Free tools
AI cost tools from TryTokka
Plan spend with free calculators, then monitor live multi-provider bills with Scout alerts.
- LLM token counterPaste a prompt, get an approximate token count and list-rate cost. Runs in your browser — free, no signup.
- LLM API cost calculatorEstimate OpenAI and Claude spend from tokens. Shareable ?model=&in=&out= links — free, no signup.
- OpenAI vs Claude cost comparerSide-by-side GPT vs Claude cost for the same token profile. Shareable ?oa=&cl=&in=&out= links.
- Monthly AI spend projectorTurn daily request volume into a rough monthly budget number. Shareable URL included.
- Multi-model batch cost estimatorRank several OpenAI and Claude models for one shared batch token profile.
- AI API spike risk estimatorEstimate extra cost on a spike day vs baseline, plus a suggested Scout threshold.
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