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The best way to run OpenClaw.

One API key. Every frontier model. Flat monthly rate. No per-token billing. No surprise invoices.

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AI shouldn't cost this much.

The issue is not one expensive prompt. It is the recurring agent work that has to check, classify, retry, and report all day—where usage-based pricing turns useful automation into unpredictable cost.

1

Billing is unpredictable

Recurring agent workflows amplify token volatility. What looks manageable in a single test becomes impossible to forecast when the same work runs daily, across teams, at production scale.

2

Capacity is inconsistent

Agents that only run reliably when the model is cheap and idle are not operational. Teams need to know their workflows will wake up, do the job, and finish without a scramble over rate limits or availability.

3

Good automation gets killed early

When cost and reliability are uncertain, promising workflows get capped or shelved before they prove their value. The operating model, not the technology, is what holds teams back.

The idea is predictable AI operations.

Choose a throughput tier, pay one monthly rate, and let your agents consume from a reserved pool of steady capacity. Plans map to how often your workflows run, how much work they handle, and how much consistency your team expects.

“If an agent matters to the business, its heartbeat should be planned, not improvised.”

What this approach is meant to solve.

Reserved throughput replaces guesswork with a clear operating model for your recurring agent workflows.

Predictable throughput

Size for your reality instead of hoping pay-as-you-go stays reasonable.

Clearer budgeting

One monthly rate makes it easy to reason about operating cost and ownership.

Better agent reliability

Give recurring jobs a steadier cadence so they complete without babysitting.

Useful feedback loops

The waitlist shapes the product — what you tell us decides what we build.

3
Throughput tiers
1
Monthly operating budget
Potential agent workflows
0
Surprise invoices

The best way to run
OpenClaw.

Reserve your spot to help shape what predictable AI throughput should feel like.