AI/ML●●●Banger
OpenCastor Agent Harness Evaluator Leaderboard
263k config search space benchmarked across robot fleets—nothing like this exists for robotics AI.
Zero to OneBig BrainNiche Gem
craigm26
312mo ago
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PhAIL – Real-robot benchmark for AI models. The gap to humans is 20x
by vertix·Mar 31, 2026·21 points·8 comments
AI Analysis
●●●●GemZero to OneBig BrainNiche Gem
Real-robot production benchmarks proving AI is still 20x slower than humans.
Strengths
- •Real hardware metrics (UPH, MTBF) instead of simulation scores.
- •Compares against human teleoperation baselines directly.
- •Transparent data on failure rates and task completion.
Weaknesses
- •Limited task diversity (currently just one commercial task shown).
- •High barrier to entry for contributors needing physical robots.
Category
Target Audience
Robotics engineers, AI researchers, Automation investors
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Papers With Code · HELM · Robotics Challenge Leaderboards
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