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Rotwise vs CodeRabbit

CodeRabbit reviews the pull request.
Rotwise fixes the repository.

CodeRabbit reads every pull request your team opens and comments on the diff, and for many teams it is the right reviewer. This page is for the founder whose Rails, Next.js or FastAPI codebase was written largely by an AI assistant before any reviewer existed, and who now has to make the code that already shipped safe to build on. It says plainly where CodeRabbit wins, where Rotwise does, and how the two fit together.

The short version

CodeRabbit is an AI reviewer for pull requests. Install it on GitHub, GitLab, Bitbucket or Azure DevOps and it reviews every pull request when it is opened and again on every commit pushed to it: comments with one-click fixes, an agentic chat, linter and SAST results, and learnings that carry your team's conventions from one review to the next. It also reviews from the IDE and the command line before you push, and on the higher plans it ranks the pull request queue by value and risk and reviews every pull request for security. If your problem is the flow of new pull requests, CodeRabbit is built for exactly that and this page will not try to talk you out of it.

Rotwise starts from the other end. It does not review pull requests at all. It clones the whole repository, scores the technical debt AI assistants leave behind, ranks the findings, and turns them into small pull requests that a human approves one batch at a time. If your product was written largely with Cursor or Claude Code, you have one to ten engineers, and the question on the table is "what is already wrong in here, what do we fix first, and who is going to do it", Rotwise was built for that question.

Side by side

TopicCodeRabbitRotwise
Built for Teams with a steady flow of pull requests who want each one reviewed as it opens, from open source projects, which are reviewed free, to enterprises with SSO and self-hosting. Founders and small teams with an AI-generated Rails, Next.js or FastAPI codebase that has to become safe to build on.
When it runs When a pull request is opened against your main branch and on every commit pushed to it, plus on demand from the IDE or the CLI before you push. On the whole repository, on demand, and again after each merged fix batch. It never looks at a single pull request in isolation.
What you get A review on the pull request: comments with one-click fixes, an agentic chat, linter and SAST results, and learnings that carry your conventions forward. Team adds triage of the queue; Advanced adds blast radius analysis and a security review of every pull request. A Debt Score from 0 to 100, findings ranked P0 to P3 across eight categories, and fix batches sequenced security first.
Fixes One-click fixes on review comments and loops with coding agents to work through the feedback. The Team plan adds finishing touches: unit tests, merge conflict resolution and simplification. Rotwise writes the fix, checks it with git apply --check, and opens one pull request per batch: at most eight findings and 300 changed lines, one commit per finding, never on your default branch.
AI-generated code Built to "review, prioritize, understand, and secure agent-generated changes": the new pull requests that people and coding agents open, reviewed as they arrive. The code that was generated before any reviewer existed. The whole taxonomy is built around what assistants leave behind: hardcoded secrets, unauthenticated routes, swallowed exceptions, N+1 queries, missing tests, unpinned dependencies, and the rest.
Languages All programming languages, with proficiency that varies with the language's popularity, training data and community usage, in CodeRabbit's own words. Seven: Ruby, JavaScript, TypeScript, Python, Go, Rust, and PHP.
Code hosts GitHub, GitLab, Bitbucket and Azure DevOps. GitHub only, through a GitHub App with least-privilege permissions.
Where it runs CodeRabbit's cloud, with extensions for VS Code, Cursor and Windsurf and a CLI that reviews before you commit. Self-hosting is an Enterprise option. Rotwise's cloud only. No IDE plugin and no CI step: an asynchronous scan of the whole repository, on demand and again after each merged batch.
Pricing Per developer per month: Essentials $24, Team $48 and Advanced $72 billed annually ($30 and $60 a month for the first two on monthly billing), Enterprise on custom pricing. Every plan has a 14-day trial with no card, public repositories are reviewed free, and each plan caps pull request reviews per developer per hour. Flat monthly plans with a line cap: Free Scan $0 (10,000 lines, report only), Indie $49 (25,000 lines), Startup $499 (75,000 lines), and Growth $1,499 (250,000 lines). One-time audits from $1,999.
Your source code Shared with OpenAI and/or Anthropic for the review only and never used for training. With data retention on, CodeRabbit caches encrypted code and stores vector representations of it for context; self-hosted Enterprise customers can opt out of all retention. A shallow clone in a worker that is destroyed when the job ends, nothing executed, and code excerpts sent to one AI provider, Anthropic, under a zero-retention agreement.
For a diligence call Triage ranks the open pull requests by value and risk. Continuous security monitoring is an Advanced plan feature, and full codebase scans are sold separately on usage-based pricing. A Debt Score and a report a founder can hand to an investor or a first engineering hire, plus one-time audits with a written report and a sequenced fix plan.

Where CodeRabbit is the better choice

  • You need a reviewer, not a backlog. Every pull request reviewed the minute it opens and again on every push, fixes you apply with one click, and a reviewer that learns the conventions you correct it on. Rotwise reviews nothing on the way in. It works on the debt that is already in the repository.
  • Your team is bigger than its founders. Ten engineers opening pull requests all day need triage of the queue, custom pre-merge checks, post-merge actions and the Jira and Linear integrations. That is what the Team plan sells, and Rotwise has no equivalent.
  • You host on GitLab, Bitbucket or Azure DevOps, or your stack is outside seven languages. CodeRabbit reads any language on any of the four hosts. Rotwise is GitHub-only and reads Ruby, JavaScript, TypeScript, Python, Go, Rust, and PHP.
  • Compliance is the deliverable. Custom roles, SSO, audit logging, a self-hosting option and an SLA are Enterprise plan features at CodeRabbit. Rotwise has none of them.

Where Rotwise is the better choice

A pull request reviewer sees the diff in front of it. The forty thousand lines an assistant generated before you installed anything never come up for review, and neither does the pull request that merged them three months ago. CodeRabbit sells full codebase scans separately, on usage-based pricing, as part of its security product. For Rotwise, the scan of the whole repository is the product, and it covers eight categories of debt, not only security.

  • The debt is already merged. Rotwise reads every file in the repository, not the changes since Tuesday: the route that never had an auth check, the key pasted from a dashboard in the first week, the query inside a loop that was fine with ten users. It finds what was there before anyone was reviewing.
  • Order, not volume. Every finding is scored by severity and category, then sequenced: security, correctness, tests, performance, configuration, maintainability. The first batch is the one that would embarrass you on a diligence call, not the longest one.
  • Fixes arrive as pull requests you approve. An approved batch becomes one branch, one pull request and one commit per finding, so a single revert undoes it. You see the dry-run diff before approving anything, and you decide when to merge. One batch, one pull request, one revert explains why the batches stay small.
  • Priced for a small team, and honestly. For a solo founder, CodeRabbit Essentials at $24 a month billed annually costs less than Rotwise Indie at $49. You are buying different things: a reviewer for the pull requests you open from now on, or a scan and fixes for the 25,000 lines you already have. Rotwise charges one flat price per plan with a line cap and no per-seat pricing, and the free scan needs no card and shows you the score before you pay for anything.

What a batch looks like

An illustrative example from a Next.js app. A scan flags a route handler that returns every invoice in the database to whoever asks:

// app/api/invoices/route.ts
import { NextResponse } from "next/server";
import { db } from "@/lib/db";

export async function GET() {
  const invoices = await db.invoice.findMany();
  return NextResponse.json(invoices);
}

Rotwise reports it as a P0 security finding, "API handler route.ts has no visible auth check", because nothing in the file reads a session, a token or an Authorization header before doing its work. The finding goes into the first batch with the other P0 and P1 findings from the scan, and the proposed fix verifies the caller and scopes the query to them:

// app/api/invoices/route.ts
import { NextResponse } from "next/server";
import { auth } from "@/auth";
import { db } from "@/lib/db";

export async function GET() {
  const session = await auth();
  if (!session?.user) {
    return NextResponse.json({ error: "Unauthorized" }, { status: 401 });
  }

  const invoices = await db.invoice.findMany({ where: { userId: session.user.id } });
  return NextResponse.json(invoices);
}

A reviewer would have caught this on the pull request, if there had been a pull request. There was not: the route was generated in a chat window and pushed to main with two hundred other files. The diff is checked with git apply --check before you see it, lands on a branch named after the batch, and nothing merges until a human merges it. Next.js API routes with no authentication: find and fix them walks through the pattern in detail.

Using both

Many teams should. CodeRabbit on every pull request your team opens from now on, so new problems are caught while the diff is small. Rotwise for the code that was already there when you installed it, delivered as pull requests you merge between features. The two meet on the pull request: a Rotwise batch is an ordinary pull request against your default branch, so CodeRabbit reviews it like any other and you get a second opinion on the fix before you merge.

If the tool you are weighing is a static analysis platform rather than a reviewer, Rotwise vs SonarQube covers that. How Rotwise handles your code along the way, including the permissions the GitHub App asks for, is on the security page.

Questions founders ask

Is Rotwise a drop-in replacement for CodeRabbit?

No. Rotwise does not review pull requests, comment on diffs, or run in the IDE or the CLI, and it reads seven languages on GitHub only. It replaces the part of the job where someone turns the debt already in the repository into merged fixes, in an order that makes sense.

Does Rotwise review my pull requests?

No. Rotwise scans the whole repository on demand and scans it again after each fix batch is merged. It never comments on a pull request your team opened. If you want every new pull request reviewed, keep CodeRabbit or a colleague on that job.

Will Rotwise change my code without asking?

Never. Scans are read-only. On a paid plan, fixes are proposed as a dry run you inspect in the browser, and only an approved batch becomes a pull request on its own branch. Rotwise never commits to your default branch.

How does the pricing compare?

CodeRabbit charges per developer per month: Essentials $24, Team $48 and Advanced $72 billed annually, Enterprise on request, with a 14-day trial on every plan and free reviews for public repositories. Rotwise charges a flat monthly price per plan with a line cap: Free Scan $0 (10,000 lines, report only), Indie $49 (25,000 lines), Startup $499 (75,000 lines), and Growth $1,499 (250,000 lines). Rotwise's 14-day trial is on the Startup plan, and Free Scan is free on any repository you connect.

Can I try Rotwise without a card?

Yes. Free Scan needs no card: 1 repository, 1 scan per month, up to 10,000 lines, and a read-only report with the Debt Score.

Which CodeRabbit features does Rotwise not have?

Pull request reviews, IDE and CLI reviews, the agentic chat, learnings, linter and SAST integration, triage, GitLab, Bitbucket and Azure DevOps support, self-hosting, SSO and audit logging. Rotwise is deliberately a small product for one job: getting an AI-written codebase from a list of issues to merged fixes.

CodeRabbit facts on this page were checked against CodeRabbit's pricing page, its documentation overview and its documentation FAQ on . Rotwise facts come from the current plans and code. If something has changed, email hello@rotwise.io and we will correct it.