AI Agent Backup & Disaster Recovery Cost Calculator
Estimate monthly cost to back up and recover AI agent assets: model weights, vector indexes, agent state, conversation history, configs, and audit logs across object storage, cross-region replication, snapshots, and recovery testing.
Scenario presets
Pick a preset to load default assumptions, then adjust them below.
Inputs
<1 = compressed, 1 = none, >1 = expansion.
Average logical-to-physical multiplier across snapshots.
Assets to protect
Set the live size and number of snapshots retained per month for each asset class.
Recovery testing
Monthly cost estimate
Total all-in backup & DR monthly cost
Provider comparison
| Provider | Storage | Ops | Restore | Total |
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Projected cost
Total cost over the projection period
Verdict: Loading…
Frequently asked questions
What does this calculator estimate? ▼
The monthly and projected cost of backing up and being able to restore the critical assets behind an AI agent: model weights, vector/embedding indexes, agent state, conversation history, configuration, prompts, code, and logs. It includes primary storage, cross-region replication, API operations, restore egress, and recovery-testing labor.
Which assets matter most for an AI agent? ▼
Model weights and vector indexes are large and change slowly. Conversation history and agent state change fast and must be recoverable to a recent point. Config, prompts, and code are small but critical — losing them can break behavior.
How should I pick snapshot frequency? ▼
Match recovery-point objective (RPO). Hourly or continuous for state and conversations. Daily or weekly for model weights. Every commit or continuous for config and prompts.
Is cross-region replication worth the cost? ▼
For production SaaS and regulated workloads, yes — it protects against regional outages and satisfies SOC 2 and HIPAA availability controls. For MVPs, a single region plus periodic export is usually enough.
What is not included? ▼
Network transfer inside the same region, compute cost of the restore process, database transaction replay, and application-level reconciliation are excluded. Add those if your RTO requires seconds or minutes.