Free for open source projects and schools. AI Council costs nothing for OSS maintainers and educational institutions. Apply →
Get started
Menu
How it worksFor engineering leadersCompareCase studiesPricingDocsBlogFree for open source & education Get started

Home / Compare / CodeRabbit

AI Council and CodeRabbit

CodeRabbit reviews finished pull requests. AI Council gives the agent project memory and rules before it edits, then reviews branches against the same rules.

In short

CodeRabbit is one of the most widely used AI code review services. It reads pull requests in GitHub, GitLab, Bitbucket or Azure DevOps, leaves line-by-line comments and a change summary, and suggests fixes. Review rules live in a .coderabbit.yaml file, including per-path rules, and the service remembers team feedback as learnings.

AI Council works earlier, while the agent is writing code. It hands the agent the project's decisions and rules tied to the code and keeps it from starting an edit blind. AI Council also has branch review, and it checks changes against the same rules the agent received.

Point by point

CodeRabbitAI Council
When it worksAfter a pull request is openedBefore the edit, via agent hooks; after, via branch review against the same rules
What it knows about the projectThe diff, repository context, learnings from discussions, rules from .coderabbit.yaml and AI agent rule files, issues from trackersCode graph (L0–L10), decisions with reasons, ticket breakdowns, MUST and SHOULD rules tied to functions and modules
The agent while it worksNot involved: CodeRabbit looks at the resultGets the full set of project rules at session start and file-specific knowledge on each edit
BranchesWorks per pull requestKnowledge lives on git branches and moves to the target after merge
Knowledge freshnessLearnings grow from team reactionsEntries are re-checked when code changes and get labels with a quote
DeploymentCloud; self-hosted on Enterprise only, from 500 seatsCloud or self-hosted; air-gapped on Enterprise
PricePro $24, Pro Plus $48 per developer per month, billed annually; free for public repositories$30 per user per month up to 10 users, $20 for 10 to 50 users

Which to choose

  • When CodeRabbit is enoughYou want a second pair of eyes on pull requests, the team is small, your code can go to the cloud, and the project rules are simple enough to fit in a review config.
  • When you need AI CouncilAgents write a lot of code and you want mistakes caught before review: the agent should know the project's decisions and rules before it edits. This matters most if you need an air-gapped setup or a shared team knowledge base.
  • Can you use bothYes. AI Council cuts down the problems that reach the pull request, and CodeRabbit stays as the final check.

CodeRabbit details are based on the vendor's public documentation and website as of October 2026: CodeRabbit docs, 2026 pricing overview. If anything has changed, let us know and we will correct it.

Compare on your own project

Connect a real repository and see how the platform behaves on your code, not on a canned demo.

Get startedSee pricing
Made on
Tilda