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 offers a comprehensive infrastructure for deploying and managing production-grade AI apps with GRPC, protobuf, and support for large language models.
Markdown twin · aikit alternatives · gateway alternatives
GraphCanon updated 2w
vs
Trust & integrity
| Signal | aikit | gateway |
|---|---|---|
| Maintenance | Very active (4d since push) As of 4w · github_public_v1 | Dormant (846d since push) As of 2w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 4w · github_public_v1 | Not a fork · Organization account As of 2w · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) 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
- aikit
- Fine-tune, build, and deploy open-source LLMs easily!
- gateway
- Core infrastructure stack for building production-ready AI Applications
Stars
- aikit
- 534
- gateway
- 160
Forks
- aikit
- 57
- gateway
- 17
Open issues
- aikit
- 43
- 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 offers a comprehensive infrastructure for deploying and managing production-grade AI apps with GRPC, protobuf, and support for large language models.
Persona
- aikit
- -
- gateway
- -
Runtime
- aikit
- -
- gateway
- -
License
- aikit
- MIT
- gateway
- Apache-2.0
Last pushed
- aikit
- Jul 20, 2026
- gateway
- Apr 8, 2024
Categories
- aikit
- Inference & Serving, LLM Frameworks, Model Training
- gateway
- Inference & Serving, Model Training
Trust and health
Maintenance
- aikit
- Very active (96%)
- gateway
- Dormant (18%)
Days since push
- aikit
- 4d
- gateway
- 846d
Open issues (now)
- aikit
- 43
- gateway
- 10
Full report
- aikit
- Trust report
- gateway
- Trust report
Choose aikit if…
- License: aikit is MIT, gateway is Apache-2.0.
- Tags unique to aikit: ai, buildkit, chatgpt, docker.
- Also covers LLM Frameworks.
- - 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.
- Tags unique to gateway: ai-gateway, grpc, inference, llmops.
- Use when you need to deploy applications that require low-latency communication like gRPC services.
When NOT to use gateway
- Avoid if the project does not involve production-grade AI application deployment or specific needs of grpc and protobuf technologies.
- Not suitable for teams preferring other programming languages over Go, as this tool is written entirely in Go.
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 Jul 25, 2026
- GitHub forks (kaito-project/aikit) · observed Jul 25, 2026
- Last push (kaito-project/aikit) · observed Jul 20, 2026
- License file (MIT) · observed Jul 25, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (missingstudio/gateway) · observed Aug 2, 2026
- GitHub forks (missingstudio/gateway) · observed Aug 2, 2026
- Last push (missingstudio/gateway) · observed Apr 8, 2024
- License file (Apache-2.0) · observed Aug 2, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: aikit 534 · gateway 160 (synced Jul 25, 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: ai, buildkit, chatgpt, docker; Also covers LLM Frameworks; - 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; Tags unique to gateway: ai-gateway, grpc, inference, llmops; Use when you need to deploy applications that require low-latency communication like gRPC services.
- 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 if the project does not involve production-grade AI application deployment or specific needs of grpc and protobuf technologies. Not suitable for teams preferring other programming languages over Go, as this tool is written entirely in Go.
- Is aikit or gateway more popular on GitHub?
- aikit has more GitHub stars (534 vs 160). 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.