Comparison

ast-grep vs mypy

On the evidence we track, mypy leads this comparison with a composite score of 69/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

Machine formatsMarkdownJSONGraphQLMarkdown is open. JSON and GraphQL need a free key.
ast-grep55
★mypy69
Score
vioscaleAI score
ast-grep55 / 100low · 35%
mypy69 / 100medium · 66%
Pricing
Free tier
ast-grep✓
mypy–
Model
Price level
ast-grepfree
mypyfree
Integrations
Count
ast-grep–
mypy1
Adoption
Dependent repos
ast-grep177
mypy52,771
Github stars
ast-grep16,225
mypy20,682
Package downloads weekly
ast-grep–
Activity
Commits last 30d
ast-grep33
mypy100
Release
Cadence days
ast-grep15
mypy–
History
ast-grep20 items
mypy–
License
Spdx
ast-grepMIT
mypy–
Language
Primary
ast-grepRust
mypyPython
Content
Faq
ast-grep5 items

Capabilities

Feature-by-feature on the axes that matter for code quality tools. “-” means undocumented, not absent.

Core
Function
ast-grepStatic analyzer
mypyType checker
Language scope
ast-grepMulti-language
mypySingle-language
Implementation language
ast-grepRust
mypyPython
Capability
Autofix
ast-grep✓
mypy✗
Config
Config model
ast-grepRule packs
mypy-
Extensibility
Custom rules
ast-grep✓
mypy✗
Deployment
Deployment
ast-grepCLI-local
mypyCLI-local
Delivery
Editor integration
ast-grep✓
mypy✓
CI / VCS gating
ast-grep-
mypy✓
Insight
Code metrics
ast-grep-
mypy✗
Performance
Incremental / monorepo aware
ast-grep-
mypy✓
Licensing
Open-source
ast-grepOSS
mypyOSS
Commercial
Pricing model
ast-grepFree
mypyFree

What each one is

The product in its own terms, so the numbers below have context.

ast-grep

Find and modify code patterns using abstract syntax tree analysis. Useful for linting, refactoring, and enforcing coding standards.

Independently observed

mypy

Leader

A static type checker that analyzes Python code to catch type errors before runtime. Supports gradual typing, allowing you to mix static and dynamic typing and incrementally add type hints to existing codebases.

Independently observed

Pricing

List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.

ast-grep

Open source

Free and open source

as of verify ↗

mypy

Leader
Open source
as of verify ↗

Platform & deployment

Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.

Platforms
CLI
ast-grep✓
mypy✓
Deployment
Self-hosted
ast-grep✓
mypy✓

Integrations

What each product connects to. Counts come from the vendor's own integration directory where one exists.

ast-grep

Not documented yet.

mypy

Leader
1 total
  • VS Code
Independently observed
Still deciding?

ast-grep or mypy: which one depends on you

A composite score cannot know your constraints. Describe them and both get re-weighted against what you actually need, with the evidence behind every position.

Free to run, no account needed to start. How the evaluation works

Comparison generated from independently-sourced facts. Every value links to its source and retrieval date. See the method.