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Cloud World Model Multi-Cloud Deployment Explorer
x402
Cloud World Model Multi-Cloud Deployment Explorer is a paid API for AI agents from www.cloudworldmodel.ai, paid per call via x402, $0.005/call, status unknown (last checked 2026-10-29).
Evaluates and compares equivalent workload deployments across AWS, Azure, GCP, OCI, and DigitalOcean with cost, latency, and vendor lock-in scoring.
Price / call$0.005
Success—
StatusUnknown
How this service works
Multi-cloud infrastructure simulation for cost, latency, chaos testing, and AI agent training before provisioning.
Output
Returns a ranked comparison of equivalent deployments across AWS, Azure, GCP, OCI, and DigitalOcean, including cost estimates per hour, latency scores, vendor lock-in assessments, and region-specific recommendations tailored to the workload profile and optimization weights provided.
Example use cases
Example prompt
“Compare cloud providers for my workload: 3 compute instances, 2 database instances, 500 GB storage, 200 requests per second, latency under 100ms, primary region us-east-1 — prioritize cost savings at 0.7 weight and minimize vendor lock-in at 0.3 weight, with a max budget of $5/hour.”
Technical details
Endpoint
POSThttps://www.cloudworldmodel.ai/api/multi-cloud/explore?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need a multi-cloud side-by-side comparison factoring in compute, database, storage, and traffic simultaneously with customizable cost/latency/lock-in tradeoff weights. Prefer it over single-provider pricing calculators when migrating workloads, doing vendor evaluation, or optimizing infrastructure spend across AWS, Azure, GCP, OCI, and DigitalOcean in one call.
Side effects
- Invalid or unsupported primary region string returns validation error
- maxCostPerHour set to zero or negative triggers exclusiveMinimum violation
- Missing required workload fields (computeInstances, databaseInstances, storageGB, trafficRPS, latencyRequirementMs, primaryRegion) returns 400 bad request
- Optimization weights sum exceeding 1.0 may yield unexpected ranking behavior
- Payment failure or insufficient USDC balance returns 402 payment required
- Unsupported sourceProvider enum value returns validation error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| beginnerMode | boolean | |
| errorBudgetPct | number | |
| maxCostPerHour | number | |
| workloadProfile | object | |
| optimizationWeights | object |
Output
Schema · Response
{
"type": "json"
}Tags
x402
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Zero review prompt (fires after every successful call)
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