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AI E-Discovery Document Classification Cost Calculator

E-discovery means triaging huge document sets for relevance and privilege. Each document is a short classification call, but a review set runs to hundreds of thousands or millions of documents, so tiny per-call costs compound fast.

Worked example

Classifying 50,000 documents a day (~2.5K tokens each) into responsive/privileged buckets.

$0.000447 per request
~$670.50/month at 50,000 requests/day

Computed at today's verified prices (28 July 2026). Adjust the inputs below for your own numbers.

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Result
$0.000447 per request
~$670.50/month at 50,000 requests/day
Input cost
$0.000375
Output cost
$0.0000720
Per request
$0.000447
Per day
$22.35
Per month
$670.50

Why this number isn't obvious

This is the opposite of contract review: outputs are tiny (a label), so the flagship model rarely earns its premium. At this volume the cheapest competent model wins decisively, and a 5x price difference per call becomes a five-figure difference on a single matter.

For cost estimation only — not legal advice. Confirm client-confidentiality and privilege obligations before sending matter data to any third-party model.

Frequently asked questions

Is a budget model safe for privilege screening?+

Use AI as a first-pass filter that a human confirms, never as the final privilege call. A cheaper model is fine for triage; keep attorney review on anything flagged sensitive.

Why does per-call price matter so much here?+

Because you make one call per document and a review set can be millions of documents. A fraction of a cent per call multiplied by millions is the whole budget.

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Estimates for planning, not a quote. Pricing data last reviewed 28 July 2026.