Comparison
LLM-As-Chatbot vs ai-gateway
Verdict
Pick LLM-As-Chatbot if lLM-As-Chatbot enables integration of instruction-following fine-tuned LLM models into chatbots via Gradio or Discord interfaces, including an internet search feature with the Serper API; 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.
Markdown twin · LLM-As-Chatbot alternatives · ai-gateway alternatives
GraphCanon updated 2w
vs
Trust & integrity
| Signal | LLM-As-Chatbot | ai-gateway |
|---|---|---|
| Maintenance | Dormant (985d since push) As of 3w · github_public_v1 | Very active (2d since push) As of 2w · github_public_v1 |
| Provenance | Not a fork · Personal account As of 3w · github_public_v1 | Not a fork · Organization account As of 2w · github_public_v1 |
| OSV dependency advisories | Published findings 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
- LLM-As-Chatbot
- LLM as a Chatbot Service
- ai-gateway
- Unified AI Gateway for multiple LLMs with caching, guardrails, A/B testing, and cost controls
Stars
- LLM-As-Chatbot
- 3.3k
- ai-gateway
- 219
Forks
- LLM-As-Chatbot
- 375
- ai-gateway
- 33
Open issues
- LLM-As-Chatbot
- 19
- ai-gateway
- 63
Language
- LLM-As-Chatbot
- Python
- ai-gateway
- Go
Adopt for
- LLM-As-Chatbot
- LLM-As-Chatbot enables integration of instruction-following fine-tuned LLM models into chatbots via Gradio or Discord interfaces, including an internet search feature with the Serper API.
- 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.
Persona
- LLM-As-Chatbot
- -
- ai-gateway
- -
Runtime
- LLM-As-Chatbot
- -
- ai-gateway
- -
License
- LLM-As-Chatbot
- Apache-2.0
- ai-gateway
- Apache-2.0 - a permissive free software license
Last pushed
- LLM-As-Chatbot
- Nov 20, 2023
- ai-gateway
- Aug 7, 2026
Categories
- LLM-As-Chatbot
- Developer Tools, Inference & Serving
- ai-gateway
- Inference & Serving, Model Training
Trust and health
Maintenance
- LLM-As-Chatbot
- Dormant (18%)
- ai-gateway
- Very active (96%)
Days since push
- LLM-As-Chatbot
- 985d
- ai-gateway
- 2d
Open issues (now)
- LLM-As-Chatbot
- 19
- ai-gateway
- 63
Owner type
- LLM-As-Chatbot
- User
- ai-gateway
- Organization
Full report
- LLM-As-Chatbot
- Trust report
- ai-gateway
- Trust report
Choose LLM-As-Chatbot if…
- LLM-As-Chatbot is primarily Python; ai-gateway is Go.
- Tags unique to LLM-As-Chatbot: chatbot, discord-bot, gradio, internet search support.
- Also covers Developer Tools.
- When you need to test and deploy a variety of open-source LLMS as chatbots supported by both Gradio applications and Discord bots.
When NOT to use LLM-As-Chatbot
- If your environment only supports Python versions prior to 3.9 or uses a Gradio version below 3.32.0.
- When you do not have access to the Serper API key required for enabling internet search capabilities.
Choose ai-gateway if…
- ai-gateway is primarily Go; LLM-As-Chatbot is Python.
- Tags unique to ai-gateway: ai-gateway, litellm, llm-cost, llm-proxy.
- Also covers Model Training.
- 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
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (deep-diver/LLM-As-Chatbot) · observed Aug 2, 2026
- GitHub forks (deep-diver/LLM-As-Chatbot) · observed Aug 2, 2026
- Last push (deep-diver/LLM-As-Chatbot) · observed Nov 20, 2023
- License file (Apache-2.0) · observed Aug 2, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- 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 on cards: LLM-As-Chatbot 3.3k · ai-gateway 219 (synced Aug 2, 2026).
Common questions
- What is the difference between LLM-As-Chatbot and ai-gateway?
- LLM-As-Chatbot: LLM as a Chatbot Service. ai-gateway: Unified AI Gateway for multiple LLMs with caching, guardrails, A/B testing, and cost controls. See the comparison table for live GitHub stats and shared categories.
- When should I choose LLM-As-Chatbot over ai-gateway?
- Choose LLM-As-Chatbot over ai-gateway when LLM-As-Chatbot is primarily Python; ai-gateway is Go; Tags unique to LLM-As-Chatbot: chatbot, discord-bot, gradio, internet search support; Also covers Developer Tools; When you need to test and deploy a variety of open-source LLMS as chatbots supported by both Gradio applications and Discord bots.
- When should I choose ai-gateway over LLM-As-Chatbot?
- Choose ai-gateway over LLM-As-Chatbot when ai-gateway is primarily Go; LLM-As-Chatbot is Python; Tags unique to ai-gateway: ai-gateway, litellm, llm-cost, llm-proxy; Also covers Model Training; When you need to integrate more than 30 different LLM services including OpenAI and Anthropic.
- When should I avoid LLM-As-Chatbot?
- If your environment only supports Python versions prior to 3.9 or uses a Gradio version below 3.32.0. When you do not have access to the Serper API key required for enabling internet search capabilities.
- 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
- Is LLM-As-Chatbot or ai-gateway more popular on GitHub?
- LLM-As-Chatbot has more GitHub stars (3,319 vs 219). Stars measure visibility, not whether either tool fits your constraints.
- Are LLM-As-Chatbot and ai-gateway open source?
- Yes - both are open-source projects on GitHub (LLM-As-Chatbot: Apache-2.0, ai-gateway: Apache-2.0).
- Where can I find alternatives to LLM-As-Chatbot or ai-gateway?
- GraphCanon lists graph-backed alternatives at LLM-As-Chatbot alternatives and ai-gateway alternatives (LLM-As-Chatbot markdown twin, ai-gateway 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, LLM-As-Chatbot or ai-gateway?
- LLM-As-Chatbot: Dormant. ai-gateway: 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 LLM-As-Chatbot and ai-gateway?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: LLM-As-Chatbot trust report; ai-gateway trust report.