Comparison
ColossalAI vs maid
Verdict
Pick ColossalAI when colossalAI is primarily Python; maid is TypeScript; pick maid when maid is primarily TypeScript; ColossalAI is Python.
Markdown twin · ColossalAI alternatives · maid alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | ColossalAI | maid |
|---|---|---|
| Maintenance | Very active (0d since push) As of 1d · github_public_v1 | Active (8d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of 1d · github_public_v1 | Not a fork · Organization account As of today · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 4d · osv@v1 | No lockfile (source not queried) As of today · 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
- ColossalAI
- Making large AI models cheaper, faster and more accessible
- maid
- Maid is a free and open source application for interfacing with llama.cpp models locally, and with Anthropic, DeepSeek, Ollama, Mistral and OpenAI models remotely.
Stars
- ColossalAI
- 41k
- maid
- 2.6k
Forks
- ColossalAI
- 4.5k
- maid
- 269
Open issues
- ColossalAI
- 499
- maid
- 11
Language
- ColossalAI
- Python
- maid
- TypeScript
Adopt for
- ColossalAI
- ColossalAI is a Python library that leverages advanced parallelism techniques for more efficient and cost-effective development of large-scale AI models.
- maid
- -
Persona
- ColossalAI
- -
- maid
- -
Runtime
- ColossalAI
- -
- maid
- -
License
- ColossalAI
- Apache-2.0
- maid
- MIT
Last pushed
- ColossalAI
- Jul 13, 2026
- maid
- Jul 7, 2026
Categories
- ColossalAI
- Inference & Serving, Model Training
- maid
- Inference & Serving
Trust and health
Maintenance
- ColossalAI
- Very active (96%)
- maid
- Active (82%)
Days since push
- ColossalAI
- 0d
- maid
- 8d
Open issues (now)
- ColossalAI
- 499
- maid
- 11
Full report
- ColossalAI
- Trust report
- maid
- Trust report
Choose ColossalAI if…
- ColossalAI is primarily Python; maid is TypeScript.
- License: ColossalAI is Apache-2.0, maid is MIT.
- Tags unique to ColossalAI: ai, big model, data-parallelism, deep-learning.
- Also covers Model Training.
- You require handling extremely large AI models with massive context windows, such as over 2M tokens.
When NOT to use ColossalAI
- You are working in an environment that does not support Linux OS, as ColossalAI currently offers no support for other operating systems.
- Your current CUDA version is less than 11.0 or your GPU compute capability is below 7.0 (pre-V100/RTX20 series).
- You cannot satisfy the minimum hardware and software requirements specified, such as PyTorch >= 2.2 and Python >= 3.7.
Choose maid if…
- maid is primarily TypeScript; ColossalAI is Python.
- License: maid is MIT, ColossalAI is Apache-2.0.
- Tags unique to maid: android, anthropic, chatbot, chatgpt.
When NOT to use maid
- 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 (hpcaitech/ColossalAI) · observed Jul 14, 2026
- GitHub forks (hpcaitech/ColossalAI) · observed Jul 14, 2026
- Last push (hpcaitech/ColossalAI) · observed Jul 13, 2026
- License file (Apache-2.0) · observed Jul 14, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (Mobile-Artificial-Intelligence/maid) · observed Jul 15, 2026
- GitHub forks (Mobile-Artificial-Intelligence/maid) · observed Jul 15, 2026
- Last push (Mobile-Artificial-Intelligence/maid) · observed Jul 7, 2026
- License file (MIT) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: ColossalAI 41k · maid 2.6k (synced Jul 14, 2026).
Common questions
- What is the difference between ColossalAI and maid?
- ColossalAI: Making large AI models cheaper, faster and more accessible. maid: Maid is a free and open source application for interfacing with llama.cpp models locally, and with Anthropic, DeepSeek, Ollama, Mistral and OpenAI models remotely.. See the comparison table for live GitHub stats and shared categories.
- When should I choose ColossalAI over maid?
- Choose ColossalAI over maid when ColossalAI is primarily Python; maid is TypeScript; License: ColossalAI is Apache-2.0, maid is MIT; Tags unique to ColossalAI: ai, big model, data-parallelism, deep-learning; Also covers Model Training; You require handling extremely large AI models with massive context windows, such as over 2M tokens.
- When should I choose maid over ColossalAI?
- Choose maid over ColossalAI when maid is primarily TypeScript; ColossalAI is Python; License: maid is MIT, ColossalAI is Apache-2.0; Tags unique to maid: android, anthropic, chatbot, chatgpt.
- When should I avoid ColossalAI?
- You are working in an environment that does not support Linux OS, as ColossalAI currently offers no support for other operating systems. Your current CUDA version is less than 11.0 or your GPU compute capability is below 7.0 (pre-V100/RTX20 series). You cannot satisfy the minimum hardware and software requirements specified, such as PyTorch >= 2.2 and Python >= 3.7.
- When should I avoid maid?
- Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic.
- Is ColossalAI or maid more popular on GitHub?
- ColossalAI has more GitHub stars (41,413 vs 2,591). Stars measure visibility, not whether either tool fits your constraints.
- Are ColossalAI and maid open source?
- Yes - both are open-source projects on GitHub (ColossalAI: Apache-2.0, maid: MIT).
- Where can I find alternatives to ColossalAI or maid?
- GraphCanon lists graph-backed alternatives at ColossalAI alternatives and maid alternatives (ColossalAI markdown twin, maid 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, ColossalAI or maid?
- ColossalAI: Very active. maid: 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 ColossalAI and maid?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: ColossalAI trust report; maid trust report.