AI cost calculators by use case

AI cost depends entirely on the workload, not a single per-token price. At default assumptions, a vision / multimodal runs about $9.80 a month while batch processing runs about $104, each on the best-value model for that shape. Your real cost moves with token mix, call volume, retries, and caching, so open the matching use-case calculator and enter your own numbers. These are list prices; verify the provider source before production billing decisions.

Model your own workload - Enter your tokens, volume, retries, and caching →

Typical monthly cost by AI workload

Each common workload at its default volume, priced on the best-value model the ranking engine recommends. Your real cost moves with your token mix and volume.

Typical monthly AI cost by workload
Use caseRecommended modelCalls / monthEst. monthly cost
Customer chatbotStep 3.5 Flash50,000$13.50
Coding agentGPT OSS 120B8,000$40.32
RAG over docsDeepSeek V4 Flash30,000$30.24
Batch processingStep 3.5 Flash100,000$104
Vision / multimodalMiMo-V2.520,000$9.80

AI cost calculators by use case. ByteCosts. Updated July 9, 2026. https://bytecosts.com/use-cases/

Sources

Machine-readable