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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 74.2% by Claude Fable 5 (batch) - 32 models reporting (16 frontier)

Score history

32
20%40%60%80%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

32
Vals Multimodal IndexBar chart with 21 bars. Highest value: Claude Fable 5 (batch) at 74.2.
21 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 74.2% by Claude Fable 5 (batch), across 32 models reporting (16 from frontier labs).