Use-case preset
Earnings call summarization cost calculator
Full earnings transcript in; key takeaways and financial figures out.
A full earnings call transcript runs 30–50 pages. The job is to extract key takeaways, revenue figures, guidance changes, and notable analyst questions. The 95/5 ratio holds: transcript in, structured summary out. At 64k context you can fit even the longest transcripts without chunking.
Batch processing is the natural fit — results are needed within hours, not seconds. Cached prompt percent is near zero since each transcript is unique. Runs are typically scheduled post-market-close, so throughput rather than latency governs infrastructure choices. Cost scales directly with transcript count: at $1/M input tokens and 20k average transcript length, 500 calls/quarter is roughly $10 in input costs. Model accuracy on financial figures and proper nouns matters most — test extraction recall on a sample set before scaling.