Comparison
athina-evals vs caveman
Verdict
Pick athina-evals when athina-evals is primarily Python; caveman is JavaScript; pick caveman when caveman is primarily JavaScript; athina-evals is Python.
Markdown twin · athina-evals alternatives · caveman alternatives
GraphCanon updated 1d
vs
Trust & integrity
| Signal | athina-evals | caveman |
|---|---|---|
| Maintenance | Dormant (399d since push) As of 1d · github_public_v1 | Active (7d since push) As of 1d · github_public_v1 |
| Provenance | Not a fork · Organization account As of 1d · github_public_v1 | Not a fork · Personal account As of 1d · github_public_v1 |
| Security (OSV) | No lockfile As of 1d · none | No lockfile As of 1d · none |
Tagline
- athina-evals
- Python SDK for running evaluations on LLM generated responses
- caveman
- Reduce token usage with concise 'caveman'-style prompts.
Stars
- athina-evals
- 301
- caveman
- 88k
Forks
- athina-evals
- 22
- caveman
- 5.1k
Open issues
- athina-evals
- 3
- caveman
- 392
Language
- athina-evals
- Python
- caveman
- JavaScript
Adopt for
- athina-evals
- -
- caveman
- The **caveman** tool is designed for developers and AI users who aim to optimize their token usage through the generation of more concise prompts, thereby potentially reducing costs and improving efficiency. However, it犺
Persona
- athina-evals
- -
- caveman
- -
Runtime
- athina-evals
- -
- caveman
- -
License
- athina-evals
- -
- caveman
- MIT
Last pushed
- athina-evals
- Jun 6, 2025
- caveman
- Jul 3, 2026
Categories
- athina-evals
- Developer Tools, Evaluation & Observability, LLM Frameworks
- caveman
- Developer Tools, LLM Frameworks
Trust and health
Maintenance
- athina-evals
- Dormant (18%)
- caveman
- Active (82%)
Days since push
- athina-evals
- 399d
- caveman
- 7d
Open issues (now)
- athina-evals
- 3
- caveman
- 392
Owner type
- athina-evals
- Organization
- caveman
- User
Full report
- athina-evals
- Trust report
- caveman
- Trust report
Choose athina-evals if…
- athina-evals is primarily Python; caveman is JavaScript.
- Tags unique to athina-evals: evaluation, evaluation-framework, evaluation-metrics, llm-eval.
- Also covers Evaluation & Observability.
When NOT to use athina-evals
- Last GitHub push was 400 days ago (dormant maintenance, Jun 6, 2025). Validate activity before betting a new project on athina-evals.
- Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
- Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers.
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
Choose caveman if…
- caveman is primarily JavaScript; athina-evals is Python.
- Tags unique to caveman: ai, anthropic, caveman, claude-code.
- When you need to significantly cut down on token usage in AI interactions, up to 65%, without losing essential information content.
When NOT to use caveman
- When requiring complex and detailed prompts that necessitate more nuanced expression beyond simple, 'caveman'-style sentences.
- For situations where adherence to formal or specific linguistic structures is mandatory for the task's success.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (athina-ai/athina-evals) · observed Jul 11, 2026
- GitHub forks (athina-ai/athina-evals) · observed Jul 11, 2026
- Last push (athina-ai/athina-evals) · observed Jun 6, 2025
- License file (unknown) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (JuliusBrussee/caveman) · observed Jul 11, 2026
- GitHub forks (JuliusBrussee/caveman) · observed Jul 11, 2026
- Last push (JuliusBrussee/caveman) · observed Jul 3, 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: athina-evals 301 · caveman 88k (synced Jul 11, 2026).
Common questions
- What is the difference between athina-evals and caveman?
- athina-evals: Python SDK for running evaluations on LLM generated responses. caveman: Reduce token usage with concise 'caveman'-style prompts.. See the comparison table for live GitHub stats and shared categories.
- When should I choose athina-evals over caveman?
- Choose athina-evals over caveman when athina-evals is primarily Python; caveman is JavaScript; Tags unique to athina-evals: evaluation, evaluation-framework, evaluation-metrics, llm-eval; Also covers Evaluation & Observability.
- When should I choose caveman over athina-evals?
- Choose caveman over athina-evals when caveman is primarily JavaScript; athina-evals is Python; Tags unique to caveman: ai, anthropic, caveman, claude-code; When you need to significantly cut down on token usage in AI interactions, up to 65%, without losing essential information content.
- When should I avoid athina-evals?
- Last GitHub push was 400 days ago (dormant maintenance, Jun 6, 2025). Validate activity before betting a new project on athina-evals. Developer Tools: A gateway is overkill when you're pinned to a single provider and model. Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- When should I avoid caveman?
- When requiring complex and detailed prompts that necessitate more nuanced expression beyond simple, 'caveman'-style sentences. For situations where adherence to formal or specific linguistic structures is mandatory for the task's success.
- Is athina-evals or caveman more popular on GitHub?
- caveman has more GitHub stars (87,950 vs 301). Stars measure visibility, not whether either tool fits your constraints.
- Are athina-evals and caveman open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to athina-evals or caveman?
- GraphCanon lists graph-backed alternatives at athina-evals alternatives and caveman alternatives (athina-evals markdown twin, caveman 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, athina-evals or caveman?
- athina-evals: Dormant. caveman: 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 athina-evals and caveman?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: athina-evals trust report; caveman trust report.