Comparison
ai-serving vs deepstream-services-library
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 deepstream-services-library if a library of on-demand DeepStream Pipeline services for Python and C++, supporting computer vision tasks such as object detection through integration with the NVIDIA DeepStream SDK.
Markdown twin · ai-serving alternatives · deepstream-services-library alternatives
GraphCanon updated 6d
vs
Trust & integrity
| Signal | ai-serving | deepstream-services-library |
|---|---|---|
| Maintenance | Slowing (171d since push) As of 6d · github_public_v1 | Dormant (501d since push) As of 2w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 6d · 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
- ai-serving
- Serving AI/ML models in open standard formats PMML and ONNX with HTTP and gRPC endpoints
- deepstream-services-library
- Library of on-demand DeepStream Pipeline Services for AI-based video analytics
Stars
- ai-serving
- 166
- deepstream-services-library
- 347
Forks
- ai-serving
- 31
- deepstream-services-library
- 69
Open issues
- ai-serving
- 3
- deepstream-services-library
- 65
Language
- ai-serving
- Scala
- deepstream-services-library
- C++
Adopt for
- ai-serving
- Ai-Serving is an inference server supporting PMML and ONNX formats via HTTP or gRPC endpoints, easily deployable with Docker.
- deepstream-services-library
- A library of on-demand DeepStream Pipeline services for Python and C++, supporting computer vision tasks such as object detection through integration with the NVIDIA DeepStream SDK.
Persona
- ai-serving
- -
- deepstream-services-library
- -
Runtime
- ai-serving
- -
- deepstream-services-library
- -
License
- ai-serving
- Apache-2.0
- deepstream-services-library
- MIT
Last pushed
- ai-serving
- Feb 24, 2026
- deepstream-services-library
- Mar 17, 2025
Categories
- ai-serving
- Inference & Serving
- deepstream-services-library
- Computer Vision, Inference & Serving
Trust and health
Maintenance
- ai-serving
- Slowing (36%)
- deepstream-services-library
- Dormant (18%)
Days since push
- ai-serving
- 171d
- deepstream-services-library
- 501d
Open issues (now)
- ai-serving
- 3
- deepstream-services-library
- 65
Stars delta
- ai-serving
- 0 (30d)
- deepstream-services-library
- Unknown
Open issues delta
- ai-serving
- 0 (30d)
- deepstream-services-library
- Unknown
Full report
- ai-serving
- Trust report
- deepstream-services-library
- Trust report
Choose ai-serving if…
- ai-serving is primarily Scala; deepstream-services-library is C++.
- License: ai-serving is Apache-2.0, deepstream-services-library is MIT.
- 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 deepstream-services-library if…
- deepstream-services-library is primarily C++; ai-serving is Scala.
- License: deepstream-services-library is MIT, ai-serving is Apache-2.0.
- Tags unique to deepstream-services-library: c++, gstreamer, nvidia deepstream sdk, object-detection.
- Also covers Computer Vision.
- When developing AI-based video analytics applications that require integration with NVIDIA's GPU-accelerated tools.
When NOT to use deepstream-services-library
- When the primary development environment is not Linux-based, as DeepStream Services Library has NVIDIA-specific dependencies.
- For applications needing real-time analytics on platforms that do not support NVIDIA GPUs.
- If the project does not require object detection or segmentation visualization features for video streams and focuses more on other aspects of computer vision.
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 (prominenceai/deepstream-services-library) · observed Aug 1, 2026
- GitHub forks (prominenceai/deepstream-services-library) · observed Aug 1, 2026
- Last push (prominenceai/deepstream-services-library) · observed Mar 17, 2025
- License file (MIT) · observed Aug 1, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: ai-serving 166 · deepstream-services-library 347 (synced Aug 14, 2026).
Common questions
- What is the difference between ai-serving and deepstream-services-library?
- ai-serving: Serving AI/ML models in open standard formats PMML and ONNX with HTTP and gRPC endpoints. deepstream-services-library: Library of on-demand DeepStream Pipeline Services for AI-based video analytics. See the comparison table for live GitHub stats and shared categories.
- When should I choose ai-serving over deepstream-services-library?
- Choose ai-serving over deepstream-services-library when ai-serving is primarily Scala; deepstream-services-library is C++; License: ai-serving is Apache-2.0, deepstream-services-library is MIT; 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 deepstream-services-library over ai-serving?
- Choose deepstream-services-library over ai-serving when deepstream-services-library is primarily C++; ai-serving is Scala; License: deepstream-services-library is MIT, ai-serving is Apache-2.0; Tags unique to deepstream-services-library: c++, gstreamer, nvidia deepstream sdk, object-detection; Also covers Computer Vision; When developing AI-based video analytics applications that require integration with NVIDIA's GPU-accelerated tools.
- 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 deepstream-services-library?
- When the primary development environment is not Linux-based, as DeepStream Services Library has NVIDIA-specific dependencies. For applications needing real-time analytics on platforms that do not support NVIDIA GPUs. If the project does not require object detection or segmentation visualization features for video streams and focuses more on other aspects of computer vision.
- Is ai-serving or deepstream-services-library more popular on GitHub?
- deepstream-services-library has more GitHub stars (347 vs 166). Stars measure visibility, not whether either tool fits your constraints.
- Are ai-serving and deepstream-services-library open source?
- Yes - both are open-source projects on GitHub (ai-serving: Apache-2.0, deepstream-services-library: MIT).
- Where can I find alternatives to ai-serving or deepstream-services-library?
- GraphCanon lists graph-backed alternatives at ai-serving alternatives and deepstream-services-library alternatives (ai-serving markdown twin, deepstream-services-library 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 deepstream-services-library?
- ai-serving: Slowing. deepstream-services-library: 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 deepstream-services-library?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: ai-serving trust report; deepstream-services-library trust report.