more-itertools

Additional routines for operating on iterables beyond itertools.

EstablishedOpen SourceLow lock-in

Pricing

Free tier

Flat rate

Adoption

Stable

License

Open Source

Data freshness

Aging · Jun 8, 2026

Overview

What is more-itertools?

More-iterools extends Python's built-in itertools module with additional functions that make working with iterables more efficient and convenient. It is particularly useful for developers who need to process large datasets or complex sequences in a memory-efficient manner.

Key differentiator

More-iterools stands out by providing a comprehensive set of additional functions for iterable processing, extending Python's built-in capabilities in a memory-efficient manner.

Capability profile

Capability Radar

Ease of StartEcosystemValueMaturityFlexibilityScale Ready

Honest assessment

Strengths & Weaknesses

↑ Strengths

Additional functions for working with iterables beyond itertools.medium

Memory-efficient processing of large datasets and complex sequences.medium

Extensive documentation and community support.medium

↓ Weaknesses

Limited language supporthigh

more-itertools is exclusively for Python, which can be a limitation if the team needs similar functionality in other languages.

Potential performance overhead for small datasetsmedium

The library's optimizations are most beneficial for large datasets; for smaller data sets, the additional abstraction could introduce unnecessary overhead.

Documentation depth varies across functionslow

While extensive documentation is available, some less commonly used functions may have sparse or outdated documentation.

Fit analysis

Who is it for?

✓ Best for

Developers working on projects that require efficient and complex iterable processing.

Teams needing to extend the capabilities of itertools for specific use cases.

Projects where memory efficiency is critical during data processing.

✕ Not a fit for

Use cases requiring real-time streaming or high-frequency updates (more-itertools focuses on batch operations).

Scenarios where a web-based UI or managed service is preferred over a library dependency.

Cost structure

Pricing

Free Tier

Available

Open source — free to use

Starts at

$0

Model

Flat rate

Enterprise

None

Performance benchmarks

How Fast Is It?

Ecosystem

Relationships

Next step

Get Started with more-itertools

Step-by-step setup guide with code examples and common gotchas.

View Setup Guide →