Comparison
ai-serving vs glide
Verdict
Pick ai-serving if ai-Serving is an inference server supporting PMML and ONNX formats via HTTP or gRPC endpoints, easily deployable with Docker; pick glide if glide is an open-source Gateway tool built with Go for deploying and managing generative AI applications.
Markdown twin · ai-serving alternatives · glide alternatives
GraphCanon updated 1w
vs
Trust & integrity
| Signal | ai-serving | glide |
|---|---|---|
| Maintenance | Slowing (171d since push) As of 1w · github_public_v1 | Dormant (719d since push) As of 3w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 1w · github_public_v1 | Not a fork · Organization account As of 3w · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | Published findings 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-serving
- Serving AI/ML models in open standard formats PMML and ONNX with HTTP and gRPC endpoints
- glide
- A fast, simple model gateway for rapid development of production GenAI apps
Stars
- ai-serving
- 166
- glide
- 159
Forks
- ai-serving
- 31
- glide
- 26
Open issues
- ai-serving
- 3
- glide
- 68
Language
- ai-serving
- Scala
- glide
- Go
Adopt for
- ai-serving
- Ai-Serving is an inference server supporting PMML and ONNX formats via HTTP or gRPC endpoints, easily deployable with Docker.
- glide
- Glide is an open-source Gateway tool built with Go for deploying and managing generative AI applications.
Persona
- ai-serving
- -
- glide
- -
Runtime
- ai-serving
- -
- glide
- -
License
- ai-serving
- Apache-2.0
- glide
- Glide operates under the Apache-2.0 license.
Last pushed
- ai-serving
- Feb 24, 2026
- glide
- Aug 12, 2024
Categories
- ai-serving
- Inference & Serving
- glide
- Inference & Serving
Trust and health
Maintenance
- ai-serving
- Slowing (36%)
- glide
- Dormant (18%)
Days since push
- ai-serving
- 171d
- glide
- 719d
Open issues (now)
- ai-serving
- 3
- glide
- 68
Stars delta
- ai-serving
- 0 (30d)
- glide
- Unknown
Open issues delta
- ai-serving
- 0 (30d)
- glide
- Unknown
OSV dependency advisories
- ai-serving
- No lockfile (source not queried)
- glide
- Published findings
Full report
- ai-serving
- Trust report
- glide
- Trust report
Choose ai-serving if…
- ai-serving is primarily Scala; glide is Go.
- Tags unique to ai-serving: ai-serving, grpc, inference-server, onnx.
- When you need to serve models in both PMML and ONNX formats without manual configuration changes between formats.
When NOT to use ai-serving
- Avoid if your team lacks familiarity or willingness to use Scala for deployment through sbt build system for customization needs.
- Not suitable when only one model format, either PMML or ONNX but not both, is needed and a simpler solution would suffice.
- If your project strictly requires a non-Dockerized setup that does not align with using pre-built Docker images.
Choose glide if…
- glide is primarily Go; ai-serving is Scala.
- 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: ai, gateway-api, genai, generative-ai.
- 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.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (autodeployai/ai-serving) · observed Aug 14, 2026
- GitHub forks (autodeployai/ai-serving) · observed Aug 14, 2026
- Last push (autodeployai/ai-serving) · observed Feb 24, 2026
- License file (Apache-2.0) · observed Aug 14, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
- 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 on cards: ai-serving 166 · glide 159 (synced Aug 14, 2026).
Common questions
- What is the difference between ai-serving and glide?
- ai-serving: Serving AI/ML models in open standard formats PMML and ONNX with HTTP and gRPC endpoints. glide: A fast, simple model gateway for rapid development of production GenAI apps. See the comparison table for live GitHub stats and shared categories.
- When should I choose ai-serving over glide?
- Choose ai-serving over glide when ai-serving is primarily Scala; glide is Go; Tags unique to ai-serving: ai-serving, grpc, inference-server, onnx; When you need to serve models in both PMML and ONNX formats without manual configuration changes between formats.
- When should I choose glide over ai-serving?
- Choose glide over ai-serving when glide is primarily Go; ai-serving is Scala; 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: ai, gateway-api, genai, generative-ai; 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 avoid ai-serving?
- Avoid if your team lacks familiarity or willingness to use Scala for deployment through sbt build system for customization needs. Not suitable when only one model format, either PMML or ONNX but not both, is needed and a simpler solution would suffice. If your project strictly requires a non-Dockerized setup that does not align with using pre-built Docker images.
- 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.
- Is ai-serving or glide more popular on GitHub?
- ai-serving has more GitHub stars (166 vs 159). Stars measure visibility, not whether either tool fits your constraints.
- Are ai-serving and glide open source?
- Yes - both are open-source projects on GitHub (ai-serving: Apache-2.0, glide: Apache-2.0).
- Where can I find alternatives to ai-serving or glide?
- GraphCanon lists graph-backed alternatives at ai-serving alternatives and glide alternatives (ai-serving markdown twin, glide 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-serving or glide?
- ai-serving: Slowing. glide: 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 ai-serving and glide?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: ai-serving trust report; glide trust report.