Cloudflare AI
Cloudflare / cloudflare.com
Edge AI inference platform running models at Cloudflare's 300+ global data centres, with Workers AI for open source model inference, AI Gateway for multi-provider observability, and Vectorize edge vector database.
Pricing
Free
Free plan
Yes
Category
Developer Tools
Platforms
3
Free plan
Yes
API access
Yes
Open source
No
Platforms
3
What is Cloudflare AI?
Cloudflare AI runs AI inference at the edge — in data centres physically closest to users — reducing latency compared to centralised AI APIs. Workers AI provides inference for Llama, Mistral, Whisper, FLUX, and others without infrastructure management. AI Gateway proxies calls to OpenAI, Anthropic, Groq, and others, providing caching, rate limiting, cost monitoring, and failover. Vectorize is the edge vector database for RAG applications running alongside Workers AI. Free tiers across all three products lower the barrier for developers.
How Cloudflare AI works
Cloudflare AI runs as ml inference platform software built around text and image workflows. Users typically start with a prompt, upload, or connected data source, and the underlying model handles the heavy lifting before returning a result you can refine or export. It's available on web, cloudflare workers, and api, with API access for teams that want to embed it into their own products.
Watch Cloudflare AI in action
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What makes it worth shortlisting
The capabilities that matter most for teams evaluating Cloudflare AI.
Workers AI
Edge inference for open source models at Cloudflare's 300+ global data centres for low-latency responses.
AI Gateway
Proxy layer providing caching, rate limiting, cost monitoring, and failback routing between applications and AI APIs.
Vectorize
Edge vector database for embeddings alongside Workers AI for complete low-latency RAG pipelines at the network edge.
Best use cases
Who should use it
Pros
- Edge inference reduces AI response latency by running closest to users
- Free tiers across Workers AI, AI Gateway, and Vectorize
- AI Gateway provides multi-provider observability and resilience
- 300+ global data centres reduce latency for distributed users
Cons
- Edge GPU availability can be inconsistent vs dedicated AI APIs for high-throughput production
- Curated model selection rather than comprehensive
- Less mature than dedicated inference platforms for high-scale production
Is it worth the price?
Workers AI: Free 10,000 neurons/day. Paid $0.011/1,000 neurons. AI Gateway: Free. Vectorize: Free 30M indexed vectors. Enterprise custom pricing.
Model
Freemium
Starting price
Free
Free trial
No
Tools like Cloudflare AI
Workers AI competes with Together AI, Groq, and Replicate. AI Gateway competes with Helicone and LangSmith.
Cloudflare AI vs Groq
A side-by-side look at the closest alternative in this category.
Cloudflare AI
Cloudflare
Groq
Groq
Workers AI: Free 10,000 neurons/day. Paid $0.011/1,000 neurons. AI Gateway: Free. Vectorize: Free 30M indexed vectors. Enterprise custom pricing.
Free tier with generous rate limits for evaluation. Usage-based from $0.05/million tokens for small models to $0.90/million for large models. Enterprise custom pricing.
Cloudflare enterprise security. SOC 2 Type II. ISO 27001. GDPR compliant.
Enterprise includes dedicated capacity, SLA guarantees, and data handling agreements. SOC 2 compliant.
Review Cloudflare's AI data handling policy. AI Gateway logs API requests.
Review Groq's data handling policy. Groq uses its own LPU hardware, not third-party cloud providers, for inference. Enterprise includes data processing agreements.
- Edge inference reduces AI response latency by running closest to users
- Free tiers across Workers AI, AI Gateway, and Vectorize
- AI Gateway provides multi-provider observability and resilience
- 300+ global data centres reduce latency for distributed users
- Fastest LLM inference available using custom LPU hardware
- Significantly lower latency than GPU-based alternatives for real-time applications
- Competitive pricing for fast inference
- OpenAI-compatible API makes switching straightforward
- Edge GPU availability can be inconsistent vs dedicated AI APIs for high-throughput production
- Curated model selection rather than comprehensive
- Less mature than dedicated inference platforms for high-scale production
- Limited model selection compared to Hugging Face or Replicate
- Not a proprietary model developer — relies on open source models
- Enterprise dedicated capacity required for guaranteed SLA performance
Technical & deployment info
Key facts about model providers, platforms, and team support.
Model Provider
Meta, Mistral AI, Stability AI, OpenAI (via Gateway)
Models
Llama 3.3, Mistral, Whisper, FLUX
Platforms
Web, Cloudflare Workers, API
Deployment
SaaS, API
Integrations
OpenAI (Gateway), Anthropic (Gateway), Groq (Gateway), Hugging Face
Team Collaboration
No
Launch Year
2023
Security & privacy
Compliance signals and data-handling notes as reported by the vendor.
Cloudflare enterprise security. SOC 2 Type II. ISO 27001. GDPR compliant.
Review Cloudflare's AI data handling policy. AI Gateway logs API requests.
What users are saying
Verified reviews from signed-in users, stored in the backend and averaged into this tool's rating.
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Common questions about Cloudflare AI
Editorial Verdict
Should you use Cloudflare AI?
Cloudflare AI is excellent for developers already on Cloudflare adding low-latency AI to web applications.
Last verified July 24, 2026.