Independent 0–10 ratings backed by primary sources and hands-on tests. Not vibes — sourced verdicts.
Apache-2.0 license: free to install, run, modify and redistribute with no per-seat fee
Every tool runs the same pipeline before a number is published — sources in, weighted sub-scores out, a documented editorial override, then the verdict.
Every tool earns a 0–10 score from six weighted dimensions — capability, value, ease, privacy, support and ecosystem — plus a documented editorial override for risks the formula under-weights.
Read the methodology →No. bestaiq is reader-supported and we may earn affiliate commissions on some links — but commissions never move a score or a rank.
Read the methodology →Tools are re-scored on major model releases and re-verified on a rolling weekly cycle; every page carries its last-verified date.
Read the methodology →What moved, what's new, and what got re-verified. No hype, no spam.