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Home/Compare/uqlm vs LibreChat

Comparison

uqlm vs LibreChat

Verdict

Pick uqlm when uqlm is primarily Python; LibreChat is TypeScript; pick LibreChat when libreChat is primarily TypeScript; uqlm is Python.

Markdown twin · uqlm alternatives · LibreChat alternatives

GraphCanon updated today

uqlm logo

uqlm

cvs-health/uqlm

★ 1.2kpushed Jul 9, 2026
vs
LibreChat logo

LibreChat

danny-avila/LibreChat

★ 41kpushed Jul 10, 2026

Trust & integrity

SignaluqlmLibreChat
Maintenance
Very active (1d since push)
As of today · github_public_v1
Very active (0d since push)
As of today · github_public_v1
Provenance
Not a fork · Organization account
As of today · github_public_v1
Not a fork · Personal account
As of today · github_public_v1
Security (OSV)
No lockfile
As of today · none
No MCP manifest
As of today · mcp_manifest
uqlm trust reportLibreChat trust reportTrust methodology

Tagline

uqlm
UQLM: Uncertainty Quantification for Language Models, is a Python package for UQ-based LLM hallucination detection
LibreChat
Enhanced ChatGPT Clone: Features Agents, MCP, Skills, DeepSeek, Anthropic, AWS, OpenAI, Responses API, Azure, Groq, o1, GPT-5, Mistral, OpenRouter, Vertex AI, Gemini, Artifacts, AI model switching, me

Stars

uqlm
1.2k
LibreChat
41k

Forks

uqlm
126
LibreChat
8.3k

Open issues

uqlm
23
LibreChat
573

Language

uqlm
Python
LibreChat
TypeScript

Adopt for

uqlm
-
LibreChat
-

Persona

uqlm
-
LibreChat
-

Runtime

uqlm
-
LibreChat
-

License

uqlm
Apache-2.0
LibreChat
MIT

Last pushed

uqlm
Jul 9, 2026
LibreChat
Jul 10, 2026

Categories

uqlm
LLM Frameworks, Evaluation & Observability, Computer Vision
LibreChat
LLM Frameworks, AI Agents, Computer Vision

Trust and health

Days since push

uqlm
1d
LibreChat
0d

Open issues (now)

uqlm
23
LibreChat
573

Owner type

uqlm
Organization
LibreChat
User

Security scan

uqlm
No lockfile
LibreChat
No MCP manifest

Full report

uqlm
Trust report
LibreChat
Trust report

Choose uqlm if…

  • uqlm is primarily Python; LibreChat is TypeScript.
  • License: uqlm is Apache-2.0, LibreChat is MIT.
  • Tags unique to uqlm: ai-safety, hallucination-evaluation, hallucination, hallucination-mitigation.
  • Also covers Evaluation & Observability.

When NOT to use uqlm

  • LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
  • Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers.
GitHubDetails

Choose LibreChat if…

  • LibreChat is primarily TypeScript; uqlm is Python.
  • License: LibreChat is MIT, uqlm is Apache-2.0.
  • Tags unique to LibreChat: chatgpt-clone, ai, artifacts, aws.
  • Also covers AI Agents.

When NOT to use LibreChat

  • LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
  • AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism.
GitHubDetails

Explore

uqlm trust report →LibreChat trust report →LLM Frameworks category →Evaluation & Observability category →Computer Vision category →AI Agents category →All comparisonsStack workflowsTrending tools

Sources

Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.

GitHub stars on cards: uqlm 1.2k · LibreChat 41k (synced Jul 11, 2026).

Common questions

What is the difference between uqlm and LibreChat?
uqlm: UQLM: Uncertainty Quantification for Language Models, is a Python package for UQ-based LLM hallucination detection. LibreChat: Enhanced ChatGPT Clone: Features Agents, MCP, Skills, DeepSeek, Anthropic, AWS, OpenAI, Responses API, Azure, Groq, o1, GPT-5, Mistral, OpenRouter, Vertex AI, Gemini, Artifacts, AI model switching, me. See the comparison table for live GitHub stats and shared categories.
When should I choose uqlm over LibreChat?
Choose uqlm over LibreChat when uqlm is primarily Python; LibreChat is TypeScript; License: uqlm is Apache-2.0, LibreChat is MIT; Tags unique to uqlm: ai-safety, hallucination-evaluation, hallucination, hallucination-mitigation; Also covers Evaluation & Observability.
When should I choose LibreChat over uqlm?
Choose LibreChat over uqlm when LibreChat is primarily TypeScript; uqlm is Python; License: LibreChat is MIT, uqlm is Apache-2.0; Tags unique to LibreChat: chatgpt-clone, ai, artifacts, aws; Also covers AI Agents.
When should I avoid uqlm?
LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers.
When should I avoid LibreChat?
LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism.
Is uqlm or LibreChat more popular on GitHub?
LibreChat has more GitHub stars (40,571 vs 1,183). Stars measure visibility, not whether either tool fits your constraints.
Are uqlm and LibreChat open source?
Yes - both are open-source projects on GitHub (uqlm: Apache-2.0, LibreChat: MIT).
Where can I find alternatives to uqlm or LibreChat?
GraphCanon lists graph-backed alternatives at uqlm alternatives and LibreChat alternatives (uqlm markdown twin, LibreChat markdown twin), ranked by typed relationship edges rather than popularity votes.
Is there a machine-readable version of this comparison?
Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
Which is better maintained, uqlm or LibreChat?
uqlm: Very active. LibreChat: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
Where are the full trust reports for uqlm and LibreChat?
GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: uqlm trust report; LibreChat trust report.