Know your AI API bill before you get it
Compare per-token pricing across every major LLM provider, and estimate what an AI agent workflow will actually cost you at real volume — not just per call.
Quick cost comparison
| Provider | Model | Cost / request | Est. monthly cost |
|---|
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Running an AI agent? That's a different calculation.
Multi-step agents burn far more tokens than a single chat call — tool calls, retries, and growing context add up fast. Use the full Agent Cost Estimator to model realistic monthly spend before you ship.
Open Agent Estimator →Guides
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The cheapest LLM APIs in 2026, compared
A breakdown of which providers actually come out cheapest at real production volume, not just headline price.
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Why your AI agent bill is 10x higher than you expected
Tool calls, retries, and context growth compound fast — here's how to actually estimate agent spend.
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Six ways to cut your LLM API bill in half
Prompt caching, batching, model routing, and other levers that actually move the needle.