Head to head
CrowdGap AI Probability Research vs sqz
Same numbers we show everywhere else, lined up. Ratings come from users, the grade comes from our scanner, adoption comes from public registries.
No reviews yet
AI-agent probability research with one-call preflight and human-gated XRP activation.
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Pre-injection context compression for coding agents. Zero LLM calls, zero telemetry, offline-safe.
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 sqz (88/100 against 58). CrowdGap AI Probability Research is hosted and callable through the gateway; sqz runs on your own machine. sqz has noticeably more public adoption.
| CrowdGap AI Probability Research | sqz | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | C58/100 | A88/100 |
| Adoption | New | Established |
| GitHub stars | – | 627 |
| Downloads / week | – | – |
| Runs where | Hosted (remote) | Your machine (local) |
| Gateway-ready | Yes | No |
| Tools | — | — |
| Write actions | — | — |
| Price per call | Free | Free |
| Licence | — | NOASSERTION |
| Last release | — | 2026-09-15 |
| Category | AI and agents | AI and agents |