.3% #43 / 75 #43 / 102 67.7% Claude Fable 5.2
ARC-AGI 2 81.7% #19 / 49 #19 / 90 95.0% GPT-6 Astra
ARC-AGI 96.5% #13 / 49 (tied with 3) #13 / 88 98.5% Claude Fable 5
Apex Agents 46.8% #40 / 57 #40 / 60 84.2% Gemini 4 Carbon

For each test, the model's best effort level counts, as in the ranking. Source of the scores: Epoch AI, under CC BY 4.0.

Family

Other models from Thinking Machines

The models from the same lab closest in time, newest first.

ModelReleaseECIELOLiveBenchAccess
Inkling 2 Small Nov 5, 2026 no ECI 1,479 n/a
Inkling-Small Jul 15, 2026 150.75 1,462 n/a Open weights (unrestricted)
Inkling Jul 15, 2026 148.39 1,493 71.9 Open weights (unrestricted)
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Frequently asked questions

What people ask about Inkling 2 Small

What is Inkling 2 Small best at?

Against models of the same generation (released up to 9 months before and up to 3 months after it), the best relative results of Inkling 2 Small are: ARC-AGI (#13 of 49). The yardstick is its position among the models of that period that took the same test.

Where do the numbers on this page come from?

From the same three sources as the ranking, all openly licensed: Epoch AI (ECI and individual tests, CC BY 4.0), Arena (human-preference ELO, CC BY 4.0) and LiveBench (overall average, CC BY-SA 4.0). ROO3 does not measure any model. When the page shows a figure published by the maker itself, it appears in the written analysis, labeled as the maker's, and never enters the ranking.

Sources

Where each number comes from

Epoch AI, "AI Benchmarking Hub". Published at epoch.ai. Data under the CC BY 4.0 licence, reordered by roo3.co.

The Arena (LMArena) leaderboard, from the public lmarena-ai/leaderboard-dataset on Hugging Face, under the CC BY 4.0 licence. We are not affiliated with the Arena.

LiveBench, by the LiveBench team, published at livebench.ai under the CC BY-SA 4.0 license. The overall average is recomputed by roo3.co with the same formula as the website (average of the categories), and those numbers stay under CC BY-SA 4.0. We are not affiliated with LiveBench.

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