Home/Compare/awesome-gpt vs prompt-optimizer

Comparison

awesome-gpt vs prompt-optimizer

Verdict

Pick awesome-gpt if awesome-gpt is a curated list of GPT and related resources, serving as a reference for developers exploring or working with large language models and their applications; pick prompt-optimizer if prompt-optimizer is a TypeScript-based tool for enhancing AI prompts to achieve better AI-generated outcomes. It supports deployment via Vercel and Cloudflare, and can be installed as a Chrome.

Markdown twin · awesome-gpt alternatives · prompt-optimizer alternatives

GraphCanon updated Sep 20, 2026

13views this month

awesome-gpt logo

awesome-gpt

formulahendry/awesome-gpt

★ 1.0kpushed May 29, 2024
vs
prompt-optimizer logo

prompt-optimizer

linshenkx/prompt-optimizer

★ 35kpushed Sep 11, 2026

Trust & integrity

Signalawesome-gptprompt-optimizer
Maintenance
Dormant (830d since push)
As of Sep 6, 2026 · github_public_v1
Active (7d since push)
As of Sep 18, 2026 · github_public_v1
Provenance
Not a fork · Personal account
As of Sep 6, 2026 · github_public_v1
Not a fork · Personal account
As of Sep 18, 2026 · github_public_v1
OSV dependency advisories
No lockfile (source not queried)
As of Jul 11, 2026 · osv@v1
No lockfile (source not queried)
As of Sep 18, 2026 · osv@v1
deps.dev advisories
Not queried
deps.dev@v1
Not queried
deps.dev@v1
OpenSSF Scorecard
Not queried
openssf-scorecard@v1
Not queried
openssf-scorecard@v1

Tagline

awesome-gpt
Curated list of GPT and related resources
prompt-optimizer
An AI prompt optimizer for writing better prompts and getting better AI results.

Stars

awesome-gpt
1.0k
prompt-optimizer
35k

Forks

awesome-gpt
77
prompt-optimizer
4.1k

Open issues

awesome-gpt
29
prompt-optimizer
8

Language

awesome-gpt
-
prompt-optimizer
TypeScript

Adopt for

awesome-gpt
awesome-gpt is a curated list of GPT and related resources, serving as a reference for developers exploring or working with large language models and their applications.
prompt-optimizer
prompt-optimizer is a TypeScript-based tool for enhancing AI prompts to achieve better AI-generated outcomes. It supports deployment via Vercel and Cloudflare, and can be installed as a Chrome extension.

Persona

awesome-gpt
-
prompt-optimizer
-

Runtime

awesome-gpt
-
prompt-optimizer
-

License

awesome-gpt
-
prompt-optimizer
Licensed under AGPL-3.0, allowing free use, modification, and commercialization, but requiring the sharing of source code if the software is distributed or offered as a network service.

Last pushed

awesome-gpt
May 29, 2024
prompt-optimizer
Sep 11, 2026

Categories

awesome-gpt
Developer Tools, LLM Frameworks
prompt-optimizer
Developer Tools, LLM Frameworks

Trust and health

Maintenance

awesome-gpt
Dormant (18%)
prompt-optimizer
Active (82%)

Days since push

awesome-gpt
830d
prompt-optimizer
7d

Open issues (now)

awesome-gpt
29
prompt-optimizer
8

Stars delta

awesome-gpt
+1 (30d)
prompt-optimizer
+1.8k (30d)

Open issues delta

awesome-gpt
+2 (30d)
prompt-optimizer
+1 (30d)

Full report

awesome-gpt
Trust report
prompt-optimizer
Trust report

Choose awesome-gpt if…

  • Pricing: Information about pricing is unavailable and likely does not apply as this is a curated list rather than a software service with licensing costs..
  • Requirements: Since awesome-gpt is an informational repository, it itself does not have RAM requirements or Docker needs. However, users might require internet access to view.
  • Tags unique to awesome-gpt: chatgpt, gpt, openai.
  • Use awesome-gpt if you are looking for a comprehensive collection of links and resources specifically focused on GPT, ChatGPT, OpenAI products, and other large-scale AI tools.

When NOT to use awesome-gpt

  • Avoid using awesome-gpt if you need detailed tutorials or in-depth technical documentation, as it primarily functions as an index of resources rather than an educational material provider.
  • Do not rely on awesome-gpt for real-time updates or specific usage statistics, tool availability, or pricing plans since the repository relies heavily on links external to its curation.

Choose prompt-optimizer if…

  • Pricing: Free to use and modify, but commercial use requires sharing the source code..
  • Requirements: Min 1 GB RAM; Requires Docker; Requires setting up environment variables for access control and optional API keys.; Supports deployment via Vercel and Cloudflare, and can be installed as a Chrome extension..
  • Tags unique to prompt-optimizer: ai-prompts, ai-tools, prompt-engineering, prompt-optimization.
  • prompt-optimizer ships Docker support for self-hosted deployment.
  • When you need to improve the quality of AI-generated content by refining your prompts, especially if you are working with TypeScript and prefer deployment options like Vercel or Cloudflare.

When NOT to use prompt-optimizer

  • If you are looking for a tool that does not require setting up environment variables for access control or API keys, as prompt-optimizer mandates configuring `ACCESS_PASSWORD` and optionally `VITE_*`.
  • When you need a tool that is not licensed under AGPL-3.0, which requires sharing source code if you offer network services or distribute software.

Explore

Sources

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

GitHub stars on cards: awesome-gpt 1.0k · prompt-optimizer 35k (synced Sep 20, 2026).

Common questions

What is the difference between awesome-gpt and prompt-optimizer?
awesome-gpt: Curated list of GPT and related resources. prompt-optimizer: An AI prompt optimizer for writing better prompts and getting better AI results.. See the comparison table for live GitHub stats and shared categories.
When should I choose awesome-gpt over prompt-optimizer?
Choose awesome-gpt over prompt-optimizer when Pricing: Information about pricing is unavailable and likely does not apply as this is a curated list rather than a software service with licensing costs.; Requirements: Since awesome-gpt is an informational repository, it itself does not have RAM requirements or Docker needs. However, users might require internet access to view; Tags unique to awesome-gpt: chatgpt, gpt, openai; Use awesome-gpt if you are looking for a comprehensive collection of links and resources specifically focused on GPT, ChatGPT, OpenAI products, and other large-scale AI tools.
When should I choose prompt-optimizer over awesome-gpt?
Choose prompt-optimizer over awesome-gpt when Pricing: Free to use and modify, but commercial use requires sharing the source code.; Requirements: Min 1 GB RAM; Requires Docker; Requires setting up environment variables for access control and optional API keys.; Supports deployment via Vercel and Cloudflare, and can be installed as a Chrome extension.; Tags unique to prompt-optimizer: ai-prompts, ai-tools, prompt-engineering, prompt-optimization; prompt-optimizer ships Docker support for self-hosted deployment; When you need to improve the quality of AI-generated content by refining your prompts, especially if you are working with TypeScript and prefer deployment options like Vercel or Cloudflare.
When should I avoid awesome-gpt?
Avoid using awesome-gpt if you need detailed tutorials or in-depth technical documentation, as it primarily functions as an index of resources rather than an educational material provider. Do not rely on awesome-gpt for real-time updates or specific usage statistics, tool availability, or pricing plans since the repository relies heavily on links external to its curation.
When should I avoid prompt-optimizer?
If you are looking for a tool that does not require setting up environment variables for access control or API keys, as prompt-optimizer mandates configuring ACCESS_PASSWORD and optionally VITE_*. When you need a tool that is not licensed under AGPL-3.0, which requires sharing source code if you offer network services or distribute software.
Is awesome-gpt or prompt-optimizer more popular on GitHub?
prompt-optimizer has more GitHub stars (34,977 vs 1,044). Stars measure visibility, not whether either tool fits your constraints.
Are awesome-gpt and prompt-optimizer open source?
Yes - both are open-source projects on GitHub.
Where can I find alternatives to awesome-gpt or prompt-optimizer?
GraphCanon lists graph-backed alternatives at awesome-gpt alternatives and prompt-optimizer alternatives (awesome-gpt markdown twin, prompt-optimizer 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, awesome-gpt or prompt-optimizer?
awesome-gpt: Dormant. prompt-optimizer: 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 awesome-gpt and prompt-optimizer?
GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: awesome-gpt trust report; prompt-optimizer trust report.

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