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AI Legal Research Assistant Cost Calculator

A legal research assistant retrieves the most relevant passages from your case and statute library and asks a model to synthesise a grounded answer with citations. Cost splits between a one-time embedding of the corpus and the per-query generation.

Worked example

A RAG assistant over 50K cases/statutes, answering 300 research queries a day.

$128.86/month
+ $3.58 one-time ingestion · $0.0143 per query

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

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Result
$128.86/month
+ $3.58 one-time ingestion · $0.0143 per query
Total chunks
350,000
Ingestion (one-time)
$3.58
Vector storage
2.40 GB
Storage / month
$0.6008
Per query
$0.0143
Queries / month(300/day)
$128.26
Total / month
$128.86

Why this number isn't obvious

The headline people fixate on is the per-query model cost, but for a large library the one-time embedding and ongoing vector storage matter too. Retrieval also means a mid-tier model usually suffices, because the retrieved passages — not the model's memory — carry the law.

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

Does RAG reduce hallucinated case law?+

It grounds answers in retrieved passages and enables citations, which reduces fabrication — but you must still verify every cite. Treat the assistant as a research accelerator, not an authority.

What drives the monthly cost most?+

Query volume and answer length. Embedding the corpus is a one-time cost; after that you mostly pay per query, so daily research volume is the lever to watch.

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