Models are worse at reviewing their own code link - @greptile
Greptile on X
Enthusiastic users lead the conversation, crediting Greptile with catching real bugs and being configurable, while the persistent complaint is the bill as agents open more PRs; the questions centre on choosing between it and CodeRabbit.
First written 27 Oct · what changed · from 124 posts by 112 people
Tracking posts that say “greptile”
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Tone· 84 posts from 80 people· written 27 Oct
How do people feel about Greptile?
Most of the talk is praise: 53 of the 80 people here endorse it without reservation, and the 14 who post findings and doubts without a verdict are the next largest group. The disappointed are few — 5 people, most of them leaving over the bill — level with 5 who admire it from the outside without reporting daily use.
Fans credit it with catching real problems and with fit. One who switched from a rival says the reviews and the vulnerabilities it identifies are impressive; another names the ability to configure settings, rules and instructions as the main reason; a team member describes Greptile as feeling like an "extension of our team", responsive to feedback and focused on code review. Others point to the free open-source program, to fast reviews, to an eval where the tool won, and to chasing a 5/5 score on every PR. One ranks Greptile, alongside CodeRabbit, "generations ahead" of other tools in quality.
The undecided (14 people) weigh the idea more than the experience: whether a separate review layer earns its keep when other agents can run adversarial reviews, whether a $750M valuation proves sustainable revenue and impartiality, and what share of GitHub's daily PRs it really covers. The 5 impressed from outside cite that valuation and the 1% of GitHub PRs, and the new trick of driving an app to catch a button that vanishes on an iPhone screen. Those who left name the cost.
- Enthusiastic fans56
- Undecided or skeptical14
- Disappointed5
- Impressed from the outside5
- Positive with caveats4
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greptile configured and helping review the REA prs a huge thank you to the Greptile team for reaching out so quickly and helping + @mvanhorn 🐐 @jihoonchoi @rahulbathijaa
I don't write code. Yet I'm building a full software product with AI. People keep asking how I know the code is any good. Here's my setup, explained for non-coders. The rule behind everything: the AI that builds never reviews its own work. Above it all sits a separate
if you look at it ai didn't kill software engineering, it just moved the bottleneck > blacksmith (CI for ai-written code) went from a $60m valuation to $1b in about a year > ARR up 17x, 90m+ CI jobs run > greptile raised at $750m valuation this week accounting for 1% of all code
agreed! we recently switched to Greptile, and the reviews and vulnerabilities it’s able to identify are insane. main thing i like about Greptile is the ability to configure settings, rules, and instructions
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Pain points· 30 posts from 28 people· written 27 Oct
What do people complain about with Greptile?
Price is the biggest complaint by far, at 12 people. The next largest is that a review checks the diff it is handed rather than proving the change works (5 people), followed by noisy, essay-length reviews at 4.
The bill is the one people name most. The worry is that agents open exponentially more PRs every month while per-review charges and $30 seats climb with them. One reports a $2k bill and a move to a local agent; another hit $300 a month and left for gh-aw. A per-PR price is called a worse version of per-seat pricing because a one-line config change costs the same as a 10K+ line feature. People describe their own fixes: a cheap pre-check on file names and diff size so the expensive review runs only on real logic, or flat monthly subscriptions they already pay for.
5 people say the review judges only the diff: it will score 5/5 on a fix without asking whether the approach was right, and a green score is no proof the behavior holds. 4 describe long write-ups, flow diagrams and style nits that bury the two or three comments that would block a merge. 3 report false positives — one critic rated only 68% of its findings as real — and 2 found setup for open source fiddly. 2 mention rate limits or the service being down.
- Cost climbs with every PR13
- Doesn't prove the code works5
- Too much review noise5
- False positives3
- Setup is fiddly2
- Rate limits and downtime2
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Really hope Greptile is able to bring down the price of their base review soon. Agents are creating exponentially more PRs every month, which feels great, but seeing the bill also climb exponentially is not a fun sight.
The only useful feature of @greptile is the score. 4/5 or 5/5 is all I care about. The rest feels like every other AI reviewer. Essays 😭 Their diagrams are a complete waste of tokens. Honestly, does anyone even look at them? @dakshgup @soohoonchoi pls remove this. #AI #Coding
i used to find that Greptile hallucinated a LOT so i didn't really like it however i started using it again recently and it’s really good - the reviews are fast as well which is nice highly recommend using it 🫡
please lmk if anyone has a connect at @greptile or @coderabbitai ive used both before & having some trouble setting up them for OSS 🙏
I believe the agents liked both fixes, 5/5 from greptile. because the review agents don't review for the optimal approach, they evaluate the diff they're given
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Alternatives· 19 posts from 18 people· written 27 Oct
What are the alternatives to Greptile?
Two comparisons sit level at the top: CodeRabbit and building your own reviewer, at 6 and 6 people. Behind them, 2 people weigh Claude and Codex subscriptions they already pay for against Greptile's price.
CodeRabbit is the named rival. People rank Greptile ahead of it — one posts Greptile beats CodeRabbit even though CodeRabbit sent a free T-shirt; another calls the two "generations ahead" of other reviewers. Some run both: one team splits PRs between the two tools so that when a rate limit hits one, the other picks up the review.
The other side of the ledger is building or renting a reviewer yourself. One says building your own Greptile is one of the best ways to spend engineering time now, because verification and boundaries are the job; another argues the opposite, that you either ship the best product or waste time and effort rebuilding Greptile in-house. People who left over cost went specific: a local agent through Codex CLI after a $2k bill, a custom reviewer that checks prod DB, logs and Linear issues for about $300 a month, or a coding agent doing the same job for $1 where a seat costs $30.
The rest name one or two people each: Claude and Codex subscriptions, GitHub Copilot, Shadowclone, OpenQodex and gh-aw.
- CodeRabbit7
- Building your own reviewer6
- Claude and Codex subscriptions2
- GitHub Copilot1
- Shadowclone1
- OpenQodex1
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@greptile > @coderabbitai (They gave me a free T-shirt)
you can either make your product the very best or waste time and effort building greptile or wisprflow internally
We got a $2k greptile bill a few weeks ago and moved our to running a local agent through Alibaba’s AgentPR thing via Codex CLI, been a bit slower but has been catching up to Greptile quality + has yet to burn through a full sub using 6.1 Sol High
I agree Greptile is probably more token efficient, but not necessarily cheaper when I'm already paying for AI subscriptions If I can get similar or better results with my own coding agent, skills, static analysis, and a live environment, even 10x the tokens could cost me less
The more eyes the better. But because I hit rate limits on both I have it so they each run on different PRs. If I hit the limit on one it’ll start the other
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Questions· 13 posts from 12 people· written 27 Oct
What do people ask about Greptile?
The largest group of questions is the adoption one: 6 of the 12 people here ask whether Greptile is good, or how to choose between it and CodeRabbit, including how the two fit together. Behind that, 3 ask how to get it set up or plugged in.
The verdict question comes in a few forms. One asks flatly "Greptile or CodeRabbit??"; another says they need a review tool, that everyone tells them to try CodeRabbit, and then asks whether Greptile is good. People who already run both get asked how they split the work — whether one catches a class of bugs the other misses or the two overlap — and why anyone would run two at once, review limits being the guess.
3 people ask about wiring it up: one is setting up Greptile and CodeRabbit for open source and asks for a contact after hitting trouble; a reply moves to connect them with the founder. Another asks whether a browser-automation tool can be plugged into Greptile so their web apps get reviewed like a human integration test.
The rest are mechanics. 2 people ask whether the 5/5 score matches what a careful human would flag; one answers that the score usually lines up with their own Claude Code and Codex checks, and that they trust it less when they skip those. 2 ask whether each push re-reviews the whole PR, and how the evals decide a comment was worth reading.
- Is Greptile worth picking?6
- How do I set it up or plug it in?3
- Can I trust the score?2
- How does a review work?2
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Q: Greptile or CodeRabbit??
You think Greptile is good? I am need of one and everyone tells me to try the rabbit
please lmk if anyone has a connect at @greptile or @coderabbitai ive used both before & having some trouble setting up them for OSS 🙏
Mostly, yeah. I use my own branch review skills with Claude Code and Codex, and the score usually lines up with those reviews. When I skip those checks, I'm less sure how much to trust the score.
@cap only merges once @greptile gives the current head 5/5. my first oss pr went through that, 4/5 first then 5/5 after a rebase second review said it covered the full diff bc the merge base changed does v5 still re-review the whole pr on every push or just the new commits?
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Wishes· 10 posts from 9 people· written 27 Oct
What do people want from Greptile?
The largest wish, from 3 of the 9 people here, is to keep the score but replace the essays and flow diagrams with a short list of the issues that would block a merge. 2 people want the price of a review brought down.
The request is consistent: the score is the part people read, and everything under it should be shorter. One says 4/5 or 5/5 is all they care about and calls the diagrams "a complete waste of tokens"; another wants the two or three comments that would actually block a merge, with the rest behind a click; a third asks for a short list of top issues under the score, and a joke reply turns it into a flow-chart request. One raises it directly with the founders to have the diagrams removed.
Price is the other wish. The hope is for a cheaper base review as agents open more PRs every month, phrased as bringing the price down before the bill climbs with the PR count. One describes the workaround they settled on: a cheap pre-check on file names, diff size and lockfile bumps, and the paid review only on PRs that touch real logic.
The rest are single requests: a tighter GitHub setup for Greptile alongside Codex, CodeRabbit and Claude; a CI check that holds docs to the ASD-STE100 writing standard; browser automation so a change is exercised like a human integration test; and, from one person, that PR review simply run itself.
- Show the top issues, drop the essays4
- Cheaper reviews2
- Tighter GitHub integration1
- Enforce our docs standard in CI1
- Let it drive browser tests1
- Just automate PR review1
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The only useful feature of @greptile is the score. 4/5 or 5/5 is all I care about. The rest feels like every other AI reviewer. Essays 😭 Their diagrams are a complete waste of tokens. Honestly, does anyone even look at them? @dakshgup @soohoonchoi pls remove this. #AI #Coding
Fair point on the essays. When I'm reviewing I mostly want the 2 or 3 comments that would actually block a merge, everything else can live behind a click. Does the score line up with what you'd have flagged yourself?
Ha, the score is the TL;DR everyone actually reads 😄 A short list of the top issues under it would be all I need too.
Really hope Greptile is able to bring down the price of their base review soon. Agents are creating exponentially more PRs every month, which feels great, but seeing the bill also climb exponentially is not a fun sight.
Every PR is where the bill sneaks up. What worked for me: a dumb pre-check first (file names, diff size, is this just a lockfile bump?) and the expensive review only on PRs that touch real logic. Half my PRs didn't deserve a senior reviewer, human or AI.
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In their words
How do people talk about Greptile?
The phrases people use most, counted once per person.
- 1“code review”8
- 2“blind spots”4
- 3“ai code review”3
- 4“per seat”3
- 5“frontier models”3
- 6“open source”2
- 7“ai reviewer”2
- 8“review agents”2
- 9“top issues”2
- 10“short list”2
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Also in AI code review
- CodeRabbit−8%The largest group here, 44 people, says CodeRabbit works well and catches edge cases their coding models miss, with noisy findings and review credits running out the biggest complaints.547 posts / 7d
- Qodo+38%Qodo's reception is led by fans crediting it with catching cross-file bugs a diff-only review misses; a smaller group likes it but keeps a human in the loop, and an equal-sized group ranks it behind a rival.71 posts / 7d
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