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Vals Index

Frontier

Benchmark consisting of a weighted performance across finance and coding tasks. Showing the potential impact that LLM's can have on the economy.

Publisher
Vals AI
Published
Jun 2026
Official leaderboard
vals.ai/benchmarks/vals_index

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Notes

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Attribution

Leaderboard scores
Vals AI
Attribution policy →

Top score 75.1% by Claude Fable 5 (batch) - 41 models reporting (17 frontier)

Score history

41
15%36%57%79%100%Oct 25Jan 26Apr 26Jul 26Claude 4.5 HaikuGemini 3 Flash Preview (batch)Claude Sonnet 4.6 (batch)Claude Opus 4.7 (batch)Claude Opus 4.8 (batch)Claude Fable 5 (batch)

Top models

41
Vals IndexBar chart with 21 bars. Highest value: Claude Fable 5 (batch) at 75.1.
21 models

Where it's ranked

1

FAQ

What is Vals Index?
Benchmark consisting of a weighted performance across finance and coding tasks. Showing the potential impact that LLM's can have on the economy.
What is the current top score on Vals Index?
The top reported score is 75.1% by Claude Fable 5 (batch), across 41 models reporting (17 from frontier labs).