Generative AI Infrastructure

The 10 Generative AI Infrastructure tools on HokAI, compared on capability, pricing and compliance. Independently verified.

What is in Generative AI Infrastructure

HokAI tracks 10 active tools in Generative AI Infrastructure. 9 of them (90%) publish a free tier you can test before paying. The audience most often named across these listings is product managers, followed by enterprise ai teams.

Generative AI Infrastructure — Tools

  • Archil — This hosted file system turns S3 buckets into a POSIX disk with 2 vCPU serverless AI agent sandboxes, billed by the minute, free to start with no credit card.
  • Cast.ai — Cast.ai cuts Kubernetes cloud costs 50-70% using automated rightsizing and Spot instance management. Trusted by 2,100+ companies, reached $1B unicorn in 2026.
  • Fireworks AI — Enterprise inference platform for open models: serverless tokens from $0.10 per 1M, managed fine-tuning per training token, and dedicated NVIDIA GPUs from $8.00/hr. $1 free credits, self-serve, no cold starts.
  • Google AI Studio — Free web-based IDE for building, testing, and deploying generative AI applications with Google's Gemini models
  • Groq — Fast open-model inference, now built on NVIDIA-licensed LPU hardware
  • Modal — AI infrastructure that developers love: serverless compute for ML inference, training, and batch processing
  • Replicate — Run open-source AI models via API without managing any GPU infrastructure.
  • Supermicro — Supermicro designs AI server hardware from edge systems (65W TDP) to 8-GPU data center nodes, with $12.68B quarterly revenue and NASDAQ: SMCI listing.
  • Tamarind Bio — Runs AlphaFold, RFdiffusion, and other published biology models through one web app and API, used by 10,000+ scientists at biotechs and pharma companies.
  • Together AI — The AI Native Cloud: a full-stack platform for training, fine-tuning, and deploying open-source AI models

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Frequently asked questions

How many tools are there in Generative AI Infrastructure?

HokAI currently lists 10 active entries in Generative AI Infrastructure. Each is verified against the vendor's own pages and re-checked as those pages change, so the count moves as the category does.

Which tools are listed under Generative AI Infrastructure?

Archil, Cast.ai, Fireworks AI, Google AI Studio and Groq, among the 10 entries in this section. Each links through to a full profile covering what it does, how it is priced where that is published, and how it compares with the alternatives in the same category.

Are there free Generative AI Infrastructure options?

Yes — 9 of the 10 listings in Generative AI Infrastructure publish a free tier. Free tiers here usually cap usage volume or hold back the higher-end features rather than expiring, so they suit evaluation before committing.

Do Generative AI Infrastructure tools work on mobile?

No Generative AI Infrastructure listing currently ships a native mobile app. 10 of the 10 run in the browser, so mobile access depends on how well each vendor's web interface adapts to a small screen.