Benchmark Radar
AI BENCHMARK PROFILE

FrontierChallenge

General AIKnowledge & Reasoning

Evaluates scientific agents on 97 released end-to-end workflows across six domains, using pass rate and average score to measure full delivery of required scientific deliverables.

Released
2026-08-25
Readiness
Paper only
Primary field
General AI

Why it matters

Measures complete workflow execution rather than isolated task success, exposing overclaims by agents and guiding development of more reliable scientific automation.

Motivation

Scientific agents increasingly analyze data, execute code, and produce research artifacts, yet most benchmarks emphasize final answers, isolated programs, or a single domain.

Primary resources

Benchmark Radar records only publicly supported details and links back to primary sources for verification.