Comparison
auto-evaluator vs anything-llm
Verdict
Pick auto-evaluator when auto-evaluator is primarily TypeScript; anything-llm is JavaScript; pick anything-llm when anything-llm is primarily JavaScript; auto-evaluator is TypeScript.
Markdown twin · auto-evaluator alternatives · anything-llm alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | auto-evaluator | anything-llm |
|---|---|---|
| Maintenance | Archived (380d 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 · Organization account As of today · github_public_v1 |
| Security (OSV) | No lockfile As of today · none | No lockfile As of today · none |
Tagline
- auto-evaluator
- auto-evaluator
- anything-llm
- Self-hosted agent experience with deployment scripts for multiple environments
Stars
- auto-evaluator
- 782
- anything-llm
- 63k
Forks
- auto-evaluator
- 103
- anything-llm
- 6.9k
Open issues
- auto-evaluator
- 21
- anything-llm
- 320
Language
- auto-evaluator
- TypeScript
- anything-llm
- JavaScript
Adopt for
- auto-evaluator
- -
- anything-llm
- Self-hosted AI agent experience with robust deployment scripts across multiple environments.
Persona
- auto-evaluator
- -
- anything-llm
- -
Runtime
- auto-evaluator
- -
- anything-llm
- -
License
- auto-evaluator
- Other
- anything-llm
- MIT
Last pushed
- auto-evaluator
- Jun 26, 2025
- anything-llm
- Jul 11, 2026
Categories
- auto-evaluator
- Inference & Serving
- anything-llm
- AI Agents, Inference & Serving
Trust and health
Maintenance
- auto-evaluator
- Archived (8%)
- anything-llm
- Very active (96%)
Days since push
- auto-evaluator
- 380d
- anything-llm
- 0d
Archived on GitHub
- auto-evaluator
- Yes
- anything-llm
- No
Open issues (now)
- auto-evaluator
- 21
- anything-llm
- 320
Full report
- auto-evaluator
- Trust report
- anything-llm
- Trust report
Choose auto-evaluator if…
- auto-evaluator is primarily TypeScript; anything-llm is JavaScript.
- License: auto-evaluator is Other, anything-llm is MIT.
- Tags unique to auto-evaluator: typescript.
When NOT to use auto-evaluator
- auto-evaluator is archived on GitHub. Prefer an active alternative unless you maintain a private fork or need a frozen dependency.
- Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic.
Choose anything-llm if…
- anything-llm is primarily JavaScript; auto-evaluator is TypeScript.
- License: anything-llm is MIT, auto-evaluator is Other.
- Tags unique to anything-llm: agent-computer, agent-harness, agentic-ai, llm.
- Also covers AI Agents.
- When you need flexibility in deploying your AI agents on various cloud platforms like AWS, GCP, Digital Ocean, and more.
When NOT to use anything-llm
- Avoid if you require an agent without additional setup or prefer SaaS solutions over self-managed deployments.
- Not suitable for users who are looking for no-code alternatives as setting up AnythingLLM might necessitate some coding knowledge despite offering multiple scripts and methods.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (langchain-ai/auto-evaluator) · observed Jul 11, 2026
- GitHub forks (langchain-ai/auto-evaluator) · observed Jul 11, 2026
- Last push (langchain-ai/auto-evaluator) · observed Jun 26, 2025
- License file (Other) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (Mintplex-Labs/anything-llm) · observed Jul 11, 2026
- GitHub forks (Mintplex-Labs/anything-llm) · observed Jul 11, 2026
- Last push (Mintplex-Labs/anything-llm) · observed Jul 11, 2026
- License file (MIT) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: auto-evaluator 782 · anything-llm 63k (synced Jul 11, 2026).
Common questions
- What is the difference between auto-evaluator and anything-llm?
- auto-evaluator: auto-evaluator. anything-llm: Self-hosted agent experience with deployment scripts for multiple environments. See the comparison table for live GitHub stats and shared categories.
- When should I choose auto-evaluator over anything-llm?
- Choose auto-evaluator over anything-llm when auto-evaluator is primarily TypeScript; anything-llm is JavaScript; License: auto-evaluator is Other, anything-llm is MIT; Tags unique to auto-evaluator: typescript.
- When should I choose anything-llm over auto-evaluator?
- Choose anything-llm over auto-evaluator when anything-llm is primarily JavaScript; auto-evaluator is TypeScript; License: anything-llm is MIT, auto-evaluator is Other; Tags unique to anything-llm: agent-computer, agent-harness, agentic-ai, llm; Also covers AI Agents; When you need flexibility in deploying your AI agents on various cloud platforms like AWS, GCP, Digital Ocean, and more.
- When should I avoid auto-evaluator?
- auto-evaluator is archived on GitHub. Prefer an active alternative unless you maintain a private fork or need a frozen dependency. Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic.
- When should I avoid anything-llm?
- Avoid if you require an agent without additional setup or prefer SaaS solutions over self-managed deployments. Not suitable for users who are looking for no-code alternatives as setting up AnythingLLM might necessitate some coding knowledge despite offering multiple scripts and methods.
- Is auto-evaluator or anything-llm more popular on GitHub?
- anything-llm has more GitHub stars (63,100 vs 782). Stars measure visibility, not whether either tool fits your constraints.
- Are auto-evaluator and anything-llm open source?
- Yes - both are open-source projects on GitHub (auto-evaluator: Other, anything-llm: MIT).
- Where can I find alternatives to auto-evaluator or anything-llm?
- GraphCanon lists graph-backed alternatives at auto-evaluator alternatives and anything-llm alternatives (auto-evaluator markdown twin, anything-llm 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, auto-evaluator or anything-llm?
- auto-evaluator: Archived. anything-llm: 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 auto-evaluator and anything-llm?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: auto-evaluator trust report; anything-llm trust report.