Token Cost Calculator
Enter monthly token volume to compare API spend across LongCat-2.0, GPT-5.5, Claude, DeepSeek, and GLM.
Costs update automatically when you change any value.
Estimated monthly cost (USD)
| Model / tier | Input $/M | Output $/M | Input cost | Output cost | Total | vs LongCat (promo) |
|---|---|---|---|---|---|---|
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Rates from public API listings (DeepSeek and GLM vary by tier). Confirm current pricing with each provider.
Planning agent API budgets
- Token logs — sum 7-day input/output from your agent harness, multiply by ~4.3 for a monthly estimate
- Output-heavy workloads — multi-turn tool loops use more output tokens than chat UIs
- LongCat cache — repeated system prompts or codebase headers can bill at zero on cache hits
- Self-host breakeven — if monthly API cost exceeds GPU rental, see the deployment guide