Comparison
maxtext vs ai-gateway
Verdict
Pick maxtext if maxText is a performant large language model built on the JAX framework, focusing on fine-tuning and scaling options for various architectures like GPT series, LLaMA family, Mistral, Mixtral; 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.
Markdown twin · maxtext alternatives · ai-gateway alternatives
GraphCanon updated Sep 20, 2026
12views this month
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Trust & integrity
| Signal | maxtext | ai-gateway |
|---|---|---|
| Maintenance | Very active (0d since push) As of Sep 7, 2026 · github_public_v1 | Very active (2d since push) As of Sep 12, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 7, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 12, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Jul 11, 2026 · osv@v1 | Published findings As of Jul 15, 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
- maxtext
- A simple, performant, and scalable Jax LLM
- ai-gateway
- Unified AI Gateway for multiple LLMs with caching, guardrails, A/B testing, and cost controls
Stars
- maxtext
- 2.4k
- ai-gateway
- 256
Forks
- maxtext
- 603
- ai-gateway
- 35
Open issues
- maxtext
- 340
- ai-gateway
- 68
Language
- maxtext
- Python
- ai-gateway
- Go
Adopt for
- maxtext
- MaxText is a performant large language model built on the JAX framework, focusing on fine-tuning and scaling options for various architectures like GPT series, LLaMA family, Mistral, Mixtral.
- 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
- maxtext
- -
- ai-gateway
- -
Runtime
- maxtext
- -
- ai-gateway
- -
License
- maxtext
- MaxText is available under the Apache License 2.0, allowing for free use and modification, subject to appropriate attribution
- ai-gateway
- Apache-2.0 - a permissive free software license
Last pushed
- maxtext
- Sep 6, 2026
- ai-gateway
- Sep 10, 2026
Categories
- maxtext
- LLM Frameworks, Model Training
- ai-gateway
- Inference & Serving, Model Training
Trust and health
Days since push
- maxtext
- 0d
- ai-gateway
- 2d
Open issues (now)
- maxtext
- 340
- ai-gateway
- 68
Stars delta
- maxtext
- +32 (30d)
- ai-gateway
- +37 (30d)
Open issues delta
- maxtext
- +54 (30d)
- ai-gateway
- +5 (30d)
OSV dependency advisories
- maxtext
- No lockfile (source not queried)
- ai-gateway
- Published findings
Full report
- maxtext
- Trust report
- ai-gateway
- Trust report
Choose maxtext if…
- maxtext is primarily Python; ai-gateway is Go.
- N/A as details on hosting are not provided in the repository
- Tags unique to maxtext: deepseek, fine-tuning, gemma2, gemma3.
- Also covers LLM Frameworks.
- Use MaxText when you require high-performance training and tuning over different deep learning architectures within a unified framework like JAX
When NOT to use maxtext
- Avoid using MaxText if you are only interested in TensorFlow or PyTorch specific optimizations and functionalities without a seamless transition to JAX
- Not recommended for users requiring model customization outside of supported architectures as it strictly adheres to Gemma2, GPT, LLaMA series, Mistral, Mixtral
Choose ai-gateway if…
- ai-gateway is primarily Go; maxtext is Python.
- Tags unique to ai-gateway: ai-gateway, litellm, llm-cost, llm-proxy.
- Also covers Inference & Serving.
- 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 (AI-Hypercomputer/maxtext) · observed Sep 20, 2026
- GitHub forks (AI-Hypercomputer/maxtext) · observed Sep 20, 2026
- Last push (AI-Hypercomputer/maxtext) · observed Sep 6, 2026
- License file (Apache-2.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (ferro-labs/ai-gateway) · observed Sep 20, 2026
- GitHub forks (ferro-labs/ai-gateway) · observed Sep 20, 2026
- Last push (ferro-labs/ai-gateway) · observed Sep 10, 2026
- License file (Apache-2.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: maxtext 2.4k · ai-gateway 256 (synced Sep 20, 2026).
Common questions
- What is the difference between maxtext and ai-gateway?
- maxtext: A simple, performant, and scalable Jax LLM. 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 maxtext over ai-gateway?
- Choose maxtext over ai-gateway when maxtext is primarily Python; ai-gateway is Go; N/A as details on hosting are not provided in the repository; Tags unique to maxtext: deepseek, fine-tuning, gemma2, gemma3; Also covers LLM Frameworks; Use MaxText when you require high-performance training and tuning over different deep learning architectures within a unified framework like JAX.
- When should I choose ai-gateway over maxtext?
- Choose ai-gateway over maxtext when ai-gateway is primarily Go; maxtext is Python; Tags unique to ai-gateway: ai-gateway, litellm, llm-cost, llm-proxy; Also covers Inference & Serving; When you need to integrate more than 30 different LLM services including OpenAI and Anthropic.
- When should I avoid maxtext?
- Avoid using MaxText if you are only interested in TensorFlow or PyTorch specific optimizations and functionalities without a seamless transition to JAX Not recommended for users requiring model customization outside of supported architectures as it strictly adheres to Gemma2, GPT, LLaMA series, Mistral, Mixtral
- 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 maxtext or ai-gateway more popular on GitHub?
- maxtext has more GitHub stars (2,413 vs 256). Stars measure visibility, not whether either tool fits your constraints.
- Are maxtext and ai-gateway open source?
- Yes - both are open-source projects on GitHub (maxtext: Apache-2.0, ai-gateway: Apache-2.0).
- Where can I find alternatives to maxtext or ai-gateway?
- GraphCanon lists graph-backed alternatives at maxtext alternatives and ai-gateway alternatives (maxtext 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, maxtext or ai-gateway?
- maxtext: Very active. 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 maxtext and ai-gateway?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: maxtext trust report; ai-gateway trust report.