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Vals Multimodal Index

Frontier

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

Publisher
Vals AI
Domain
Multimodal
Published
Jun 2026

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Attribution

Leaderboard scores
Vals AI
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Top score 70.7% by Claude Opus 4.8 - 16 models reporting (9 frontier)

Score history

16
20%40%60%80%100%Oct 25Dec 25Feb 26Apr 26Claude 4.5 HaikuGemini 3 Flash PreviewClaude Sonnet 4.6Claude Opus 4.7Claude Opus 4.8

Top models

16
Vals Multimodal IndexBar chart with 16 bars. Highest value: Claude Opus 4.8 at 70.7.
16 models

Where it's ranked

1

FAQ

What is Vals Multimodal Index?
Benchmark consisting of a weighted performance across finance, coding, and education tasks. Showing the potential impact that LLM's can have on the economy.
What is the current top score on Vals Multimodal Index?
The top reported score is 70.7% by Claude Opus 4.8, across 16 models reporting (9 from frontier labs).