finance benchmark
YC-Bench Leaderboard
YC-Bench evaluates agents on long-horizon, open-ended business and investment decision-making.
Updated Oct 23, 2026
Models1
Model coverage1
MetricScore
EvidenceB
YC-Bench Ranking
Higher score ranks better on this benchmark.
Sort by
Rank | Model | Score | Percentile | Participants | Evidence | Evaluated |
|---|
| Rank01 | ModelMI | Score2,100,000.00 points | Percentile100.00% | Participants1 | EvidenceC | Evaluated |
YC-Bench Highlights
The leading models and scores on this benchmark.
The Top AI Models for YC-Bench
The first five results on this benchmark, with official price and output speed added where the model identity can be matched.
Ranking basisThis yc-bench AI model leaderboard uses descending score in the benchmark original unit. The leaderboard ranking keeps matched price and speed data separate from benchmark evidence.
- 01MIMiniMax
- Score
- 2,100,000.00 points
- Price
- $0.30 input / $1.2 output per 1M tokens
- Speed
- Up to 45.04 tok/s via MiniMax
Strengths
- Ranks #1 of 1 compared models
- 100th percentile on this benchmark
- C evidence result
Considerations
- This result measures YC-Bench, not total model capability
Selection summary
Best AI Models for YC-Bench
MiniMax M3 currently leads YC-Bench with 2,100,000.00 points. It is the top model on this specific benchmark, while the best LLM for the broader task should also be checked against other benchmarks, price, and runtime.
Use this leaderboard with the supporting benchmark results and coverage details above. A leaderboard position summarizes the selected ranking signal; it does not replace workload-specific testing.
What is YC-Bench?
What YC-Bench measures and how its scores work.
YC-Bench is a finance benchmark for evaluating agents on long-horizon, open-ended business and investment decision-making.
It reports final assets, defined as the fund value in US dollars accumulated by the agent over the course of the simulation; the metric is Score, measured in points.
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
- overall
LLM Stats. 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 2,100,000.00 points.
What are the top three models on YC-Bench?
The current leaders are MiniMax M3 (2,100,000.00 points).
Which YC-Bench model has the lowest official input price?
MiniMax M3 has the lowest matched official input price at $0.30 input / $1.2 output per 1M tokens.
Which models are fastest among YC-Bench results?
The fastest matched records are MiniMax M3 (45.04 tok/s via MiniMax).
Does the highest score result prove overall model quality?
No. This benchmark measures one defined capability or task. The overall LLMBoard score uses a separate aggregation across eligible benchmark evidence.