reasoning benchmark
GeneBench Leaderboard
GeneBench is an evaluation focused on multi-stage scientific data analysis in genetics and quantitative biology. Tasks require reasoning about ambiguous or noisy data with minimal supervisory guidance, addressing realistic obstacles such as hidden confounders or QC failures, and correctly implementing and interpreting modern statistical methods.
Updated Aug 17, 2026
Models2
Model coverage2
MetricScore
EvidenceB
GeneBench Ranking
Higher score ranks better on this benchmark.
Sort by
Rank | Model | Score | Percentile | Participants | Evidence | Evaluated |
|---|
| Rank01 | ModelOP | Score33.2% | Percentile100.0% | Participants2 | EvidenceC | Evaluated |
| Rank02 | ModelOP | Score25.0% | Percentile0.0% | Participants2 | EvidenceC | Evaluated |
GeneBench Highlights
The leading models and scores on this benchmark.
GeneBench Score Distribution
A closer view of the leading scores on this benchmark.
The Top AI Models for GeneBench
The first five results on this benchmark, with official price and output speed added where the model identity can be matched.
Ranking basisThis genebench AI model leaderboard uses descending score in the benchmark's original unit. The leaderboard ranking keeps matched price and speed data separate from benchmark evidence.
- 01OPGPT-5.5 ProOpenAI
- Score
- 33.2%
- Price
- $30 input / $180 output per 1M tokens
Strengths
- Ranks #1 of 2 compared models
- 100th percentile on this benchmark
- C evidence result
Considerations
- This result measures GeneBench, not total model capability
- 02OPGPT-5.5OpenAI
- Score
- 25.0%
- Price
- $5.0 input / $30 output per 1M tokens
Strengths
- Ranks #2 of 2 compared models
- 0th percentile on this benchmark
- C evidence result
Considerations
- This result measures GeneBench, not total model capability
Selection summary
Best AI Models for GeneBench
GPT-5.5 Pro currently leads GeneBench with 33.2%. 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 GeneBench?
What GeneBench measures and how its scores work.
GeneBench is an evaluation focused on multi-stage scientific data analysis in genetics and quantitative biology. Tasks require reasoning about ambiguous or noisy data with minimal supervisory guidance, addressing realistic obstacles such as hidden confounders or QC failures, and correctly implementing and interpreting modern statistical methods.
Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.
- Family
- GeneBench
- Modality
- text
- Primary category
- reasoning
- Score direction
- higher
- LLMBoard eligible
- No
- Evaluation key
- genebench|llm-stats-current
Benchmark scores retain their original unit. Overall score eligibility is shown separately.
FAQ
Common questions about GeneBench.
Which model scores highest on GeneBench?
GPT-5.5 Pro is currently ranked first with 33.2%.
What does GeneBench measure?
GeneBench is an evaluation focused on multi-stage scientific data analysis in genetics and quantitative biology. Tasks require reasoning about ambiguous or noisy data with minimal supervisory guidance, addressing realistic obstacles such as hidden confounders or QC failures, and correctly implementing and interpreting modern statistical methods.
Is a higher score better?
Yes. Higher values rank better for this benchmark.
How many models are compared?
2 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.