Comparison
prompttools vs moby
Verdict
Pick prompttools when prompttools is primarily Python; moby is Go; pick moby when moby is primarily Go; prompttools is Python.
Markdown twin · prompttools alternatives · moby alternatives
GraphCanon updated today
Trust & integrity
| Signal | prompttools | moby |
|---|---|---|
| Maintenance | Slowing (150d since push) As of today · github_public_v1 | Very active (1d 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) | 2 low (2 low) As of today · osv@v1 | No criticals As of today · osv@v1 |
Tagline
- prompttools
- Open-source tools for prompt testing and experimentation
- moby
- The Moby Project - a collaborative project for the container ecosystem to assemble container-based systems
Stars
- prompttools
- 3.0k
- moby
- 72k
Forks
- prompttools
- 255
- moby
- 19k
Open issues
- prompttools
- 41
- moby
- 3.8k
Language
- prompttools
- Python
- moby
- Go
Adopt for
- prompttools
- Prompttools aims to support developers in the testing and experimentation of prompts for language models as well as integrating vector databases through Python utilities.
- moby
- -
Persona
- prompttools
- -
- moby
- -
Runtime
- prompttools
- -
- moby
- -
License
- prompttools
- Apache-2.0
- moby
- Apache-2.0
Last pushed
- prompttools
- Feb 11, 2026
- moby
- Jul 10, 2026
Categories
- prompttools
- LLM Frameworks, Vector Databases, Developer Tools
- moby
- LLM Frameworks, Developer Tools, Inference & Serving
Trust and health
Maintenance
- prompttools
- Slowing (36%)
- moby
- Very active (96%)
Days since push
- prompttools
- 150d
- moby
- 1d
Open issues (now)
- prompttools
- 41
- moby
- 3.8k
Security scan
- prompttools
- 2 low (2 low)
- moby
- No criticals
Full report
- prompttools
- Trust report
- moby
- Trust report
Choose prompttools if…
- prompttools is primarily Python; moby is Go.
- Pricing: PromptsTools is open-source under the Apache-2.0 license, making it free to use but with no official support available..
- Tags unique to prompttools: llms, embeddings, deep-learning, machine-learning.
- Also covers Vector Databases.
- Prompttools aims to support developers in the testing and experimentation of prompts for language models as well as integrating vector databases through Python utilities.
When NOT to use prompttools
- Last GitHub push was 151 days ago (slowing maintenance, Feb 11, 2026). Validate activity before betting a new project on prompttools.
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate.
- Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
Choose moby if…
- moby is primarily Go; prompttools is Python.
- Tags unique to moby: go, docker, golang, containers.
- Also covers Inference & Serving.
- moby ships Docker support for self-hosted deployment.
When NOT to use moby
- 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.
- Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (hegelai/prompttools) · observed Jul 11, 2026
- GitHub forks (hegelai/prompttools) · observed Jul 11, 2026
- Last push (hegelai/prompttools) · observed Feb 11, 2026
- License file (Apache-2.0) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (moby/moby) · observed Jul 11, 2026
- GitHub forks (moby/moby) · observed Jul 11, 2026
- Last push (moby/moby) · observed Jul 10, 2026
- License file (Apache-2.0) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: prompttools 3.0k · moby 72k (synced Jul 11, 2026).
Common questions
- What is the difference between prompttools and moby?
- prompttools: Open-source tools for prompt testing and experimentation. moby: The Moby Project - a collaborative project for the container ecosystem to assemble container-based systems. See the comparison table for live GitHub stats and shared categories.
- When should I choose prompttools over moby?
- Choose prompttools over moby when prompttools is primarily Python; moby is Go; Pricing: PromptsTools is open-source under the Apache-2.0 license, making it free to use but with no official support available.; Tags unique to prompttools: llms, embeddings, deep-learning, machine-learning; Also covers Vector Databases; Prompttools aims to support developers in the testing and experimentation of prompts for language models as well as integrating vector databases through Python utilities.
- When should I choose moby over prompttools?
- Choose moby over prompttools when moby is primarily Go; prompttools is Python; Tags unique to moby: go, docker, golang, containers; Also covers Inference & Serving; moby ships Docker support for self-hosted deployment.
- When should I avoid prompttools?
- Last GitHub push was 151 days ago (slowing maintenance, Feb 11, 2026). Validate activity before betting a new project on prompttools. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate. Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
- When should I avoid moby?
- 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. Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic.
- Is prompttools or moby more popular on GitHub?
- moby has more GitHub stars (71,899 vs 3,041). Stars measure visibility, not whether either tool fits your constraints.
- Are prompttools and moby open source?
- Yes - both are open-source projects on GitHub (prompttools: Apache-2.0, moby: Apache-2.0).
- Where can I find alternatives to prompttools or moby?
- GraphCanon lists graph-backed alternatives at prompttools alternatives and moby alternatives (prompttools markdown twin, moby 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, prompttools or moby?
- prompttools: Slowing. moby: 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 prompttools and moby?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: prompttools trust report; moby trust report.