SaaS In-App AI Copilot Cost Calculator
An in-app copilot completes multi-step tasks for users — querying data, calling your APIs and composing a result. Because it chains several model calls and tool calls per task, cost accrues per step, not per message.
An in-app copilot doing ~5 model+tool steps per task, 3,000 runs a day.
Computed at today's verified prices (28 July 2026). Adjust the inputs below for your own numbers.
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- LLM cost / run
- $0.0337
- Tool cost / run
- $0.0000
- Per run
- $0.0337
- Per month
- $3,037.50
Why this number isn't obvious
Copilots multiply cost by their step count: a five-step task costs roughly five model calls, so a 'cheap' per-call model still adds up. Reliability matters too — a failed step often retries — so this is where a stronger model can lower total cost by finishing in fewer steps.
Frequently asked questions
Why price a copilot per run, not per message?+
Each user task triggers several model and tool calls (plan, act, observe, repeat). The unit that matters for cost is the completed run, which bundles all those steps.
Does a better model reduce copilot cost?+
Sometimes. A stronger model that completes tasks in fewer steps and fewer retries can cost less overall than a cheap model that flails, despite a higher per-call price.
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Estimates for planning, not a quote. Pricing data last reviewed 28 July 2026.