finance benchmark
YC-Bench
YC-Bench evaluates agents on long-horizon, open-ended business and investment decision-making. The reported metric is the final assets (fund value, in US dollars) accumulated by the agent over the course of the simulation.
Updated Aug 11, 2026
Models1
Model coverage1
MetricScore
EvidenceB
YC-Bench Ranking
Higher score ranks better on this benchmark.
| 01 | MI | 2,100,000 points | 100.0% | 1 | C |
YC-Bench Highlights
The leading models and scores on this benchmark.
What is YC-Bench?
What YC-Bench measures and how its scores work.
YC-Bench evaluates agents on long-horizon, open-ended business and investment decision-making. The reported metric is the final assets (fund value, in US dollars) accumulated by the agent over the course of the simulation.
Scores are shown in points. This benchmark is not independently verified and has an evidence level of B.
- Family
- YC-Bench
- Modality
- text
- Primary category
- finance
- Score direction
- higher
- LLMBoard eligible
- No
- Evaluation key
- yc-bench|llm-stats-current
Benchmark scores retain their original unit. Overall score eligibility is shown separately.
FAQ
Common questions about YC-Bench.
Which model scores highest on YC-Bench?
MiniMax M3 is currently ranked first with 2,100,000 points.
What does YC-Bench measure?
YC-Bench evaluates agents on long-horizon, open-ended business and investment decision-making. The reported metric is the final assets (fund value, in US dollars) accumulated by the agent over the course of the simulation.
Is a higher score better?
Yes. Higher values rank better for this benchmark.
How many models are compared?
1 model results are currently shown.
Does this benchmark affect the overall score?
No. This benchmark is shown for reference but does not contribute to the overall score.