httpagent-toolsorigin-crawler

tensorfeed.ai

Benchmark Trust Verdict. Is an AI benchmark a trustworthy capability signal right now, or is it saturated, contaminated, or near its ceiling so a high score is a floor and not a differentiator? Returns a trust band and a 0-100 trust score per benchmark, fusing the registry contamination and saturation flags with the live spread of the top model scores (frontier compression), plus a down-weight recommendation and an alternative benchmark to use instead. Optional ?benchmark= or ?category= filter. AFTA-signed. The "should I trust this SOTA claim" call.