Best Benchmarks & Safety Tools (2026)
The top benchmarks & safety tools on Flux, ranked by Flux Score and community signal. 18 tools compared — vote to move them up the board.
Anthropic
Safety-first frontier AI lab behind Claude
CERN Large Hadron Collider
The world's largest particle collider
Artificial Analysis
Independent AI model benchmarking
Epoch AI
Research and benchmarks tracking AI progress
Safe Superintelligence (SSI)
Ilya Sutskever's lab building safe superintelligence.
AI Now Institute
Research on the social implications of AI
AI Safety Institute
Government body evaluating frontier AI risks
Apollo Research
AI deception and scheming evaluation lab
Center for AI Safety
Nonprofit reducing societal-scale AI risk
EU AI Act
The world's first comprehensive AI law
LMArena
Crowdsourced human-preference model leaderboard
METR
Independent frontier-model dangerous-capability evaluator
MLCommons
Open engineering consortium behind MLPerf and AI safety benchmarks
Partnership on AI
Multistakeholder AI governance nonprofit
Transluce
Open interpretability and AI-oversight nonprofit
ARC Prize
ARC-AGI benchmark designed to resist memorization and test true generalization.
Scale AI
Data labeling and AI evaluation platform; runs the SEAL leaderboards.
SWE-Bench
Benchmark evaluating LLMs on resolving real GitHub software issues.