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Best edge runtime for lightweight agent gateways and tools. Heavy LLM loops still belong on Modal/Fly/GPU…

Overall 8.53 (curated_estimate, high) · score asOf 2026-09-14 · last reviewed 2026-09-14. This is not an Elo and not a live price board. Provider · JSON

Jobs: agent-backend, edge-deploy, agent-memory-kv, realtime-agent-channel, edge-sqlite-agent-db, serverless-edge-redis, mcp-server-hosting

ProviderWhy listedOverallΔ vs subjectasOf
Upstash Redis
Default serverless-edge-redis. Use classic Redis Cloud when you need always-on fat memory / Redis modules…
same_jtbd_runner, same_jtbd_pick · agent-memory-kv, serverless-edge-redis8.49high-0.042026-09-14
Redis
Use as agent hot memory/cache, not as your only 100M-vector archive.
same_jtbd_pick, same_jtbd_runner · agent-memory-kv, serverless-edge-redis8.07high-0.462026-09-14
Modal
Depot darling for Python agent backends and bursty GPU jobs. If you think in functions not VMs, start here.
same_jtbd_pick · agent-backend8.44high-0.092026-10-19
Ably
Depot pick for realtime agent↔user channels (token streaming, presence, multiplayer agent UIs). Not a…
same_jtbd_pick · realtime-agent-channel8.29high-0.242026-09-14
Turso
Depot pick for edge/per-tenant SQLite agent state. Serverless Postgres pick stays Neon; hot KV stays Redis…
same_jtbd_pick · edge-sqlite-agent-db8.22high-0.312026-09-14
Supabase (pgvector)
Depot default for most agent apps under ~25–50M vectors. Don't add Pinecone until Postgres actually hurts.
same_jtbd_runner · agent-memory-kv, realtime-agent-channel, edge-sqlite-agent-db8.64high+0.112026-09-14
Fly.io
Excellent for globally distributed agent sidecars and Machines-based sandboxes. Prefer Railway/Render if you…
same_jtbd_runner · agent-backend, edge-deploy, mcp-server-hosting8.28high-0.252026-09-14
Neon
Excellent serverless Postgres for agent apps that want branching + pgvector without Supabase's full BaaS.
same_jtbd_runner · edge-sqlite-agent-db, serverless-edge-redis8.59high+0.062026-09-14
Convex
Great TS agent product backend when you want reactive state+actions together. Prefer Supabase/Neon when…
same_jtbd_runner · agent-backend8.15high-0.382026-09-14
Deno Deploy
Nice for TS edge tools. Don't confuse isolate deploy with E2B-class untrusted code sandboxes.
same_jtbd_runner · edge-deploy8.13high-0.42026-09-14
Render
Boring reliable PaaS. Great when Railway feels too hip and AWS feels too heavy.
same_jtbd_runner · agent-backend8.1high-0.432026-09-14
Vercel
Ship the agent UI and thin API routes here. Put long-running agent workers on Modal/Fly/Railway.
same_jtbd_runner · edge-deploy8.1high-0.432026-09-14

Prices are not ranked on this page. For a job, use the sourced quote (separate input and output rows, Depot Pick unchanged): agent-backend, edge-deploy, agent-memory-kv, realtime-agent-channel.

Alternatives are other catalog providers that share a JTBD as pick or runner-up. If fewer than three exist, same-category active providers fill the list and are labeled same_category. Overall deltas are catalog scores. kind=curated_estimate is not a lab measurement. Pricing rows are sourced or explicitly null. Do not parse pricingNotes. A single normalized USD figure is set only for a provider with exactly one token row.