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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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Attribution

Leaderboard scores
Vals AI
Attribution policy →

Top score 68.9% by Gemini 4 Argon - 69 models reporting (28 frontier)

Score history

68
0%25%50%75%100%Oct 25Jan 26Apr 26Jul 26Oct 26Claude 4.5 HaikuGemini 3 Flash PreviewClaude Sonnet 4.6GLM 5.1Claude Fable 5Claude Opus 5Claude Fable 5.1Gemini 4 Argon

Top models

69
Vals IndexBar chart with 21 bars. Highest value: Gemini 4 Argon at 68.9.
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 68.9% by Gemini 4 Argon, across 69 models reporting (28 from frontier labs).