Ellipsis
Korbit
Code Climate
Qodo
Kilo Review
Qlty
CodeAnt
OpenAI Codex
Claude
CodeSceneCodeRabbit vs Gemini Code Assist
CodeRabbit is an AI-first review agent that learns from team preferences and provides line-by-line feedback. Gemini Code Assist is Google Cloud's enterprise AI assistant with GCP integration and custom policy support. Compare their review volume, growth, repos, and community reactions side-by-side.
Trends Over Time#
Compare how products evolve week by week. Pick a metric to explore.
| Product | |||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Gemini Code Assist | -78.0% | 436,707 | 855,204 | 215,157 | 4,993 | 2,672 | 2.0★ | 171 | 163 | 79.0% | 1.4%★ | 20,318 | 5,413 | 283 | 3,882 | 5,803 | 1,046 | 75 | +3,721★ | −1,492★ | 31.4★ | 72.7% | 37h |
| CodeRabbit | -81.2% | 2,411,391★ | 3,634,403★ | 1,995,721★ | 12,822★ | 7,476★ | 1.5 | 283★ | 323★ | 88.2%★ | 1.0% | 63,698★ | 8,506★ | 975★ | 13,494★ | 12,388★ | 11,801★ | 160★ | +2,987 | −1,329 | 28.4 | 73.7%★ | 3d★ |
Click any column header to sort. ★ marks the highest number in each column. Higher doesn't necessarily mean better. Methodology.
Comments per PR#
Average number of review comments each bot leaves per pull request.