Head to head
adrkit decision memory vs CrowdGap AI Probability Research
Same numbers we show everywhere else, lined up. Ratings come from users, the grade comes from our scanner, adoption comes from public registries.
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Deterministic, offline, read-only ADR decision memory for coding agents. No model or network calls.
Full listing
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AI-agent probability research with one-call preflight and human-gated XRP activation.
Full listingThe short version
Neither has been reviewed yet, so the comparison rests on the scan and the public usage numbers. The safety scan favours adrkit decision memory (91/100 against 58). CrowdGap AI Probability Research is hosted and callable through the gateway; adrkit decision memory runs on your own machine. adrkit decision memory has noticeably more public adoption.
| adrkit decision memory | CrowdGap AI Probability Research | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | A91/100 | C58/100 |
| Adoption | Growing | New |
| GitHub stars | 16 | – |
| Downloads / week | 419 | – |
| Runs where | Your machine (local) | Hosted (remote) |
| Gateway-ready | No | Yes |
| Tools | — | — |
| Write actions | — | — |
| Price per call | Free | Free |
| Licence | Apache-2.0 | — |
| Last release | 2026-09-19 | — |
| Category | AI and agents | AI and agents |