# Cloud World Model Multi-Cloud Deployment Explorer

> 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 2026-09-15).

Evaluates and compares equivalent workload deployments across AWS, Azure, GCP, OCI, and DigitalOcean with cost, latency, and vendor lock-in scoring.

## Facts

- Endpoint: POST https://www.cloudworldmodel.ai/api/multi-cloud/explore
- Price: $0.005/call
- Payment: x402
- Status: unknown
- Last checked: 2026-09-15
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/cloud-world-model-multi-cloud-deployment-explorer-4e2fda0d
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_IOK1bJoBeK53wIcyYPp7r

Status and success rate cover calls made through Zero and Zero's own probes. Third-party monitors may report differently.

## How to call it through Zero

Zero handles the 402 payment challenge and records the run. With the Zero CLI installed (`npm i -g @zeroxyz/cli`):

```sh
zero fetch --capability cloud-world-model-multi-cloud-deployment-explorer-4e2fda0d -d '<json body>'
```

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.

## When to prefer this

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.

## Known failure modes

- 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

## How this service works

Simulate AWS, GCP, Azure, OCI, and DigitalOcean cloud infrastructure without provisioning real resources. Built for Canvas Cloud AI learners and agents.

## 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.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "beginnerMode": {
   "type": "boolean"
  },
  "errorBudgetPct": {
   "type": "number",
   "maximum": 100,
   "minimum": 0
  },
  "maxCostPerHour": {
   "type": "number",
   "exclusiveMinimum": 0
  },
  "workloadProfile": {
   "type": "object",
   "required": [
    "computeInstances",
    "databaseInstances",
    "storageGB",
    "trafficRPS",
    "latencyRequirementMs",
    "primaryRegion"
   ],
   "properties": {
    "storageGB": {
     "type": "number",
     "minimum": 1
    },
    "trafficRPS": {
     "type": "number",
     "minimum": 1
    },
    "primaryRegion": {
     "type": "string"
    },
    "sourceProvider": {
     "enum": [
      "aws",
      "gcp",
      "azure",
      "oci",
      "digitalocean"
     ],
     "type": "string"
    },
    "computeInstances": {
     "type": "integer",
     "minimum": 1
    },
    "secondaryRegions": {
     "type": "array",
     "items": {
      "type": "string"
     }
    },
    "databaseInstances": {
     "type": "integer",
     "minimum": 1
    },
    "requiresMultiRegion": {
     "type": "boolean"
    },
    "latencyRequirementMs": {
     "type": "number",
     "minimum": 1
    },
    "dataResidencyRequirements": {
     "type": "array",
     "items": {
      "type": "string"
     }
    }
   }
  },
  "optimizationWeights": {
   "type": "object",
   "properties": {
    "cost": {
     "type": "number",
     "maximum": 1,
     "minimum": 0
    },
    "latency": {
     "type": "number",
     "maximum": 1,
     "minimum": 0
    },
    "vendorLockIn": {
     "type": "number",
     "maximum": 1,
     "minimum": 0
    }
   }
  }
 }
}
```

## Response schema (JSON Schema)

```json
{
 "type": "json",
 "example": {
  "job": {
   "id": "job-id",
   "type": "multi_cloud_exploration",
   "status": "pending",
   "createdAt": "2024-01-01T00:00:00.000Z"
  },
  "message": "Multi-cloud exploration started. Use GET /multi-cloud/jobs/{id} to check status."
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/cloud-world-model-multi-cloud-deployment-explorer-4e2fda0d/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from www.cloudworldmodel.ai](https://www.zero.xyz/host/www.cloudworldmodel.ai/llms.txt)