Vals Multimodal Index — leaderboard
Benchmark consisting of a weighted performance across finance, coding, and education tasks. Showing the potential impact that LLM's can have on the economy.
Metric: Score (self-reported). Source: benchmarklist.com. Status: saturation imminent. 20 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Claude Fable 5 (Max) | 74.15 |
| 2 | Claude Opus 4.8 (Max) | 70.89 |
| 3 | GPT-5.5 (xHigh) | 68.07 |
| 4 | Claude Opus 4.7 (High) | 67.36 |
| 5 | Gemini 3.5 Flash (High) | 62.93 |
| 6 | Claude Sonnet 4.6 (Max) | 60.57 |
| 7 | MiniMax-M3 | 59.97 |
| 8 | Gemini 3.1 Pro (Preview) (High) | 56.07 |
| 9 | GPT-5.4 Mini (xHigh) | 54.22 |
| 10 | Qwen 3.7 Plus | 53.89 |
| 11 | Gemini 3 Flash (Preview) (High) | 52.19 |
| 12 | Qwen 3.6 Plus | 51.52 |
| 13 | GPT-5.4 Nano (High) | 47.64 |
| 14 | Grok 4.3 (High) | 43.29 |
| 15 | Claude Haiku 4.5 | 42.88 |
Interactive version: theaggregate.ai/benchmark?slug=vals-multimodal-index · How the rankings work · Data refreshed daily, snapshot 2026-07-22.