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Comparison

caveman vs promptmage

Verdict

Pick caveman when caveman is primarily JavaScript; promptmage is Python; pick promptmage when promptmage is primarily Python; caveman is JavaScript.

Markdown twin · caveman alternatives · promptmage alternatives

GraphCanon updated today

caveman logo

caveman

JuliusBrussee/caveman

★ 88kpushed Jul 3, 2026
vs
promptmage logo

promptmage

tsterbak/promptmage

★ 115pushed Oct 21, 2024

Trust & integrity

Signalcavemanpromptmage
Maintenance
Active (7d since push)
As of today · github_public_v1
Dormant (628d since push)
As of today · github_public_v1
Provenance
Not a fork · Personal 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 lockfile
As of today · none
caveman trust reportpromptmage trust reportTrust methodology

Tagline

caveman
Reduce token usage with concise 'caveman'-style prompts.
promptmage
simplifies the process of creating and managing LLM workflows.

Stars

caveman
88k
promptmage
115

Forks

caveman
5.1k
promptmage
8

Open issues

caveman
392
promptmage
8

Language

caveman
JavaScript
promptmage
Python

Adopt for

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
promptmage
-

Persona

caveman
-
promptmage
-

Runtime

caveman
-
promptmage
-

License

caveman
MIT
promptmage
MIT

Last pushed

caveman
Jul 3, 2026
promptmage
Oct 21, 2024

Categories

caveman
LLM Frameworks, Developer Tools
promptmage
LLM Frameworks, Developer Tools

Trust and health

Maintenance

caveman
Active (82%)
promptmage
Dormant (18%)

Days since push

caveman
7d
promptmage
628d

Open issues (now)

caveman
392
promptmage
8

Full report

caveman
Trust report
promptmage
Trust report

Choose caveman if…

  • caveman is primarily JavaScript; promptmage is Python.
  • Tags unique to caveman: caveman, tokens, claude-code, anthropic.
  • 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.
GitHubDetails

Choose promptmage if…

  • promptmage is primarily Python; caveman is JavaScript.
  • Tags unique to promptmage: nlp-library, prompt-toolkit, llm, python.
  • Leaner open-issue backlog (8).

When NOT to use promptmage

  • Last GitHub push was 628 days ago (dormant maintenance, Oct 21, 2024). Validate activity before betting a new project on promptmage.
  • LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
  • Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
GitHubDetails

Explore

caveman trust report →promptmage trust report →LLM Frameworks category →Developer Tools 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: caveman 88k · promptmage 115 (synced Jul 11, 2026).

Common questions

What is the difference between caveman and promptmage?
caveman: Reduce token usage with concise 'caveman'-style prompts.. promptmage: simplifies the process of creating and managing LLM workflows.. See the comparison table for live GitHub stats and shared categories.
When should I choose caveman over promptmage?
Choose caveman over promptmage when caveman is primarily JavaScript; promptmage is Python; Tags unique to caveman: caveman, tokens, claude-code, anthropic; When you need to significantly cut down on token usage in AI interactions, up to 65%, without losing essential information content.
When should I choose promptmage over caveman?
Choose promptmage over caveman when promptmage is primarily Python; caveman is JavaScript; Tags unique to promptmage: nlp-library, prompt-toolkit, llm, python; Leaner open-issue backlog (8).
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.
When should I avoid promptmage?
Last GitHub push was 628 days ago (dormant maintenance, Oct 21, 2024). Validate activity before betting a new project on promptmage. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
Is caveman or promptmage more popular on GitHub?
caveman has more GitHub stars (87,950 vs 115). Stars measure visibility, not whether either tool fits your constraints.
Are caveman and promptmage open source?
Yes - both are open-source projects on GitHub (caveman: MIT, promptmage: MIT).
Where can I find alternatives to caveman or promptmage?
GraphCanon lists graph-backed alternatives at caveman alternatives and promptmage alternatives (caveman markdown twin, promptmage 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, caveman or promptmage?
caveman: Active. promptmage: Dormant. 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 caveman and promptmage?
GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: caveman trust report; promptmage trust report.