Run sub-millisecond LLM reasoning, speculative caching, and distributed vector embeddings directly at Cloudflare edge nodes. Zero cold starts, 100% serverless.
Experience real-time execution speeds directly against our edge inference nodes.
Every layer designed from the metal up for distributed edge AI applications.
Common prompt prefixes and vector lookups are pre-warmed across 310+ Cloudflare edge data centers. Reduce token latency by up to 80% on warm requests.
Zero container boots. Isolate spin-up occurs in less than 5 milliseconds worldwide.
Store vector indexes in SQLite D1 edge tables with large weights streamed directly from R2 object buckets.
Every request signed with HMAC-SHA256 authorization and validated server-side against customer usage caps before touching the model weights.
See how much you save moving from centralized GPU clusters to serverless edge workers.
Predictable token costs with zero idle cluster charges.
For testing, hackathons, and early MVPs building edge AI tools.
For growing SaaS companies demanding sub-20ms SLA latency.
For global workloads requiring dedicated fine-tuned models and custom VPC.