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DeepSWE v1.1 mini-swe-agent v2.4.6 leaderboard

As of November 14, 2026, among the results listed here, Thinking Machines Inkling 2 Small has the highest reported DeepSWE v1.1 mini-swe-agent v2.4.6 score, 72.1%, published by Thinking Machines. 1 model has a DeepSWE v1.1 mini-swe-agent v2.4.6 result in our records.

Scores as the model makers published them, not re-run by us; each row links to its announcement.

Best reported score

72.1%

T Thinking Machines Inkling 2 Small

Reported by Thinking Machines, November 9, 2026

1 model ranked · 1 maker

Reported DeepSWE v1.1 mini-swe-agent v2.4.6 scores

DeepSWE v1.1 mini-swe-agent v2.4.6 scores reported by model makers
Rank Model Score Setting Reported by Date
1 T Inkling 2 Small 72.1% Not published Thinking Machines November 9, 2026 (model release)

How much to trust these numbers

Source
Reported by the model makers themselves. Not re-run by LLMBenchmark or anyone independent.
Settings
All ranked results use the same reported setting.
Freshness
Published November 9, 2026.

What DeepSWE v1.1 mini-swe-agent v2.4.6 measures

DeepSWE v1.1 mini-swe-agent v2.4.6 appears in the release announcements of Thinking Machines. We have not found a public write-up of the benchmark itself yet.