Run models serverlessly through Workers
Your application code calls models on Cloudflare’s GPU infrastructure, so you do not need to set up a continuously running model server for a custom text feature.
Cloudflare: Workers AI
Not yet ratedCloudflare Workers AI
Serverless AI inference on Cloudflare Workers; AI Gateway brings model access, observability and cost control together in a developer stack.
GDPR: yesMCP: yesFree plan: yes
Editorial review: unknown
Facts checked: Oct 18, 2026
Translated: Oct 18, 2026
Best suited for
Technical teams that want to integrate AI features directly into existing web products and edge workflows while keeping usage and costs transparent.
Limitations
Before use, check whether features, data processing and costs meet your requirements. Editorial assessment of this newly added tool is not yet complete.
Strengths
Deploy AI features close to web applications
Workers or Pages can integrate model calls directly into web applications, for example to automatically process incoming text within an existing form workflow.
Cloudflare: Workers AIObserve and control models through AI Gateway
AI Gateway adds features including rate limits, caching, and model fallbacks, allowing your developer to handle load spikes and failed model requests in production.
Cloudflare: Workers AIUsing it in your business
Language
DE ✅EN ✅Details ↓
Facts checked: Oct 18, 2026
MCP
yesDetails ↓
GDPR
yesDetails ↓
DPA also available for self-serve customers, DPF-certified plus SCCs, EU data localization only for Enterprise. DPA: yes · EU hosting: optional · Headquarters: USA · Source
Facts checked: Sep 30, 2026
Pricing
unknownDetails ↓
Free plan: yes
Usage-based billing. Check the vendor's source for base fees, advance payments and the costs of additional services.
An ongoing free plan is available, subject to usage limits.
Facts checked: Oct 5, 2026
A practical first project
Build one measurable feature with limited model access first. Check latency, error rates, token costs and fallbacks through AI Gateway before connecting more models or sensitive data.
Two ideas for your working day
Connect a custom FAQ search to product knowledge
Your developer can connect Workers AI with Vectorize to find relevant passages from approved product and help content for a customer question. Internal answer preparation for sales is a useful first task. Check the returned passages against the originals before turning them into public answers.
Cloudflare: Workers AIReturn answers to form questions as fixed data
For a contact form, limit a model to fixed output using JSON Mode, such as the request and responsible team. Have the developer check which model supports this mode. Pass the result to your routing only after schema validation, and collect unclear cases for manual review.
Cloudflare: Workers AI
Sources: Oct 18, 2026
What other sources report
So far, we use Workers to generate AI images. The image generator we selected is clearly a step ahead of what we used before.
Andy FeliciottiFrequently asked questions
What is Cloudflare Workers AI suitable for?
Technical teams that want to integrate AI features directly into existing web products and edge workflows while keeping usage and costs transparent.
When is Cloudflare Workers AI less suitable?
Before use, check whether features, data processing and costs meet your requirements. Editorial assessment of this newly added tool is not yet complete.
What features does Cloudflare Workers AI offer?
Run models serverlessly through Workers; deploy AI features close to web applications; monitor and control models through AI Gateway
What is a sensible way to get started with Cloudflare Workers AI?
Build one measurable feature with limited model access first. Check latency, error rates, token costs and fallbacks through AI Gateway before connecting more models or sensitive data.
How much does Cloudflare Workers AI cost?
Free plan · Price: no verified information. See the pricing section on this page for details and the documented pricing status.