Pvalyou Founder Model (ML) on VCBench
Pvalyou Founder Model (ML) scores F0.5 31.5 on VCBench, the venture capital benchmark from the University of Oxford and Vela Research, with 38.2% precision and 18.8% recall on the 4,500-founder private test set. That is rank 7 of 32, 2.9× the F0.5 of tier-1 VCs and 3.7× Y Combinator, at $0 per 1,000 founders scored.
- Rank
- #7 of 32
- F0.5
- 31.5
- Precision
- 38.2%
- Recall
- 18.8%
- Cost / 1k founders
- $0
Scored on the 4,500-founder private test set, mean over three folds. That is 2.9× the F0.5 of tier-1 VCs. See the full leaderboard.
Compared with the reference rows
| Entry | Precision | Recall | F0.5 | Cost / 1k |
|---|---|---|---|---|
| Pvalyou Founder Model (ML) | 38.2% | 18.8% | 31.5 | $0 |
| Think-Reason-Learn Ensemble | 40.6% | 30.1% | 37.9 | $0.87 |
| Tier-1 VCs | 23.0% | 5.2% | 10.7 | n/a |
| Y Combinator | 14.0% | 6.9% | 8.6 | n/a |
| Random Classifier | 9.0% | 9.0% | 9.0 | $0 |
Human rows are normalized to the dataset's 9% success rate, so every entry is compared on the same base rate. Costs use list prices on 2026-09-24.
How it was scored
No LLM runs at scoring time. A trained model reads structured features from the anonymized profile (education, career history, prior companies) and scores the founder directly, so the API cost at scoring is $0. Training cost is excluded, the same rule applied to every entry.
Read more
- VCBench Leaderboard Update: Accuracy vs Cost, Plus GPT-6 and Claude Opus 5.5: VCBench now plots F0.5 against the cost of scoring 1,000 founders, with GPT-6, Claude Opus 5.5, new submissions and the Think-Reason-Learn Ensemble.
Frequently asked questions
- What does Pvalyou Founder Model (ML) score on VCBench?
- Pvalyou Founder Model (ML) scores F0.5 31.5 on VCBench, with 38.2% precision and 18.8% recall, rank 7 of 32 as of 2026-10-07.
- Does Pvalyou Founder Model (ML) beat human investors at predicting founder success?
- Yes. Its F0.5 is 2.9 times that of tier-1 VCs (10.7) and 3.7 times Y Combinator (8.6), after both are normalized to the dataset's 9% base rate.
- How much does Pvalyou Founder Model (ML) cost per 1,000 founders?
- $0 at scoring time: no LLM runs when Pvalyou Founder Model (ML) scores a founder. Training cost is excluded for every entry.