The best free model hosting and inference APIs (18)

Every option in the catalog for when you need to call a hosted model from your own code — 18 model hosting and inference APIs, 12 of them free or freemium, with the pricing tier printed on every row.

18tools listed
12free or freemium
0with no paid plan at all
1sub-categories covered

Best Free Model hosting and inference APIs — straight answers

What are the best free model hosting and inference APIs?

Flocci AI Tools lists 18 of them, ordered free tiers first: Baseten, Cloudflare Workers AI, Cohere Trial API, Fireworks AI and Google AI Studio. 12 of the 18 are free or have a free tier. Each entry states what it uniquely does rather than a score.

Which of these are completely free?

None of these are marked fully free — they are freemium, trial or paid. The Completely Free AI Tools collection lists the 396 entries in the catalog that carry no paid plan at all.

See the full list →

How is this list ordered?

Free tools first, then freemium, then trial, then paid, and alphabetically inside each tier. Nobody pays to appear higher: Flocci AI Tools carries no ads, no sponsored slots and no paid listings, so the order reflects price and nothing else.

Best Free Model hosting and inference APIs — quick picks

Which model hosting and inference APIs work in a browser with no install?

Baseten, Cloudflare Workers AI, Cohere Trial API, Fireworks AI and Google AI Studio all work in a browser tab with no install needed — just open the site and go. 11 of the 12 free model hosting and inference APIs listed here are browser-based.

Which model hosting and inference APIs let you sign in with Google?

Google AI Studio and OpenRouter support Google sign-in, so you can start without creating a new account. That's 2 of the 12 free model hosting and inference APIs on this page.

All 18 tools, free tiers first

Browse Model Hosting & Inference APIs →
Best Free Model hosting and inference APIs: pricing tier, category and the capability each tool is listed for.
ToolPricingTypeListed for
BasetenFreemiumModel Hosting & Inference APIsBasic plan is pay-as-you-go with free starter credits for new accounts
Cloudflare Workers AIFreemiumModel Hosting & Inference APIs10,000 free 'Neurons' of inference per day on every account, resetting daily
Cohere Trial APIFreemiumModel Hosting & Inference APIsEvery account gets a free Trial API key covering chat, embed and rerank models
Fireworks AIFreemiumModel Hosting & Inference APIsHigh-performance open-model serving
Google AI StudioFreemiumModel Hosting & Inference APIsFree-tier API access to Gemini Flash-family models with generous token allowances, no credit card required to start
GroqFreemiumModel Hosting & Inference APIsUltra-fast inference on custom LPUs
Hugging FaceFreemiumModel Hosting & Inference APIsThe hub for open models and datasets
ModelScopeFreemiumModel Hosting & Inference APIsAlibaba's open model hub with thousands of Qwen, Wan and community models
Novita AIFreemiumModel Hosting & Inference APIsSingle API surface for 200+ LLM/image/video/audio models plus on-demand GPU and bare-metal instances
OpenRouterFreemiumModel Hosting & Inference APIsOne API for 400+ models across providers
Z.ai Open Platform (free GLM Flash API)FreemiumModel Hosting & Inference APIsGLM-4.7-Flash and GLM-4.5-Flash text models listed as free for input and output on the public API
NVIDIA BuildFreemiumModel Hosting & Inference APIsHosted catalog of 100+ open and NVIDIA models with an OpenAI-compatible endpoint
Cerebras InferenceTrialModel Hosting & Inference APIsRuns open models on Cerebras Wafer-Scale Engine hardware at dramatically higher tokens/sec than GPU-based APIs
ReplicateTrialModel Hosting & Inference APIsRun open models with one API call
DeepInfraModel Hosting & Inference APIsVery low per-token pricing across a large catalog of open models (text, image, audio)
Nebius Token FactoryModel Hosting & Inference APIsEuropean GPU-cloud-backed inference API hosting major open models (Llama, Qwen, DeepSeek, etc.)
SambaNova CloudModel Hosting & Inference APIsHosts open models (DeepSeek, MiniMax, Llama) on SambaNova's own RDU chips for high-speed inference
Together AIModel Hosting & Inference APIsFast, cheap open-model inference

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

Fireworks AI

Model Hosting & Inference APIs
freemium
  • High-performance open-model serving
  • Fine-tuning and function calling
  • Vision and audio models
  • Free trial credits

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

ModelScope

Model Hosting & Inference APIs
freemiumNew
  • Alibaba's open model hub with thousands of Qwen, Wan and community models
  • Free inference quota (community reports about 2,000 requests a day, OpenAI-compatible)
  • Free demo spaces (Studios) and notebooks
  • International site at modelscope.ai

Novita AI

Model Hosting & Inference APIs
freemium
  • Single API surface for 200+ LLM/image/video/audio models plus on-demand GPU and bare-metal instances
  • Agent Sandbox for secure agent runtimes alongside model hosting
  • 'Free to start' onboarding credits across model and GPU products

OpenRouter

Model Hosting & Inference APIs
freemium
  • One API for 400+ models across providers
  • Automatic fallbacks and price routing
  • Some models free to use
  • Unified billing

Z.ai Open Platform (free GLM Flash API)

Model Hosting & Inference APIs
freemiumNew
  • GLM-4.7-Flash and GLM-4.5-Flash text models listed as free for input and output on the public API
  • GLM-4.6V-Flash vision model also free
  • Larger GLM-5.x models are paid

NVIDIA Build

Model Hosting & Inference APIs
freemiumNew
  • Hosted catalog of 100+ open and NVIDIA models with an OpenAI-compatible endpoint
  • Free API key via the NVIDIA Developer Program with no credit card
  • Try models in-browser playground before self-hosting NIM
  • Rate-limited (community reports about 40 requests per minute)

Cerebras Inference

Model Hosting & Inference APIs
trial
  • Runs open models on Cerebras Wafer-Scale Engine hardware at dramatically higher tokens/sec than GPU-based APIs
  • Trial credits expire after 30 days and need a verified payment method.
  • Popular backend choice for latency-sensitive agentic and coding tools

Replicate

Model Hosting & Inference APIs
trial
  • Run open models with one API call
  • Thousands of community models
  • Deploy your own with Cog
  • Only a few models run free; everything else needs billing set up.

DeepInfra

Model Hosting & Inference APIs
  • Very low per-token pricing across a large catalog of open models (text, image, audio)
  • Flex scheduling tier at 0.8x price for non-production/batch workloads
  • No subscription; usage-tier system auto-scales billing thresholds

Nebius Token Factory

Model Hosting & Inference APIs
  • 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

SambaNova Cloud

Model Hosting & Inference APIs
  • Hosts open models (DeepSeek, MiniMax, Llama) on SambaNova's own RDU chips for high-speed inference
  • Per-token pricing with no platform subscription required
  • Competes directly with Cerebras/Groq on raw tokens/sec for open-weight models

Together AI

Model Hosting & Inference APIs
  • Fast, cheap open-model inference
  • 200+ models via one API
  • Fine-tuning and dedicated endpoints
  • Docs state no free trials and a minimum credit purchase is needed to use the platform.

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