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 $2.67 a month while batch processing runs about $33.18, 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.
| Use case | Recommended model | Calls / month | Est. monthly cost |
|---|---|---|---|
| Customer chatbot | Ministral 3B (latest) | 50,000 | $3.80 |
| Coding agent | Ministral 3B (latest) | 8,000 | $12.16 |
| RAG over docs | Qwen3.7 Flash | 30,000 | $7.46 |
| Batch processing | Qwen3.7 Flash | 100,000 | $33.18 |
| Vision / multimodal | Qwen3.7 Flash | 20,000 | $2.67 |
AI cost calculators by use case. ByteCosts. Updated August 22, 2026. https://bytecosts.com/use-cases/