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Excel Modeling Benchmark v1.1 leaderboard

As of November 14, 2026, among the results listed here, Thinking Machines Inkling 2 Small has the highest reported Excel Modeling Benchmark v1.1 score, 69.5%, published by Thinking Machines. 1 model has a Excel Modeling Benchmark v1.1 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

69.5%

T Thinking Machines Inkling 2 Small

Reported by Thinking Machines, November 9, 2026

1 model ranked · 1 maker

Reported Excel Modeling Benchmark v1.1 scores

Excel Modeling Benchmark v1.1 scores reported by model makers
Rank Model Score Setting Reported by Date
1 T Inkling 2 Small 69.5% 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 Excel Modeling Benchmark v1.1 measures

It asks models to build Excel financial models from templates or scratch; the score reflects performance on these modeling tasks. Source: Finance Agent v1.1 Leaderboard and Methodology