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Greptile vs Mapnostics

Greptile reviews your pull requests with full-codebase context and leaves review comments. Mapnostics is standing codebase intelligence you query any time — the blast radius of a change, who owns a module, how a new engineer should read the code. Many teams run both.

Analyze my codebase →See the Intent Map

mapnostics.com/repo/acme-platform/intent-map

Intent Map

AI-generated summaries at repository, file, and function level.

Last generated 2 Aug, 14:26⟳ Re-generate

CapabilitiesAI-inferred7 capabilities · 7 of 7 files classified

Checkout flow navigation

1 file

CheckoutStepper.tsx

Shipping address capture

1 file

Step1ShippingAddress.tsx

Revenue analytics

1 file

RevenueByRegion.tsx

Frontend styling pipeline

1 file

postcss.config.js

Static code analysis and linting

1 file

eslint.config.js

System Monitoring

1 file

SystemStatus.tsx

Viewing and sorting tabular data

1 file

DataTableHeader.tsx

ModulesStructural

src/components

5 files

SystemStatus.tsx

RevenueByRegion.tsx

Relationship Map

Why each file depends on another — real edges, AI-explained.

⟳ Re-generate

⚠This process is LLM-heavy and may consume more tokens — it makes roughly one model call per source file. It runs separately and only re-annotates files that changed.

›App.tsxdepends on 54

›NavLink.tsxdepends on 1

›ProtectedRoute.tsxdepends on 2

›InvoiceView.tsxdepends on 3

›CustomerDetailDialog.tsxdepends on 10

›SystemStatus.tsxdepends on 4

Workflows

Which screens call which routes

2 Aug▷ Rescan

2 callers · 0 calls · 3 URLs not static

SEOMetrics.tsx

index.ts

Where Mapnostics is different

✓

Understanding that persists between PRs

The Intent Map is a standing description of what every file and capability is for — there to consult before you write the change, not only when you review it.

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✓

Onboarding, not just review

A ranked reading guide built from real entry points and dependencies, so a new engineer ramps in days instead of shadowing PRs for weeks.

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✓

Impact analysis on demand

Ask what a change affects in plain English and get the real blast radius — every dependent file, route and page — any time, not tied to an open pull request.

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Where Greptile is strong

Greptile's AI review at pull-request time is a real strength — it reads the whole codebase to comment on a diff, which is exactly what you want inside the review loop. Mapnostics is not a review tool. It is the map you consult before you open the PR, and the standing context a reviewer keeps between them. The two sit naturally side by side rather than replacing each other.

Also comparing SonarQube or DeepWiki?

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This comparison reflects our view of each product's public positioning as of September 2026. Both tools change — evaluate them against your own needs.