CodeRabbitvsMira
Generated from the two spec rows. Green marks the better value where a spec has a clear direction. Everything else is just different.
CodeRabbit
CodeRabbit · Code review agent
#54MCP
Panel
6.63 spec wins
- Reliability
- 6.3
- Usefulness
- 7.0
- Cost
- 6.0
- Longevity
- 7.2
“Reviews every pull request for free if the repo is public, so open source finally has a reviewer who shows up.”
Mira
Miracode · Code review agent
#69OSS
Panel
7.03 spec wins
- Reliability
- 6.8
- Usefulness
- 6.5
- Cost
- 8.5
- Longevity
- 6.2
“It includes org-wide package search, so you can find every repository that installed the dependency you now regret.”
Spec by spec
| Spec | CodeRabbit | Mira |
|---|---|---|
| Architecture | ||
| Category | Code review agent | Code review agent |
| Runs | cloud | local, cloud |
| Platforms | macos, linux, windows, web | linux, web |
| Context window | not documented | not documented |
| Protocols | ||
| MCP client | Yes | No |
| MCP server | No | No |
| Capabilities | ||
| Runs terminal commands | Yes | No |
| Multi-file edits | Yes | No |
| Git operations | Yes | Yes |
| Browser control | NoReviews and the CLI read code, diffs and connected MCP data only; no browser control or page inspection is documented. | No |
| Sandboxed execution | NoSelf-hosted CodeRabbit "ships as a container image that you run in your own environment", which is a deployment option rather than an isolation sandbox for the agent's own execution. | No |
| Multi-agent orchestration | No | No |
| Headless / CI mode | YesThe CLI authenticates non-interactively with an Agentic API key for headless and bot-driven environments, and `--agent` emits structured JSON for automation. | Yes |
| Models | ||
| Backbone | OpenAI, Anthropic | OpenRouter, Anthropic, OpenAI, Google, DeepSeek, Llama, vLLM, Ollama, Together, Groq, Fireworks, AWS Bedrock |
| Bring your own model | YesOnly on the self-hosted Enterprise image, which lets you "connect CodeRabbit to your own large language model provider or account"; the SaaS reviewer uses CodeRabbit's own OpenAI and Anthropic access. | Yes |
| Local models | NoNo custom base URL or local endpoint is documented — provider configuration is shared with Enterprise customers during onboarding rather than published. | YesvLLM and Ollama are named among the supported OpenAI-compatible endpoints. |
| Cost | ||
| Pricing model | seat | byok |
| Starts at | $24/mo | $0/mo |
| Free tier | Yes | Yes |
| Bring your own key | Yes | Yes |
| Openness | ||
| Open source | No | Yes |
| License | proprietary | Apache-2.0 |
| GitHub stars | n/a | 354 |
Which one would each critic pick
| Critic | CodeRabbit | Mira | Pick |
|---|---|---|---|
| El Juez | — | — | not enough reviews |
| El Amigo | 7.8 | 7.3 | CodeRabbit — CodeRabbit is the PR reviewer I would install today, free on public repos and with a pre-commit CLI that plugs into your coding agent, as long as you treat its comments as a second opinion. |
| El Crítico | 6.5 | 6.5 | no preference |
| El Profesor | 6.5 | 7.0 | Mira — Review context is drawn from a codebase index rather than the diff alone, which is correct, and no precision or recall figure accompanies it. |
| La Inversora | 7.8 | 6.3 | CodeRabbit — Free for public repos is a distribution engine, the $24 to $72 seat ladder is pricing power, and both Git hosts it lives on would rather own it than compete with it. |
| La Jefa | 7.0 | 7.3 | Mira — The dashboard reports cost per repository and per model, which is the number finance asks for and no review vendor has ever given me. |
| El Hacker | 4.3 | 7.8 | Mira — Apache-2.0, vulnerability scanning included in the self-hosted build, and per-provider quirks kept in config rather than code, so vLLM or Ollama is one line. |
Picks are derived from each critic's own scores. Humans vote on matchups on the duels page.