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Agent Provider Depot
Opinionated picks for agents
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💻CPU / General Compute

General-purpose VMs, PaaS, serverless functions, and edge runtimes without dedicated GPUs.

Machine board /api/leaderboards?category=cpu-compute. Editorial 0–10, not Arena Elo. Alternatives for the current top row: /alternatives/cloudflare-workers.

Cloudflare Workers

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

8.5
edgeserverlessr2durable-objects

Svix

Depot pick for outbound-webhooks. Use Hookdeck when the job is inbound event gateway/debugging; Courier/Knock…

8.5
webhookseventsapidelivery

Modal

Depot darling for Python agent backends and bursty GPU jobs. If you think in functions not VMs, start here.

8.4
serverlessgpupythonsandbox

MotherDuck

Depot pick when the agent needs SQL warehouse context (analytics, DuckLake/Iceberg, shared Guides). Snowflake…

8.4
duckdbwarehousesqlmcp

WarpStream

Pick when the agent backbone must be Kafka-protocol (replay, consumers, Iceberg) without Confluent prices…

8.4
kafkabyocqueuestreaming

Upstash QStash

Depot pick for a raw serverless agent event backbone (webhooks, delayed retries, fan-out) without operating…

8.4
queueserverlessschedulerhttp

Full ranking

#ProviderOverallFit$/perfLatencyDXAs of
1Cloudflare Workers8.58.69.29.28.52026-09-14
2Svix8.59.07.89.29.02026-09-14
3Modal8.49.08.28.69.62026-10-19
4MotherDuck8.48.88.68.69.02026-10-19
5WarpStream8.48.89.08.67.82026-09-14
6Upstash QStash8.48.29.28.49.22026-09-14
7ClickHouse Cloud8.49.08.08.88.42026-10-19
8Ably8.38.87.49.28.42026-09-14
9Fly.io8.38.88.28.08.82026-09-14
10Synadia Cloud (NATS)8.38.68.28.88.02026-09-14
11Daytona8.28.88.28.28.82026-09-14
12Verda8.28.68.28.48.42026-09-14
13PlanetScale8.28.67.48.89.22026-09-14
14Fly Machines8.28.58.58.28.02026-09-14
15Hetzner8.27.59.68.67.22026-09-14
16DigitalOcean8.27.88.28.88.52026-09-14
17Restate8.28.67.88.88.42026-09-14
18Convex8.28.68.08.69.22026-09-14
19Deno Deploy8.17.88.58.69.02026-09-14
20Google Cloud Pub/Sub8.18.28.29.27.62026-09-14
21Koyeb8.18.28.48.28.82026-09-14
22Render8.18.07.58.89.02026-09-14
23Vercel8.18.47.09.09.62026-09-14
24Railway8.18.27.88.49.42026-09-14
25Inngest8.18.28.08.49.02026-09-14
26Azure Service Bus8.08.67.59.27.22026-09-14
27Amazon SQS8.07.88.89.27.02026-09-14
28Temporal Cloud8.09.06.89.27.22026-09-14
29Hatchet8.08.27.88.48.62026-09-14
30AWS EC28.09.27.09.56.52026-09-14
31Amazon EventBridge8.08.47.89.27.42026-09-14
32Gcore8.08.08.88.27.22026-09-14
33DuckDB (vector/extensions)8.06.09.57.58.52026-09-14
34Confluent Cloud8.09.25.89.47.52026-09-14
35DBOS8.08.08.08.68.42026-09-14
36GCP Compute Engine7.98.87.29.26.82026-09-14
37Lightning AI7.98.67.08.29.02026-09-14
38Trigger.dev7.87.88.28.09.22026-09-14
39Genymotion Cloud7.87.87.48.28.02026-09-14
40Cloudflare Workers AI7.76.88.58.28.42026-09-14
41Upstash Box7.78.08.67.28.82026-09-14
42Azure Virtual Machines7.68.66.59.26.22026-09-14
43Paperspace (DigitalOcean)7.67.27.87.88.22026-09-14
44Beam7.67.88.07.58.22026-09-14
45Northflank7.58.07.47.88.02026-09-14
46LangGraph Platform / LangSmith Deploy7.58.46.88.08.22026-09-14
47Anyscale7.58.26.58.07.52026-09-14
48CloudFerro7.37.25.88.46.82026-09-14