GitovsShippie
Generated from the two spec rows. Green marks the better value where a spec has a clear direction. Everything else is just different.
Gito
Nayjest · Code review agent
#200OSS
Panel
6.30 spec wins
- Reliability
- 5.7
- Usefulness
- 6.3
- Cost
- 8.0
- Longevity
- 5.2
“It reviews your pull requests and also writes your documentation, which is two jobs nobody on the team volunteered for.”
Shippie
Matt Carey · Code review agent
#177OSSMCP
Panel
6.34 spec wins
- Reliability
- 6.0
- Usefulness
- 6.2
- Cost
- 8.0
- Longevity
- 5.2
“You summon the reviewer by typing /shippie review, which is the first code review process anyone has ever voluntarily started.”
Spec by spec
| Spec | Gito | Shippie |
|---|---|---|
| Architecture | ||
| Category | Code review agent | Code review agent |
| Runs | local, cloud | local, cloud |
| Platforms | macos, linux, windows | macos, linux, web |
| Context window | not documented | not documented |
| Protocols | ||
| MCP client | No | Yes |
| MCP server | No | No |
| Capabilities | ||
| Runs terminal commands | No | Yes |
| Multi-file edits | No | No |
| Git operations | YesGito reads pull requests and local diffs and posts review comments; it does not commit or open branches itself. | Yes |
| Browser control | No | No |
| Sandboxed execution | No | No |
| Multi-agent orchestration | No | Yes |
| Headless / CI mode | YesThe primary documented deployment is a GitHub Actions workflow that reviews each pull request, with a GitLab setup guide alongside it. | Yes |
| Models | ||
| Backbone | any language model provider | Anthropic, OpenAI, OpenRouter, Cloudflare Workers AI |
| Bring your own model | Yes | Yes |
| Local models | No | No |
| Cost | ||
| Pricing model | byok | byok |
| Starts at | $0/mo | $0/mo |
| Free tier | Yes | Yes |
| Bring your own key | Yes | Yes |
| Openness | ||
| Open source | Yes | Yes |
| License | MIT | MIT |
| GitHub stars | 439 | 2,502 |
Which one would each critic pick
| Critic | Gito | Shippie | Pick |
|---|---|---|---|
| El Juez | — | — | not enough reviews |
| El Amigo | 7.0 | 6.3 | Gito — Pick it when review is your bottleneck and you want a first pass before you push; pick CodeRabbit if you would rather buy a finished product than run one. |
| El Crítico | 6.0 | 6.0 | no preference |
| El Profesor | 6.3 | 6.3 | no preference |
| La Inversora | 5.8 | 6.0 | Shippie — Formerly Code Review GPT, still one maintainer, still no price, and now competing with vendors that have raised money specifically to win this category. |
| La Jefa | 6.5 | 6.0 | Gito — No seats to buy for sixty engineers, it installs as a job on every pull request, and it already speaks to the trackers my teams live in. |
| El Hacker | 6.3 | 7.5 | Shippie — MIT, `npx shippie init` and it is running, and as an MCP client it reaches browser automation and observability servers I already have on the machine. |
Picks are derived from each critic's own scores. Humans vote on matchups on the duels page.