FinCUABuildBench (Tool-Augmented Prompting): leaderboard
Metric: Qualified task rate (%; share of the 576 preregistered construction slots, 24 financial workflow categories x 8 WorkflowCores x 3 runtime-dynamic profiles, whose generated computer-use episode passes every hard gate: judge acceptance, source and state traceability, execution and replay, verifier pass, valid runtime event, target-capability match and non-duplication, plus every mandatory safety constraint; mean over the preregistered construction runs, macro-averaged over WorkflowCores; the model writes each episode with access to the finance data and application tools). Source: arxiv.org. Saturation forecast: Around 2031. 4 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | MiniMax-M3 | 17.5 |
| 2 | Qwen 3.5 397B A17B | 12.8 |
| 3 | Kimi K3 | 10.9 |
| 4 | MiMo-V2.5-Pro | 10.8 |
Interactive version: theaggregate.ai/benchmark?slug=fincuabuildbench-tool-augmented-prompting · How It Works · Data refreshed daily, snapshot 2026-09-26.