Comparison
aisix vs langchain-serve
Verdict
Pick aisix if aISIX is a Rust-native AI gateway designed for routing and managing traffic to various AI providers; pick langchain-serve if langchain-serve is a tool for deploying Langchain applications in production using Jina and FastAPI, with support for Docker Compose or Kubernetes deployment and secrets management.
Markdown twin · aisix alternatives · langchain-serve alternatives
GraphCanon updated Sep 20, 2026
6views this month
vs
Trust & integrity
| Signal | aisix | langchain-serve |
|---|---|---|
| Maintenance | Very active (0d since push) As of Sep 13, 2026 · github_public_v1 | Archived (1094d since push) As of Sep 18, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 13, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 18, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Jul 15, 2026 · osv@v1 | No published findings from this source as of 2026-09-18 As of Sep 18, 2026 · 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
- aisix
- Open-source AI gateway for LLMs & AI agents
- langchain-serve
- Self-host LLM Apps with Docker Compose or Kubernetes
Stars
- aisix
- 151
- langchain-serve
- 1.6k
Forks
- aisix
- 30
- langchain-serve
- 133
Open issues
- aisix
- 106
- langchain-serve
- 15
Language
- aisix
- Rust
- langchain-serve
- Python
Adopt for
- aisix
- AISIX is a Rust-native AI gateway designed for routing and managing traffic to various AI providers
- langchain-serve
- Langchain-serve is a tool for deploying Langchain applications in production using Jina and FastAPI, with support for Docker Compose or Kubernetes deployment and secrets management.
Persona
- aisix
- -
- langchain-serve
- -
Runtime
- aisix
- -
- langchain-serve
- -
License
- aisix
- AISIX is available under the Apache License, Version 2.0 which allows you to freely use, modify, and distribute it with proper attribution
- langchain-serve
- Apache-2.0
Last pushed
- aisix
- Sep 13, 2026
- langchain-serve
- Sep 20, 2023
Categories
- aisix
- AI Agents, Inference & Serving
- langchain-serve
- Developer Tools, Inference & Serving
Trust and health
Maintenance
- aisix
- Very active (96%)
- langchain-serve
- Archived (8%)
Days since push
- aisix
- 0d
- langchain-serve
- 1094d
Archived on GitHub
- aisix
- No
- langchain-serve
- Yes
Open issues (now)
- aisix
- 106
- langchain-serve
- 15
Stars delta
- aisix
- +59 (30d)
- langchain-serve
- -1 (30d)
Open issues delta
- aisix
- +8 (30d)
- langchain-serve
- 0 (30d)
OSV dependency advisories
- aisix
- No lockfile (source not queried)
- langchain-serve
- No published findings from this source as of 2026-09-18
Full report
- aisix
- Trust report
- langchain-serve
- Trust report
Choose aisix if…
- aisix is primarily Rust; langchain-serve is Python.
- Pricing: The open-source core (AISIX Gateway) can be used for free. For advanced features like team governance, budgets, and audit dashboard access, the AISIX Cloud is available on a managed SaaS model..
- Requirements: Requires etcd running to store configurations; Self-hosted setup requires Docker Compose for local testing with example configuration files.
- Tags unique to aisix: ai-agents, llm-gateway, observability, openai-compatible.
- Also covers AI Agents.
- aisix ships Docker support for self-hosted deployment.
- When you need an OpenAI-compatible API that can route requests to multiple LLM providers like OpenAI, Anthropic, Gemini, and Bedrock
When NOT to use aisix
- If you require a fully managed service with minimal setup and configuration since AISIX requires self-hosting or connecting to AISIX Cloud for management features
- For projects preferring dynamic languages over statically compiled binaries, given that AISIX is built in Rust and ships as one static binary
Choose langchain-serve if…
- langchain-serve is primarily Python; aisix is Rust.
- Pricing: Base credits ensure high availability by maintaining at least one instance running continuously, while serving credits are charged when the application is actively serving requests. Pricing is based, .
- Requirements: Min 1 GB RAM; Requires Docker; Requires Docker Compose or Kubernetes for deployment.; Secrets management is supported via `.env` files..
- Tags unique to langchain-serve: autogpt, autonomous-agents, babyagi, chatbot.
- Also covers Developer Tools.
- When you need to deploy Langchain applications with Jina and FastAPI on your own infrastructure.
When NOT to use langchain-serve
- If you do not require or prefer not to use Jina and FastAPI for your Langchain applications.
- When you do not need or want to manage secrets through a `.env` file during deployment.
- If you are not interested in deploying your applications using Docker Compose or Kubernetes.
- If you are looking for a fully managed cloud service without the need to manage your own infrastructure.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (api7/aisix) · observed Sep 20, 2026
- GitHub forks (api7/aisix) · observed Sep 20, 2026
- Last push (api7/aisix) · observed Sep 13, 2026
- License file (Apache-2.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
- GitHub stars (jina-ai/langchain-serve) · observed Sep 20, 2026
- GitHub forks (jina-ai/langchain-serve) · observed Sep 20, 2026
- Last push (jina-ai/langchain-serve) · observed Sep 20, 2023
- License file (Apache-2.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Sep 18, 2026
- Trust scan (lockfile / OSV) · observed Sep 18, 2026
GitHub stars on cards: aisix 151 · langchain-serve 1.6k (synced Sep 20, 2026).
Common questions
- What is the difference between aisix and langchain-serve?
- aisix: Open-source AI gateway for LLMs & AI agents. langchain-serve: Self-host LLM Apps with Docker Compose or Kubernetes. See the comparison table for live GitHub stats and shared categories.
- When should I choose aisix over langchain-serve?
- Choose aisix over langchain-serve when aisix is primarily Rust; langchain-serve is Python; Pricing: The open-source core (AISIX Gateway) can be used for free. For advanced features like team governance, budgets, and audit dashboard access, the AISIX Cloud is available on a managed SaaS model.; Requirements: Requires etcd running to store configurations; Self-hosted setup requires Docker Compose for local testing with example configuration files; Tags unique to aisix: ai-agents, llm-gateway, observability, openai-compatible; Also covers AI Agents; aisix ships Docker support for self-hosted deployment; When you need an OpenAI-compatible API that can route requests to multiple LLM providers like OpenAI, Anthropic, Gemini, and Bedrock.
- When should I choose langchain-serve over aisix?
- Choose langchain-serve over aisix when langchain-serve is primarily Python; aisix is Rust; Pricing: Base credits ensure high availability by maintaining at least one instance running continuously, while serving credits are charged when the application is actively serving requests. Pricing is based, ; Requirements: Min 1 GB RAM; Requires Docker; Requires Docker Compose or Kubernetes for deployment.; Secrets management is supported via
.envfiles.; Tags unique to langchain-serve: autogpt, autonomous-agents, babyagi, chatbot; Also covers Developer Tools; When you need to deploy Langchain applications with Jina and FastAPI on your own infrastructure. - When should I avoid aisix?
- If you require a fully managed service with minimal setup and configuration since AISIX requires self-hosting or connecting to AISIX Cloud for management features For projects preferring dynamic languages over statically compiled binaries, given that AISIX is built in Rust and ships as one static binary
- When should I avoid langchain-serve?
- If you do not require or prefer not to use Jina and FastAPI for your Langchain applications. When you do not need or want to manage secrets through a
.envfile during deployment. If you are not interested in deploying your applications using Docker Compose or Kubernetes. If you are looking for a fully managed cloud service without the need to manage your own infrastructure. - Is aisix or langchain-serve more popular on GitHub?
- langchain-serve has more GitHub stars (1,639 vs 151). Stars measure visibility, not whether either tool fits your constraints.
- Are aisix and langchain-serve open source?
- Yes - both are open-source projects on GitHub (aisix: Apache-2.0, langchain-serve: Apache-2.0).
- Where can I find alternatives to aisix or langchain-serve?
- GraphCanon lists graph-backed alternatives at aisix alternatives and langchain-serve alternatives (aisix markdown twin, langchain-serve 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, aisix or langchain-serve?
- aisix: Very active. langchain-serve: Archived. 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 aisix and langchain-serve?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: aisix trust report; langchain-serve trust report.