Use Case

Batch classification cost calculator

Estimate large asynchronous labeling jobs where throughput matters more than latency.

Default workload

These presets are meant to shorten planning time, and you can edit every assumption in the calculator below.

Lowest-cost model

Gemini 2.5 Flash Lite

Balanced model

Gemini 2.5 Flash

Monthly active users

1,500

Optimization ideas

Practical ways to reduce cost or improve reliability for this workload.

  • Use batch mode wherever the provider offers a meaningful discount
  • Keep labels and instructions tight so each row carries less token overhead

Calculator

Start from the preset, then tune it to your own workload.

Workload preset
Model

Estimated monthly spend

$300

Gemini 2.5 Flash · Google Gemini

Cost per request

$0.000333

Cost per user / month

$0.20

Cost per day

$10.00

Annual run rate

$3,600

Requests / month: 900,000

Effective input price: $0.15 / 1M

Effective cached input price: $0.015 / 1M

Effective output price: $1.25 / 1M

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