Comparison

GitMir vs Greptile

Greptile reviews a pull request against a graph of the codebase. GitMir adds the review of what the commit changed in the business logic of the product — and the same understanding for the agent before it writes.

Updated

Better together

Keep Greptile. GitMir makes it stronger

Yes. Code review and business-logic review answer different questions about the same commit, and a team can run both.

Before the pull request

What the change reaches in the product — given to the agent before it writes and to the reviewer before review.

The product change, not the diff

GitMir Business Review reports which customer paths, status flows, rules and records a push changed, computed from two versions of the product model.

A model between changes

The next change is sized against the same current model of the product instead of starting from nothing.

Requirements against the product

Saved documents are checked against what the product does, and Business Review names the requirements a push touched.

How to connect

Keep Greptile on your pull requests; add GitMir Business Review to the project, and connect your agents to GitMir over MCP.

Or instead

When GitMir is the review

GitMir does not replace Greptile for line-level code review. If the question your review has to answer is what a push does to the product — which customer paths, status flows, rules and records changed, and which problems it brought or settled — GitMir Business Review answers it on its own: computed from two versions of the product model, with no model opinion about the commit. Preview — free for now.

GitMir Business Review →

On its own

When Greptile on its own is enough

  • What you need from review is comments on the lines of each pull request: bugs in the diff, style, missing tests.
  • Your reviewers already know the product well enough to judge what a change does to it.

Add GitMir Business Review when the question is what a push did to the product — which customer paths, status flows, rules and records changed.

Benchmark 001

The same repository, questions
and AI model for both

Errors and omissions8%Greptile: 34%4.2× fewer
Context per question8.4KGreptile: 42.7K−80%
Cost per question$0.07Greptile: $0.29−76%
Time to answer4.8sGreptile: 13.1s−63%

Fifty questions in the words work is assigned in, the same model and settings for every system, answers graded blind.

Every system, every number, and how to repeat it →

What each one is built for

Greptile works with the code
and its sources. GitMir works
with the business logic

Greptile

Review-time reasoning over files, functions, classes and dependencies, scoped to the change in front of it.

Reviews pull requests against a graph of the codebase, catching what a diff alone hides. The reasoning happens at review time and is scoped to the change; the understanding it builds is spent on that PR rather than accumulated as a product model.

GitMir

Features, rules, customer paths and how they connect, built from your code and kept current with every push.

GitMir establishes what a product does once, from the repository, and serves each task only what it needs — with every statement traceable to the source it came from.

Understanding built for one pull request is spent on that pull request. The next change starts from nothing again, and so does the next agent.

DimensionGreptileGitMir
Primary layerCode ReviewMeaning / Product
What it understandsFiles, functions, classes, dependenciesWhat the product does and how it behaves
RelationshipsCode graphBusiness + technical
AI agent contextReview agentsEstablished product knowledge
Change impactPR / code impactProduct-logic level
Primary buyerEngineering teamsCTO / VP Eng / Product / AI

Positioning per each vendor’s own public description. Nothing here says a tool is bad at what it is built for.

Questions

Asked before choosing

Can we use GitMir and Greptile together?

Yes. Code review and business-logic review answer different questions about the same commit, and a team can run both.

Can GitMir replace Greptile?

GitMir does not replace Greptile for line-level code review. If the question your review has to answer is what a push does to the product — which customer paths, status flows, rules and records changed, and which problems it brought or settled — GitMir Business Review answers it on its own: computed from two versions of the product model, with no model opinion about the commit. Preview — free for now.

How do I connect GitMir to Greptile?

Keep Greptile on your pull requests; add GitMir Business Review to the project, and connect your agents to GitMir over MCP.

What does GitMir add that Greptile does not have?

Understanding built for one pull request is spent on that pull request. The next change starts from nothing again, and so does the next agent. GitMir builds the business logic of the product once — features, rules, customer paths and how they connect — keeps it current with every push, and gives the part a task touches to people and to AI.

How was GitMir compared with Greptile?

Benchmark 001: one repository, fifty questions in the words work is actually assigned in, the same AI model and settings for every system, answers graded blind. GitMir's answers lost 8% of the score to errors and omissions against 34% for Greptile, on 8.4K tokens of context per question against 42.7K. The full method and every number are published.

GitMir vs Claude Code →GitMir vs Cursor →GitMir vs GitHub Copilot →GitMir vs Codex →GitMir vs Windsurf →GitMir vs Devin →GitMir vs Cline →GitMir vs Tabnine →GitMir vs JetBrains AI →GitMir vs Amazon Q Developer →GitMir vs Augment Code →GitMir vs Sourcegraph →GitMir vs Unblocked →GitMir vs CodeRabbit →GitMir vs Qodo →

Run Greptile with GitMir
on your own repository