Agentic benchmark
Finance Agent v2 leaderboard
Every model the catalog carries a published Finance Agent v2 value for, ranked by that value.
Vals AI benchmark for realistic financial analyst agent tasks across qualitative analysis, quantitative analysis, market work, comparables, precedents, earnings, disclosure, and modeling.
Finance Agent v2 ranking
5 models with a published Finance Agent v2 value, ordered by that value, highest first. Models the source has not scored on this benchmark are not listed — they are unmeasured, not last.
| Rank | Model | Provider | Mean score across repeated runs |
|---|---|---|---|
| 1 |  Gemini 3.8 Flash | 61.4 | |
| 2 |  Ling 3.0 Flash Fin | InclusionAI | 59.8 |
| 3 | Gemini 3.5 Flash | 57.9 | |
| 4 |  Muse Spark 1.1 | Meta | 57.2 |
| 5 |  Claude Opus 4.8 | Anthropic | 53.9 |
Evidence key: Observed
Rows are ordered by the value Finance Agent v2 published, highest first. The source does not state whether a higher value is the better result, so this page does not either: for a benchmark that measures a rate of failure, read the table from the bottom.