Vals Index
As of Nov 3, 2026, Vals Index (v2.2) is maintained by Vals AI. Metric accuracy (%). Ceiling 100. Saturation unknown. Contamination risk low.
- Maintainer
- Vals AI
- Metric
- accuracy (%)
- Ceiling
- 100
- Saturation
- unknown
- Contamination
- low
- Cadence
- Declared cadence: as Vals updates (checked daily). Catalog snapshots: 1, latest Nov 3, 2026.
- Source
- Vals AI · this benchmark on Vals AI
- Grading
- Composite of Vals benchmarks (mixed grading) — GDP-weighted composite of Vals tasks. Its coding bucket includes Terminal-Bench and its legal bucket includes Harvey's Legal Agent Benchmark, so it is not purely proprietary.
Source: Vals AI. A proprietary private test set run by Vals; scores are republished with permission. Rows are dated the day isitsota first saw them, and only the benchmark's standard harness counts.
Categories
Where it counts
- General LLM — secondary, weight 0.45
Top 5
Current top scores
- Claude Sonnet 5.5 · 70.854 · Nov 3, 2026
- Gemini 4 Carbon · 70.45 · Nov 3, 2026
- Claude Opus 5.5 · 70.177 · Nov 3, 2026
- Gemini 4 Argon · 69.237 · Nov 3, 2026
- Muse Wonder Full · 66.787 · Nov 3, 2026
| Model | Score | Date | Kind |
|---|---|---|---|
| Claude Sonnet 5.5 | 70.854 | 2026-11-03 | snapshot |
| Claude Opus 5.5 | 70.177 | 2026-11-03 | snapshot |
| Gemini 4 Argon | 69.237 | 2026-11-03 | snapshot |
| Muse Wonder Full | 66.787 | 2026-11-03 | snapshot |
| GPT-6 Astra | 65.023 | 2026-11-03 | snapshot |
| Muse Wonder | 64.877 | 2026-11-03 | snapshot |
| GPT-6.1 Sol | 63.944 | 2026-11-03 | snapshot |
| DeepSeek V4.1 Flash 1017 | 61.257 | 2026-11-03 | snapshot |
| GLM 5.3 | 59.729 | 2026-11-03 | snapshot |
| Claude Haiku 5.5 | 58.727 | 2026-11-03 | snapshot |
| Grok 4.7 | 58.564 | 2026-11-03 | snapshot |
| Mimo V2.6 Pro | 57.813 | 2026-11-03 | snapshot |
| Gemini 3.8 Flash | 55.951 | 2026-11-03 | snapshot |
| Mimo V2.6 Flash | 54.826 | 2026-11-03 | snapshot |
| MiniMax M3.1 Flash | 53.781 | 2026-11-03 | snapshot |
| Hy4 Preview | 53.209 | 2026-11-03 | snapshot |
| DeepSeek V4 Pro 0813 | 52.974 | 2026-11-03 | snapshot |
| Kimi K3 | 52.955 | 2026-11-03 | snapshot |
| GPT-6 Luna | 52.322 | 2026-11-03 | snapshot |
| GLM 5.3 Flash | 50.861 | 2026-11-03 | snapshot |
| Inkling | 28.961 | 2026-11-03 | snapshot |
| Inkling Small | 27.588 | 2026-11-03 | snapshot |
| Muse Spark Open | 48.567 | 2026-11-03 | snapshot |
| Mercury 3 | 43.659 | 2026-11-03 | snapshot |
| Kimi K3.1 Pro | 62.52 | 2026-11-03 | snapshot |
| GPT-6.1 Terra | 60.536 | 2026-11-03 | snapshot |
| Gemini 4 Carbon | 70.45 | 2026-11-03 | snapshot |
| Step 5 Preview | 54.762 | 2026-11-03 | snapshot |