Fireworks AI vs Nebius Token Factory

Fireworks AI is freemium — a usable free tier with paid plans above it. Nebius Token Factory is paid, with no free tier. Both are listed under Model Hosting & Inference APIs, so this is a like-for-like comparison. Neither is ranked above the other — Flocci carries no sponsored placement.

Fireworks AI vs Nebius Token Factory — straight answers

Fireworks AI vs Nebius Token Factory: what is the difference?

Fireworks AI is freemium — a usable free tier with paid plans above it and is listed for high-performance open-model serving. Nebius Token Factory is paid, with no free tier and is listed for european GPU-cloud-backed inference API hosting major open models (Llama, Qwen, DeepSeek, etc.). Both sit in Model Hosting & Inference APIs.

Is Fireworks AI or Nebius Token Factory cheaper to start with?

Fireworks AI is the cheaper starting point: it is freemium — a usable free tier with paid plans above it, while Nebius Token Factory is paid, with no free tier. Pricing tiers here come from the catalog, not from a promotional page.

Which should I choose, Fireworks AI or Nebius Token Factory?

Choose Fireworks AI if you need high-performance open-model serving; choose Nebius Token Factory if you need european GPU-cloud-backed inference API hosting major open models (Llama, Qwen, DeepSeek, etc.). Flocci AI Tools does not rank one above the other — it shows both feature sets side by side and lets the requirement decide.

Fireworks AI compared with Nebius Token Factory: pricing tier, category, listed capabilities and links.
 Fireworks AINebius Token Factory
Pricing tierFree tier + paid plans
Free to startYesNo
CategoryAI Models & Local ExecutionAI Models & Local Execution
TypeModel Hosting & Inference APIsModel Hosting & Inference APIs
Listed capabilities
  • High-performance open-model serving
  • Fine-tuning and function calling
  • Vision and audio models
  • Free trial credits
  • European GPU-cloud-backed inference API hosting major open models (Llama, Qwen, DeepSeek, etc.)
  • Rebranded in 2026 from 'Nebius AI Studio' to 'Nebius Token Factory'
  • Backed by Nebius's own large-scale GPU cloud infrastructure rather than reselling capacity
Tagsinference, fireworks, fast, open models, api, freenebius token factory, nebius ai studio, open model hosting, gpu cloud europe, llm inference api
Websitefireworks.aitokenfactory.nebius.com
Full pageFireworks AI details →Nebius Token Factory details →
AlternativesFireworks AI alternatives →Nebius Token Factory alternatives →

Baseten

Model Hosting & Inference APIs
freemium
  • Basic plan is pay-as-you-go with free starter credits for new accounts
  • Deploys custom/fine-tuned models, not just a fixed model catalog, with per-second GPU billing
  • Hosts current open models (DeepSeek, GPT-OSS, Kimi K3) as ready-to-call APIs alongside custom deployment

Cloudflare Workers AI

Model Hosting & Inference APIs
freemium
  • 10,000 free 'Neurons' of inference per day on every account, resetting daily
  • Runs open models (Llama, Mistral, Whisper, etc.) on Cloudflare's global edge network for low-latency serverless inference
  • Bundled with Workers/Pages for building full serverless AI apps without managing GPUs

Cohere Trial API

Model Hosting & Inference APIs
freemiumNew
  • Every account gets a free Trial API key covering chat, embed and rerank models
  • Rate-limited, non-commercial use only
  • Upgrade to a pay-as-you-go production key when needed

Google AI Studio

Model Hosting & Inference APIs
freemium
  • Free-tier API access to Gemini Flash-family models with generous token allowances, no credit card required to start
  • Browser-based playground for prompt design, multimodal testing, and one-click API key generation
  • Batch API offers 50% cost reduction once on the paid tier

Groq

Model Hosting & Inference APIs
freemium
  • Ultra-fast inference on custom LPUs
  • Sub-second responses for open models
  • OpenAI-compatible API
  • Generous free tier

Hugging Face

Model Hosting & Inference APIs
freemium
  • The hub for open models and datasets
  • Spaces to host and demo apps
  • Inference endpoints and providers
  • Free accounts and hosting