Comparison
ai-gateway vs skypilot
Verdict
Pick ai-gateway if ai-gateway from Ferro Labs supports over 30 LLMs with integrated caching, guardrails, A/B testing, and cost controls, making it ideal for managing multiple language models in a production environment; pick skypilot if skyPilot is a Python-based platform for managing AI workloads across diverse cloud and on-premises environments. It supports deep learning tasks such as distributed training, hyperparameter.
Markdown twin · ai-gateway alternatives · skypilot alternatives
GraphCanon updated 1w
vs
Trust & integrity
| Signal | ai-gateway | skypilot |
|---|---|---|
| Maintenance | Very active (2d since push) As of 1w · github_public_v1 | Very active (0d since push) As of 2w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 1w · github_public_v1 | Not a fork · Organization account As of 2w · 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
- ai-gateway
- Unified AI Gateway for multiple LLMs with caching, guardrails, A/B testing, and cost controls
- skypilot
- Run, manage, and scale AI workloads on any AI infrastructure.
Stars
- ai-gateway
- 219
- skypilot
- 10k
Forks
- ai-gateway
- 33
- skypilot
- 1.2k
Open issues
- ai-gateway
- 63
- skypilot
- 344
Language
- ai-gateway
- Go
- skypilot
- Python
Adopt for
- ai-gateway
- ai-gateway from Ferro Labs supports over 30 LLMs with integrated caching, guardrails, A/B testing, and cost controls, making it ideal for managing multiple language models in a production environment.
- skypilot
- SkyPilot is a Python-based platform for managing AI workloads across diverse cloud and on-premises environments. It supports deep learning tasks such as distributed training, hyperparameter tuning, and model serving.
Persona
- ai-gateway
- -
- skypilot
- -
Runtime
- ai-gateway
- -
- skypilot
- -
License
- ai-gateway
- Apache-2.0 - a permissive free software license
- skypilot
- Apache-2.0
Last pushed
- ai-gateway
- Aug 7, 2026
- skypilot
- Aug 7, 2026
Categories
- ai-gateway
- Inference & Serving, Model Training
- skypilot
- Developer Tools, Inference & Serving, Model Training
Trust and health
Days since push
- ai-gateway
- 2d
- skypilot
- 0d
Open issues (now)
- ai-gateway
- 63
- skypilot
- 344
OSV dependency advisories
- ai-gateway
- Published findings
- skypilot
- No lockfile (source not queried)
Full report
- ai-gateway
- Trust report
- skypilot
- Trust report
Choose ai-gateway if…
- ai-gateway is primarily Go; skypilot is Python.
- Tags unique to ai-gateway: ai-gateway, litellm, llm-cost, llm-proxy.
- When you need to integrate more than 30 different LLM services including OpenAI and Anthropic
When NOT to use ai-gateway
- If your project only involves one or two LLMs which does not necessitate the gateway's broad compatibility features
- For small-scale projects that do not require comprehensive cost analysis tools
- When custom integration for specific guardrails is required, as ai-gateway offers generalized settings
Choose skypilot if…
- skypilot is primarily Python; ai-gateway is Go.
- Pricing: SkyPilot operates under an open-source license (Apache-2.0) with core features available freely, while advanced optimizations and integrations may drive usage towards higher costs based on underlying云.
- Tags unique to skypilot: cloud-computing, cloud-management, cost-optimization, deep-learning.
- Also covers Developer Tools.
- skypilot ships Docker support for self-hosted deployment.
- When you need to manage multiple cloud resources including Kubernetes clusters, Slurm, and over 20 different clouds along with on-premise servers.
When NOT to use skypilot
- Avoid SkyPilot if you are working exclusively on a single cloud platform without a need for multi-cloud resource management or optimization.
- Not recommended if your primary requirement is a specialized training algorithm that lacks support within the Python environment or the limitations of existing SkyPilot capabilities.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (ferro-labs/ai-gateway) · observed Aug 9, 2026
- GitHub forks (ferro-labs/ai-gateway) · observed Aug 9, 2026
- Last push (ferro-labs/ai-gateway) · observed Aug 7, 2026
- License file (Apache-2.0) · observed Aug 9, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
- GitHub stars (skypilot-org/skypilot) · observed Aug 7, 2026
- GitHub forks (skypilot-org/skypilot) · observed Aug 7, 2026
- Last push (skypilot-org/skypilot) · observed Aug 7, 2026
- License file (Apache-2.0) · observed Aug 7, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: ai-gateway 219 · skypilot 10k (synced Aug 9, 2026).
Common questions
- What is the difference between ai-gateway and skypilot?
- ai-gateway: Unified AI Gateway for multiple LLMs with caching, guardrails, A/B testing, and cost controls. skypilot: Run, manage, and scale AI workloads on any AI infrastructure.. See the comparison table for live GitHub stats and shared categories.
- When should I choose ai-gateway over skypilot?
- Choose ai-gateway over skypilot when ai-gateway is primarily Go; skypilot is Python; Tags unique to ai-gateway: ai-gateway, litellm, llm-cost, llm-proxy; When you need to integrate more than 30 different LLM services including OpenAI and Anthropic.
- When should I choose skypilot over ai-gateway?
- Choose skypilot over ai-gateway when skypilot is primarily Python; ai-gateway is Go; Pricing: SkyPilot operates under an open-source license (Apache-2.0) with core features available freely, while advanced optimizations and integrations may drive usage towards higher costs based on underlying云; Tags unique to skypilot: cloud-computing, cloud-management, cost-optimization, deep-learning; Also covers Developer Tools; skypilot ships Docker support for self-hosted deployment; When you need to manage multiple cloud resources including Kubernetes clusters, Slurm, and over 20 different clouds along with on-premise servers.
- When should I avoid ai-gateway?
- If your project only involves one or two LLMs which does not necessitate the gateway's broad compatibility features For small-scale projects that do not require comprehensive cost analysis tools When custom integration for specific guardrails is required, as ai-gateway offers generalized settings
- When should I avoid skypilot?
- Avoid SkyPilot if you are working exclusively on a single cloud platform without a need for multi-cloud resource management or optimization. Not recommended if your primary requirement is a specialized training algorithm that lacks support within the Python environment or the limitations of existing SkyPilot capabilities.
- Is ai-gateway or skypilot more popular on GitHub?
- skypilot has more GitHub stars (10,456 vs 219). Stars measure visibility, not whether either tool fits your constraints.
- Are ai-gateway and skypilot open source?
- Yes - both are open-source projects on GitHub (ai-gateway: Apache-2.0, skypilot: Apache-2.0).
- Where can I find alternatives to ai-gateway or skypilot?
- GraphCanon lists graph-backed alternatives at ai-gateway alternatives and skypilot alternatives (ai-gateway markdown twin, skypilot 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, ai-gateway or skypilot?
- ai-gateway: Very active. skypilot: 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 ai-gateway and skypilot?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: ai-gateway trust report; skypilot trust report.