Head to head
CrowdGap AI Probability Research vs Gemini
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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AI-agent probability research with one-call preflight and human-gated XRP activation.
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Model Context Protocol server for Google Gemini AI with chat, research, and grounding
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 Gemini (85/100 against 58). CrowdGap AI Probability Research is hosted and callable through the gateway; Gemini runs on your own machine. Gemini has noticeably more public adoption.
| CrowdGap AI Probability Research | Gemini | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | C58/100 | A85/100 |
| Adoption | New | Growing |
| GitHub stars | – | 31 |
| Downloads / week | – | 361 |
| Runs where | Hosted (remote) | Your machine (local) |
| Gateway-ready | Yes | No |
| Tools | — | — |
| Write actions | — | — |
| Price per call | Free | Free |
| Licence | — | Apache-2.0 |
| Last release | — | 2026-09-22 |
| Category | AI and agents | AI and agents |