Comparison
aikit vs gateway
Verdict
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; pick gateway if aI Gateway is a core infrastructure stack for deploying production-ready AI applications, supporting multiple operating systems and offering Docker images for easy deployment.
Markdown twin · aikit alternatives · gateway alternatives
GraphCanon updated Sep 20, 2026
11views this month
Trust & integrity
| Signal | aikit | gateway |
|---|---|---|
| Maintenance | Very active (0d since push) As of Sep 19, 2026 · github_public_v1 | Dormant (893d since push) As of Sep 18, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 19, 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
- aikit
- Fine-tune, build, and deploy open-source LLMs easily!
- gateway
- Core infrastructure stack for building production-ready AI Applications
Stars
- aikit
- 539
- gateway
- 161
Forks
- aikit
- 57
- gateway
- 16
Open issues
- aikit
- 37
- gateway
- 10
Language
- aikit
- Go
- gateway
- Go
Adopt for
- aikit
- Aikit is a toolkit designed for fine-tuning, building and deploying large language models (LLMs) with an emphasis on open-source technologies.
- gateway
- AI Gateway is a core infrastructure stack for deploying production-ready AI applications, supporting multiple operating systems and offering Docker images for easy deployment.
Persona
- aikit
- -
- gateway
- -
Runtime
- aikit
- -
- gateway
- -
License
- aikit
- MIT
- gateway
- AI Gateway is licensed under Apache-2.0, allowing for broad usage and modification.
Last pushed
- aikit
- Sep 18, 2026
- gateway
- Apr 8, 2024
Categories
- aikit
- Inference & Serving, LLM Frameworks, Model Training
- gateway
- Inference & Serving
Trust and health
Maintenance
- aikit
- Very active (96%)
- gateway
- Dormant (18%)
Days since push
- aikit
- 0d
- gateway
- 893d
Open issues (now)
- aikit
- 37
- gateway
- 10
Stars delta
- aikit
- +5 (30d)
- gateway
- +1 (30d)
Open issues delta
- aikit
- -6 (30d)
- gateway
- 0 (30d)
Owner type
- aikit
- Organization
- gateway
- User
Full report
- aikit
- Trust report
- gateway
- Trust report
Choose aikit if…
- License: aikit is MIT, gateway is Apache-2.0.
- Tags unique to aikit: buildkit, chatgpt, docker, fine-tuning.
- Also covers LLM Frameworks, Model Training.
- - 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.
Choose gateway if…
- License: gateway is Apache-2.0, aikit is MIT.
- Pricing: The tool is free to use under the Apache-2.0 license, with no explicit premium features mentioned..
- Requirements: Min 2 GB RAM; Requires Docker; Docker is required for deployment, and the tool supports a wide range of operating systems..
- Tags unique to gateway: aistudio, api, gateway, generative-ai.
- Use AI Gateway when you need to deploy production-ready AI applications across various operating systems, as it supports macOS, Windows, Linux, OpenBSD, and FreeBSD.
When NOT to use gateway
- Avoid AI Gateway if you require a tool that is actively maintained, as the repository indicates the tool is deprecated.
- Do not use AI Gateway if you need a solution that supports real-time updates or the latest features, since the deprecation status suggests limited ongoing development and support.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (kaito-project/aikit) · observed Sep 20, 2026
- GitHub forks (kaito-project/aikit) · observed Sep 20, 2026
- Last push (kaito-project/aikit) · observed Sep 18, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (pyadav/gateway) · observed Sep 20, 2026
- GitHub forks (pyadav/gateway) · observed Sep 20, 2026
- Last push (pyadav/gateway) · observed Apr 8, 2024
- License file (Apache-2.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Sep 18, 2026
- Trust scan (lockfile / OSV) · observed Sep 18, 2026
GitHub stars on cards: aikit 539 · gateway 161 (synced Sep 20, 2026).
Common questions
- What is the difference between aikit and gateway?
- aikit: Fine-tune, build, and deploy open-source LLMs easily!. gateway: Core infrastructure stack for building production-ready AI Applications. See the comparison table for live GitHub stats and shared categories.
- When should I choose aikit over gateway?
- Choose aikit over gateway when License: aikit is MIT, gateway is Apache-2.0; Tags unique to aikit: buildkit, chatgpt, docker, fine-tuning; Also covers LLM Frameworks, Model Training; - You need a flexible solution specifically built using Go and prefer its concurrency model.
- When should I choose gateway over aikit?
- Choose gateway over aikit when License: gateway is Apache-2.0, aikit is MIT; Pricing: The tool is free to use under the Apache-2.0 license, with no explicit premium features mentioned.; Requirements: Min 2 GB RAM; Requires Docker; Docker is required for deployment, and the tool supports a wide range of operating systems.; Tags unique to gateway: aistudio, api, gateway, generative-ai; Use AI Gateway when you need to deploy production-ready AI applications across various operating systems, as it supports macOS, Windows, Linux, OpenBSD, and FreeBSD.
- 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.
- When should I avoid gateway?
- Avoid AI Gateway if you require a tool that is actively maintained, as the repository indicates the tool is deprecated. Do not use AI Gateway if you need a solution that supports real-time updates or the latest features, since the deprecation status suggests limited ongoing development and support.
- Is aikit or gateway more popular on GitHub?
- aikit has more GitHub stars (539 vs 161). Stars measure visibility, not whether either tool fits your constraints.
- Are aikit and gateway open source?
- Yes - both are open-source projects on GitHub (aikit: MIT, gateway: Apache-2.0).
- Where can I find alternatives to aikit or gateway?
- GraphCanon lists graph-backed alternatives at aikit alternatives and gateway alternatives (aikit markdown twin, gateway 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, aikit or gateway?
- aikit: Very active. gateway: 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 aikit and gateway?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: aikit trust report; gateway trust report.