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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.

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

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Attribution

Leaderboard scores
Vals AI
Attribution policy →

Top score 70.2% by Claude Opus 4.8 - 20 models reporting (10 frontier)

Score history

20
15%36%57%79%100%Oct 25Dec 25Feb 26Apr 26Claude 4.5 HaikuGemini 3 Flash PreviewClaude Sonnet 4.6Claude Opus 4.7Claude Opus 4.8

Top models

20
Vals IndexBar chart with 20 bars. Highest value: Claude Opus 4.8 at 70.2.
20 models

Where it's ranked

1

Official leaderboard

vals.ai

Single benchmark

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 70.2% by Claude Opus 4.8, across 20 models reporting (10 from frontier labs).