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Edge Functions vs Serverless: Compute for AI APIs

Compare Edge and Serverless functions. Latency, cold start, region. Choice for LLM proxies.

Edge Functions

Run at the edge, close to user. Low latency, small bundle. Limited runtime, often KV/limits.

Serverless

Regional compute (Lambda, etc). More resources, longer timeout. Cold start variable.

Comparison table

FeatureEdge FunctionsServerless
LatencyLower, edgeRegional

Verdict

Edge for low-latency and light workloads. Serverless for heavier AI pipelines.

Our recommendation

AVARC Solutions: Edge for auth, routing, LLM proxy. Serverless for batch, embeddings, long AI jobs.

Further reading

Supabase vs Firebase

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Frequently asked questions

Edge can be proxy. Actual LLM calls often serverless due to timeout and memory.

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