Comparison
ai-serving vs chatbox
Verdict
Pick ai-serving when ai-serving is primarily Scala; chatbox is TypeScript; pick chatbox when chatbox is primarily TypeScript; ai-serving is Scala.
Markdown twin · ai-serving alternatives · chatbox alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | ai-serving | chatbox |
|---|---|---|
| Maintenance | Slowing (141d since push) As of today · github_public_v1 | Steady (33d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of today · github_public_v1 | Not a fork · Organization account As of today · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of today · osv@v1 | No lockfile (source not queried) As of today · 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 the open standard formats PMML and ONNX with both HTTP (REST API) and gRPC endpoints
- chatbox
- Powerful AI Client
Stars
- ai-serving
- 166
- chatbox
- 41k
Forks
- ai-serving
- 31
- chatbox
- 4.2k
Open issues
- ai-serving
- 3
- chatbox
- 1.2k
Language
- ai-serving
- Scala
- chatbox
- TypeScript
Adopt for
- ai-serving
- -
- chatbox
- -
Persona
- ai-serving
- -
- chatbox
- -
Runtime
- ai-serving
- -
- chatbox
- -
License
- ai-serving
- Apache-2.0
- chatbox
- GPL-3.0
Last pushed
- ai-serving
- Feb 24, 2026
- chatbox
- Jun 12, 2026
Categories
- ai-serving
- Computer Vision, Inference & Serving
- chatbox
- Computer Vision, Developer Tools, Inference & Serving
Trust and health
Maintenance
- ai-serving
- Slowing (36%)
- chatbox
- Steady (60%)
Days since push
- ai-serving
- 141d
- chatbox
- 33d
Open issues (now)
- ai-serving
- 3
- chatbox
- 1.2k
Full report
- ai-serving
- Trust report
- chatbox
- Trust report
Choose ai-serving if…
- ai-serving is primarily Scala; chatbox is TypeScript.
- License: ai-serving is Apache-2.0, chatbox is GPL-3.0.
- Tags unique to ai-serving: ai-serving, inference, inference-server, onnx.
When NOT to use ai-serving
- Last GitHub push was 141 days ago (slowing maintenance, Feb 24, 2026). Validate activity before betting a new project on ai-serving.
- Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic.
Choose chatbox if…
- chatbox is primarily TypeScript; ai-serving is Scala.
- License: chatbox is GPL-3.0, ai-serving is Apache-2.0.
- Tags unique to chatbox: assistant, chatbot, chatgpt, claude.
- Also covers Developer Tools.
- chatbox ships an MCP server manifest.
When NOT to use chatbox
- Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
- Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic.
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 Jul 15, 2026
- GitHub forks (autodeployai/ai-serving) · observed Jul 15, 2026
- Last push (autodeployai/ai-serving) · observed Feb 24, 2026
- License file (Apache-2.0) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
- GitHub stars (chatboxai/chatbox) · observed Jul 15, 2026
- GitHub forks (chatboxai/chatbox) · observed Jul 15, 2026
- Last push (chatboxai/chatbox) · observed Jun 12, 2026
- License file (GPL-3.0) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: ai-serving 166 · chatbox 41k (synced Jul 15, 2026).
Common questions
- What is the difference between ai-serving and chatbox?
- ai-serving: Serving AI/ML models in the open standard formats PMML and ONNX with both HTTP (REST API) and gRPC endpoints. chatbox: Powerful AI Client. See the comparison table for live GitHub stats and shared categories.
- When should I choose ai-serving over chatbox?
- Choose ai-serving over chatbox when ai-serving is primarily Scala; chatbox is TypeScript; License: ai-serving is Apache-2.0, chatbox is GPL-3.0; Tags unique to ai-serving: ai-serving, inference, inference-server, onnx.
- When should I choose chatbox over ai-serving?
- Choose chatbox over ai-serving when chatbox is primarily TypeScript; ai-serving is Scala; License: chatbox is GPL-3.0, ai-serving is Apache-2.0; Tags unique to chatbox: assistant, chatbot, chatgpt, claude; Also covers Developer Tools; chatbox ships an MCP server manifest.
- When should I avoid ai-serving?
- Last GitHub push was 141 days ago (slowing maintenance, Feb 24, 2026). Validate activity before betting a new project on ai-serving. Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic.
- When should I avoid chatbox?
- Developer Tools: A gateway is overkill when you're pinned to a single provider and model. Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic.
- Is ai-serving or chatbox more popular on GitHub?
- chatbox has more GitHub stars (41,011 vs 166). Stars measure visibility, not whether either tool fits your constraints.
- Are ai-serving and chatbox open source?
- Yes - both are open-source projects on GitHub (ai-serving: Apache-2.0, chatbox: GPL-3.0).
- Where can I find alternatives to ai-serving or chatbox?
- GraphCanon lists graph-backed alternatives at ai-serving alternatives and chatbox alternatives (ai-serving markdown twin, chatbox 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 chatbox?
- ai-serving: Slowing. chatbox: Steady. 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 chatbox?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: ai-serving trust report; chatbox trust report.