# Cloud World Model (cloudworldmodel.ai)

Simulates cloud infrastructure to model cost, latency, error rate and resilience of proposed changes before deployment.

- Atlas card: https://inite.ai/en/atlas/cloudworldmodel.ai
- Site: https://cloudworldmodel.ai
- For: infrastructure and platform teams, and AI agents, reviewing architecture or scaling changes before rollout
- Categories: dev
- Use 0/100 · alive 100/100

## Used for

- compare modeled cost and latency across cloud providers
- estimate error rates from simulated failure experiments
- review scaling changes before rolling out to production

## Price

- from 9 USD/one-time, free plan (read 2026-10-20 on https://cloudworldmodel.ai/pricing)

## For developers

- OpenAPI: https://cloudworldmodel.ai/openapi.json (50 paths)
- MCP server: ai.cloudworldmodel/cloud-world-model (namespace; open on 2026-10-20, 9 tools)
- Read 2026-10-20

## MCP server, measured daily

Server: https://www.cloudworldmodel.ai/mcp, checked every day since 2026-10-20 (2 checks).

- Answered: measuring, 2 daily checks so far
- Median first answer: 181 ms
- Sign-in: none
- Context its tool definitions take: about 15178 tokens (9 tools)
- Tool definitions: A, 100/100
- Warning "open_writes": simulation.delete, simulation.create
- Method: https://inite.ai/en/atlas/mcp/report

## Your data

- Certifications stated: none
- Read 2026-10-20

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Source: INITE Atlas, https://inite.ai/en/atlas/cloudworldmodel.ai. JSON: https://inite.ai/api/atlas/cloudworldmodel.ai. MCP: https://inite.ai/api/mcp (atlas_lookup).