CodeRabbit
Ranked 4 of 17 code review tools by recommenders
People recommend it as a first-pass reviewer that catches bugs, vulnerabilities and config issues that humans miss. The common caveat is noisy, nitpicky output with false positives.
People recommend it as a first-pass reviewer that catches bugs, vulnerabilities and config issues that humans miss. The common caveat is noisy, nitpicky output with false positives.
66 people gave an opinion
- recommend it
- 34
- criticize it
- 32
- approval share
- 52%
Recommended in 11 of 13 months
- November 2025: recommended
- December 2025: recommended
- January 2026: recommended
- February 2026: recommended
- March 2026: recommended
- April 2026: recommended
- May 2026: recommended
- June 2026: recommended
- July 2026: not recommended
- August 2026: recommended
- September 2026: recommended
- October 2026: recommended
- November 2026: not recommended (month in progress)
Why it doesn’t carry the badge
- 34 people recommend itNeeds 10 or more, met.
- 1 recommender for every criticNeeds 2 to 1 or better, not met.
- Recommended in 11 of 13 monthsNeeds 4 or more, met.
The same three rules apply to every product, and the badge can’t be bought. How the badge works
What people say about it
The reasons people give, with the number of comments that give each one. Open a reason to read what they said.
Why people recommend it
Each mark is one comment
Catches bugs and issues humans miss
“it's better than practically any human I've worked with at a number of code review tasks, such as finding vulnerabilities, highlighting configuration issues, bad practices”
Comment from 29 Dec 2025 in “The Future of Software Development Is Software Developers” “It regularly finds problems, including subtle but important problems that human reviewers struggle to find.”
Comment from 26 Jan 2026 in “There Is an AI Code Review Bubble” “Code Rabbit catches more bugs than anyone in our main platform - mostly because it gets the first crack”
Comment from 7 May 2026 in “Appearing Productive in the Workplace” - Comment from 6 May 2026 in “Vibe coding and agentic engineering are getting closer than I'd like”
- Comment from 27 Jan 2026 in “There Is an AI Code Review Bubble”
- Comment from 6 Jan 2026 in “Stop Doom Scrolling, Start Doom Coding: Build via the terminal from your phone”
Strong security and vulnerability checks
“it's better than practically any human I've worked with at a number of code review tasks, such as finding vulnerabilities, highlighting configuration issues, bad practices”
Comment from 29 Dec 2025 in “The Future of Software Development Is Software Developers” “use CodeRabbit's defensive AI agents to run a deep-scan of your repo, identify and fix vulnerabilities for free until Nov 8th”
Comment from 26 Oct 2026 in “CodeRabbit Commits $1M in Free Security Scans” “We help you identify and fix hidden loopholes that could otherwise be exploited by bad-faith attackers”
Comment from 27 Oct 2026 in “New CodeRabbit Features: Security Agents for Multi-Repo Deep Scans” - Comment from 24 Oct 2026 in “For the next two weeks, we're covering $1M in security scans and fixes”
Useful first pass before human review
“Automated code review systems like CodeRabbit are, dare I even say, reasonable as a first line of defense these days.”
Comment from 25 Mar 2026 in “Thoughts on Slowing the Fuck Down” “the corporate CodeRabbit does a first pass code review against the code so any glaring errors are stomped out”
Comment from 24 Dec 2025 in “The Port I couldn't Ship” “AI code review tools are already good. That makes for a good first pass.”
Comment from 18 Dec 2025 in “Your job is to deliver code you have proven to work” Deep reviews, aware of context
“They catch the small things (violations of contract, antipatterns, etc.) and the large (ux concerns, architectural flaws, etc.).”
Comment from 23 Mar 2026 in “How I'm Productive with Claude Code” “Nothing comes close to the depth of CodeRabbit reviews.”
Comment from 5 Jun 2026 in “Alibaba/Open-Code-Review” “it tends to be aware of files that aren't in the diff”
Comment from 21 Dec 2025 in “Get an AI code review in 10 seconds”
What people warn about
Each mark is one comment
Noisy, nitpicky, false positives
“this code review tool has such poor results that it isn't worth the "noise" and friction it causes developers during C/I code review”
Comment from 5 Sep 2026 in “GPT-6 Astra in code review: Gains, privacy, and cost” “I do agree that the tool we use (code rabbit) is a little too nitpicky, but it's right way more than it's wrong.”
Comment from 18 Dec 2025 in “Your job is to deliver code you have proven to work” “it flags a lot of things and mostly they were false positives so eventually we stopped relying on it”
Comment from 1 Jul 2026 in “Show HN: Ox – an AI agent that catches tech debt before it's committed” - Comment from 1 Jul 2026 in “Claude Sonnet 5”
Misses issues, sometimes superficial
“sometimes it's stupid and doesn't know what it's talking about, and also misses stuff”
Comment from 18 Dec 2025 in “Your job is to deliver code you have proven to work” “I've never seen CodeRabbit being anything more than a superficial reviewer”
Comment from 18 Aug 2026 in “Kent Beck: Composable Tests” Wrong or incorrect findings
“every single code rabbit ad was some incorrectly classified bug / completely wrong to begin with”
Comment from 27 Jan 2026 in “There Is an AI Code Review Bubble” “just the other day coderabbit was asking me where i found x when when it told me x didn't exist”
Comment from 6 Feb 2026 in “Coding assistants are solving the wrong problem” Intrusive bot behavior, unrequested features
“They enable beta features without asking, so one day your GitHub issues get AI responses without anyone ever asking it to respond to it.”
Comment from 29 Dec 2025 in “When someone says they hate your product with a burning passion” “Having to interact with bots as if they are humans, especially when they are gate keeping, is degrading.”
Comment from 21 Aug 2026 in “Stop Anthropomorphizing Intermediate Tokens as Reasoning/Thinking Traces”
Other code review tools people recommend
The four most recommended other code review tools, with the same counts for each, so you can compare like for like. The tick on each bar marks the 2 to 1 line the badge needs.
| Product | Recommend | Criticize | Approval | Months | Owned | Badge |
|---|---|---|---|---|---|---|
| GitHub Stacked PRs | 64 | 63 | 50% | 3 | — | — |
| Gerrit | 60 | 12 | 83% | 12 | — | Approved |
| Graphite code review | 52 | 16 | 76% | 9 | — | Approved |
| CodeRabbitThis page | 34 | 32 | 52% | 11 | — | — |
| Stage | 32 | 11 | 74% | 3 | — | — |
What people said
40 of the 89 comments that mention it, newest first. Each links to the original comment.
“We help you identify and fix hidden loopholes that could otherwise be exploited by bad-faith attackers”
“use CodeRabbit's defensive AI agents to run a deep-scan of your repo, identify and fix vulnerabilities for free until Nov 8th”
“help you get a leg up before any potential vulnerabilities are exploited”
“it essentially does exactly what you're looking for”
“not only do i depend on CodeRabbit for code reviews”
“But, compared to a trained human it still sucks.”
“They do catch important things but it’s really contextual.”
“this code review tool has such poor results that it isn't worth the "noise" and friction it causes developers during C/I code review”
“Having to interact with bots as if they are humans, especially when they are gate keeping, is degrading.”
“I've never seen CodeRabbit being anything more than a superficial reviewer”
“Otherwise coderabbit should do the trick for you.”
“running Coderabbit CLI on it all before pushing to CI/CD”
“it flags a lot of things and mostly they were false positives so eventually we stopped relying on it”
“producing nothing but walls of noise that makes reviewing any MR a nightmare”
“orchestrating a review loop between Claude, Devin, and CodeRabbit”
“Nothing comes close to the depth of CodeRabbit reviews.”
“tools like CodeRabbit and Qodo can help automate and expedite the code-review and approval processes”
“Code Rabbit catches more bugs than anyone in our main platform - mostly because it gets the first crack”
“would find things in my code that I would rarely find myself”
“Automated code review systems like CodeRabbit are, dare I even say, reasonable as a first line of defense these days.”
“They catch the small things (violations of contract, antipatterns, etc.) and the large (ux concerns, architectural flaws, etc.).”
“If you use coderabbit or a separate review tool and feed back the reviews it is again something which doesn't burn tokens so fast”
“Also try CodeRabbit if it already supports Ada.”
“just the other day coderabbit was asking me where i found x when when it told me x didn't exist”
“every single code rabbit ad was some incorrectly classified bug / completely wrong to begin with”
“worked really well and caught a lot of bugs”
“It regularly finds problems, including subtle but important problems that human reviewers struggle to find.”
“Most code reviewers provide enough information in PR comments”
“CodeRabbit in particular is gold here. I don't know what they do but it is far better at reviewing than any AI model I've seen.”
“tests + CodeRabbit catch most issues”
“it's better than practically any human I've worked with at a number of code review tasks, such as finding vulnerabilities, highlighting configuration issues, bad practices”
“They enable beta features without asking, so one day your GitHub issues get AI responses without anyone ever asking it to respond to it.”
“CodeRabbit, Sourcery and Codescene together work for me”
“the corporate CodeRabbit does a first pass code review against the code so any glaring errors are stomped out”
“it tends to be aware of files that aren't in the diff”
“I do agree that the tool we use (code rabbit) is a little too nitpicky, but it's right way more than it's wrong.”
“AI code review tools are already good. That makes for a good first pass.”
“CodeRabbit has remained a strong contender against the platforms throughout 2025.”
“sometimes it's stupid and doesn't know what it's talking about, and also misses stuff”
“We used https://www.coderabbit.ai/ at my work to do reviews and I was a pretty impressed with it.”
Counts come from 1,795,640 Hacker News comments, November 2025 to November 2026. How we count. Report a mistake.