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DeepInfra
A
Lovable
A
Perplexity
S
Ollama
S
TaglineBlazing-fast, pay-as-you-go inference API for open-source LLMs and multimodal models, now plugged directly into the Hugging Face ecosystem.Build a full app from a prompt. Stripe-ready.AI search done right. Cited answers, not chat theater.Run LLMs locally. One-line install, GUI optional.
CategoryDev PlatformDesignResearchDev Platform
PricingFree $5 credit on signup, then pay-as-you-go from $0.06/M tokensFree + $25-$100/moFree + $20/mo ProFree + open source
Best forBackend developers and ML engineers who want the cheapest reliable inference for open-weight LLMs in production, especially those already living inside the Hugging Face ecosystem.Non-devs + solopreneurs shipping MVPs.Replacing Google for any question where you want a cited answer in seconds.Devs wanting offline/local LLMs for privacy or experimentation.
Strengths
  • Among the cheapest per-token rates for open-source models — consistently undercuts Together AI and Fireworks on small models
  • OpenAI-compatible API means zero migration headache from existing stacks
  • Now a first-class Hugging Face Inference Provider, so HF-native workflows (SDKs, Playground, agent harnesses) get DeepInfra with a one-line swap
  • Runs on H100/A100 and NVIDIA Blackwell GPUs with auto-scaling and 99.982% uptime SLA on dedicated tier
  • Supports LoRA adapter deployments and private custom model hosting, not just public models
  • Generates full apps + DB + auth
  • Good for non-developers
  • Ships faster than hand-coding
  • Sources every claim
  • Fast, current answers
  • Pro Search runs multi-step research
  • Spaces for persistent context
  • Run Llama, Mistral, Qwen, etc. on your laptop
  • Simple CLI + API
  • Hardware-aware (picks the right quant)
Weaknesses
  • Primarily developer/API-first — no meaningful consumer-facing product or chat UI to speak of
  • Model breadth (77 tracked) lags behind aggregators like OpenRouter or Replicate for niche or newly-released models
  • No free tier beyond the $5 signup credit; requires a card or prepayment to continue
  • Complexity ceiling
  • Can generate brittle code
  • Not a general chatbot
  • Answers can be shallow on complex topics
  • Needs beefy laptop for larger models
  • Speed way behind cloud APIs
Kai's verdictDeepInfra is the quiet workhorse of the inference API space — serious price performance on H100s, a genuinely clean OpenAI-compatible API, and now a native HF provider makes it a strong default choice for any team running open-source models at scale. (Verdict pending Phi's full review.)A-tier. The strongest 'no-code' AI builder right now. Great for founder MVPs.S-tier for search. I use it before Google now. If you're still Googling everything, try this for a week.S-tier for local inference. If you care about privacy or want to tinker, install this today.
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