UQLM

Uncertainty Quantification for Language Models

GrowingOpen SourceLow lock-in

Pricing

Free tier

Flat rate

Adoption

Rising

License

Open Source

Data freshness

Verified · Jul 16, 2026

Overview

What is UQLM?

UQLM is a Python library designed to detect hallucinations in language models using advanced uncertainty quantification techniques.

Key differentiator

UQLM stands out by offering a specialized Python library focused on detecting hallucinations in language models through advanced uncertainty quantification techniques.

Capability profile

Capability Radar

Ease of StartEcosystemValueMaturityFlexibilityScale Ready

Honest assessment

Strengths & Weaknesses

↑ Strengths

Detects hallucinations in language models using uncertainty quantification techniques.medium

Provides a Python library for easy integration into existing projects.medium

↓ Weaknesses

Steep learning curve for non-Python developershigh

API requires Python-specific patterns, TypeScript SDK is community-maintained

Frequent breaking changes between versionsmedium

v0.1 to v0.2 migration required rewriting chain definitions

Limited language support beyond Pythonhigh

Primary development and maintenance focus is on Python, other languages have limited or no support

Small community and slow issue response timesmedium

GitHub issues are infrequently addressed by maintainers; low number of contributors

Fit analysis

Who is it for?

✓ Best for

Teams developing applications that rely on accurate language model outputs where hallucination detection is critical.

Researchers who need to quantify and understand the uncertainty in language model predictions.

✕ Not a fit for

Projects requiring real-time processing of large volumes of text data, as UQLM may not be optimized for high-throughput scenarios.

Applications that do not require or benefit from detailed uncertainty quantification.

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 UQLM

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

View Setup Guide →