reasoning benchmark
FrontierScience Research Leaderboard
FrontierScience Research is a reasoning benchmark that evaluates AI models on scientific research questions requiring domain expertise, multi-step reasoning, and synthesis of complex scientific concepts across disciplines.
Updated Sep 5, 2026
Models4
Model coverage4
MetricScore
EvidenceB
FrontierScience Research Ranking
Higher score ranks better on this benchmark.
Sort by
Rank | Model | Score | Percentile | Participants | Evidence | Evaluated |
|---|
| Rank01 | ModelME | Score38.30% | Percentile100.00% | Participants4 | EvidenceC | Evaluated |
| Rank02 | ModelBY | Score33.30% | Percentile66.67% | Participants4 | EvidenceC | Evaluated |
| Rank03 | ModelBY | Score28.30% | Percentile33.33% | Participants4 | EvidenceC | Evaluated |
| Rank04 | ModelTE | Score21.30% | Percentile0.00% | Participants4 | EvidenceC | Evaluated |
FrontierScience Research Highlights
The leading models and scores on this benchmark.
FrontierScience Research Score Distribution
A closer view of the leading scores on this benchmark.
The Top AI Models for FrontierScience Research
The first five results on this benchmark, with official price and output speed added where the model identity can be matched.
What is FrontierScience Research?
What FrontierScience Research measures and how its scores work.
FrontierScience Research is a benchmark for evaluating AI models on cutting-edge scientific research questions.
It measures performance using the Score metric, reported as a ratio, on questions requiring deep domain expertise, multi-step reasoning, and synthesis of complex scientific concepts across disciplines.
Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.
- Family
- FrontierScience Research
- Modality
- text
- Primary category
- reasoning
- 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 FrontierScience Research.
Which model scores highest on FrontierScience Research?
Muse Spark is currently ranked first with 38.30%.
What are the top three models on FrontierScience Research?
The current leaders are Muse Spark (38.30%), Seed 2.1 Turbo (33.30%), and Seed 2.1 Pro (28.30%).
Which FrontierScience Research model has the lowest official input price?
No matched official input price is currently available.
Which models are fastest among FrontierScience Research results?
No matched runtime record is currently available.
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.