Comparison
glide vs aikit
Verdict
Pick glide if glide is an open-source Gateway tool built with Go for deploying and managing generative AI applications; pick aikit if aikit is a toolkit designed for fine-tuning, building and deploying large language models (LLMs) with an emphasis on open-source technologies.
Markdown twin · glide alternatives · aikit alternatives
GraphCanon updated today
Trust & integrity
| Signal | glide | aikit |
|---|---|---|
| Maintenance | Dormant (719d since push) As of 3w · github_public_v1 | Very active (0d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of 3w · github_public_v1 | Not a fork · Organization account As of today · github_public_v1 |
| OSV dependency advisories | Published findings As of 1mo · osv@v1 | No lockfile (source not queried) As of 1mo · 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
- glide
- A fast, simple model gateway for rapid development of production GenAI apps
- aikit
- Fine-tune, build, and deploy open-source LLMs easily!
Stars
- glide
- 159
- aikit
- 537
Forks
- glide
- 26
- aikit
- 57
Open issues
- glide
- 68
- aikit
- 40
Language
- glide
- Go
- aikit
- Go
Adopt for
- glide
- Glide is an open-source Gateway tool built with Go for deploying and managing generative AI applications.
- aikit
- Aikit is a toolkit designed for fine-tuning, building and deploying large language models (LLMs) with an emphasis on open-source technologies.
Persona
- glide
- -
- aikit
- -
Runtime
- glide
- -
- aikit
- -
License
- glide
- Glide operates under the Apache-2.0 license.
- aikit
- MIT
Last pushed
- glide
- Aug 12, 2024
- aikit
- Aug 24, 2026
Categories
- glide
- Inference & Serving
- aikit
- Inference & Serving, LLM Frameworks, Model Training
Trust and health
Maintenance
- glide
- Dormant (18%)
- aikit
- Very active (96%)
Days since push
- glide
- 719d
- aikit
- 0d
Open issues (now)
- glide
- 68
- aikit
- 40
Stars delta
- glide
- Unknown
- aikit
- +3 (30d)
Open issues delta
- glide
- Unknown
- aikit
- -3 (30d)
OSV dependency advisories
- glide
- Published findings
- aikit
- No lockfile (source not queried)
Full report
- glide
- Trust report
- aikit
- Trust report
Choose glide if…
- License: glide is Apache-2.0, aikit is MIT.
- A self-hosted gateway that requires Docker for setting up and managing environments across different OS images.
- Pricing: Free to use and open-source under the Apache-2.0 license, but additional cost might be incurred based on infrastructure where Glide is deployed..
- Tags unique to glide: gateway-api, genai, generative-ai, llm.
- When you need rapid deployment of GenAI apps using a simple model gateway that supports multiple Docker images including Alpine, Ubuntu, Distroless, and RedHat UBI.
When NOT to use glide
- Avoid if your project's deployment environment is strictly Windows-based as Glide does not natively support Windows OS, requiring manual workaround steps from the demo README file.
- Not suitable when you require a more versatile language choice for development other than Go, since Glide itself is fully developed in this language.
Choose aikit if…
- License: aikit is MIT, glide is Apache-2.0.
- Tags unique to aikit: buildkit, chatgpt, docker, fine-tuning.
- Also covers LLM Frameworks, Model Training.
- aikit ships Docker support for self-hosted deployment.
- - You need a flexible solution specifically built using Go and prefer its concurrency model.
When NOT to use aikit
- - You have a preference or requirement for Python-based tools due to the lack of native support in Aikit.
- - If your deployment setup strictly uses cloud-specific platforms and you do not use Kubernetes or Docker, as Aikit heavily integrates with containerized environments like these.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (EinStack/glide) · observed Aug 2, 2026
- GitHub forks (EinStack/glide) · observed Aug 2, 2026
- Last push (EinStack/glide) · observed Aug 12, 2024
- License file (Apache-2.0) · observed Aug 2, 2026
- Decision facts (enrichment) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (kaito-project/aikit) · observed Aug 24, 2026
- GitHub forks (kaito-project/aikit) · observed Aug 24, 2026
- Last push (kaito-project/aikit) · observed Aug 24, 2026
- License file (MIT) · observed Aug 24, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: glide 159 · aikit 537 (synced Aug 2, 2026).
Common questions
- What is the difference between glide and aikit?
- glide: A fast, simple model gateway for rapid development of production GenAI apps. aikit: Fine-tune, build, and deploy open-source LLMs easily!. See the comparison table for live GitHub stats and shared categories.
- When should I choose glide over aikit?
- Choose glide over aikit when License: glide is Apache-2.0, aikit is MIT; A self-hosted gateway that requires Docker for setting up and managing environments across different OS images; Pricing: Free to use and open-source under the Apache-2.0 license, but additional cost might be incurred based on infrastructure where Glide is deployed.; Tags unique to glide: gateway-api, genai, generative-ai, llm; When you need rapid deployment of GenAI apps using a simple model gateway that supports multiple Docker images including Alpine, Ubuntu, Distroless, and RedHat UBI.
- When should I choose aikit over glide?
- Choose aikit over glide when License: aikit is MIT, glide is Apache-2.0; Tags unique to aikit: buildkit, chatgpt, docker, fine-tuning; Also covers LLM Frameworks, Model Training; aikit ships Docker support for self-hosted deployment; - You need a flexible solution specifically built using Go and prefer its concurrency model.
- When should I avoid glide?
- Avoid if your project's deployment environment is strictly Windows-based as Glide does not natively support Windows OS, requiring manual workaround steps from the demo README file. Not suitable when you require a more versatile language choice for development other than Go, since Glide itself is fully developed in this language.
- When should I avoid aikit?
- - You have a preference or requirement for Python-based tools due to the lack of native support in Aikit. - If your deployment setup strictly uses cloud-specific platforms and you do not use Kubernetes or Docker, as Aikit heavily integrates with containerized environments like these.
- Is glide or aikit more popular on GitHub?
- aikit has more GitHub stars (537 vs 159). Stars measure visibility, not whether either tool fits your constraints.
- Are glide and aikit open source?
- Yes - both are open-source projects on GitHub (glide: Apache-2.0, aikit: MIT).
- Where can I find alternatives to glide or aikit?
- GraphCanon lists graph-backed alternatives at glide alternatives and aikit alternatives (glide markdown twin, aikit 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, glide or aikit?
- glide: Dormant. aikit: 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 glide and aikit?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: glide trust report; aikit trust report.