Nanonets vs Rossum vs Hyperscience: Real AI Document Processing Cost per Invoice
The short answer
Nanonets' pricing page states $0.02, $0.10 and $0.30 per block run and says a typical invoice workflow of 4–6 blocks costs under $2, but gives no per-invoice price; its billing documentation counts extraction per page, formatting per field or row and export per page, so an invoice's cost depends on its page count, line items and workflow steps, and this article states no per-invoice Nanonets cost. Rossum publishes one number: Starter from $18,000 a year, unlimited seats, one-year minimum; its document ceiling and overage rate are not published. Hyperscience is quote-only. Adding review at 15% of documents and $1.00 per reviewed document (illustrative assumptions) adds $0.15 per document, which is 37.5% of a $0.40 platform cost, 15% of $1.00 and 8.3% of $1.80, the illustrative cost levels used below.
What each vendor publishes
| Nanonets | Rossum | Hyperscience | |
|---|---|---|---|
| Price | $0.02 (simple: formatting, routing, export), $0.10 (standard AI: classification, validation), $0.30 (complex AI: data extraction, generative AI) per block run; up to 40% volume discount; Growth by quote | Starter from $18,000/year; Business, Enterprise and Ultimate by quote; overage billed per additional page (rate not published) | Not published |
| Credits | $50 in starting credits with no card, then $100 a month for 100 credits; credits are shared across the team and never expire; no platform fees or seat licenses (Nanonets' pricing page) | Not applicable | Not applicable |
| Billing unit | Per block run: import per file, data extraction per page, formatting per field or table row, lookups per row, export per page, validation per approval stage; retries are not charged (Nanonets billing documentation, last updated June 2025) | Annual document volume and field complexity (reported) | Not published |
| Deployment | Not itemized | Not itemized | Reviewers report about 4 months to implement and about 11 months to payback; semi-structured extraction training reportedly needs at least 400 labeled samples |
What is and is not confirmed about invoice pricing on Nanonets
| Item | Status |
|---|---|
| A block is one workflow step; each execution is one run; total cost = runs × block price | Stated on Nanonets' pricing page |
| $0.02 simple, $0.10 standard AI and $0.30 complex AI per run; a typical invoice workflow runs 4–6 blocks and costs under $2; up to 40% volume discount | Stated on Nanonets' pricing page |
| What counts as one run: import per file, extraction per page, formatting per field or row, export per page, validation per stage | Stated in Nanonets' billing documentation (last updated June 2025); its worked examples there use unit rates (import $0.01, export $0.03) that differ from the pricing page's current tiers, so no documentation example is used as a current price |
| ERP and database integrations | Listed under the quote-based Growth plan on the pricing page; SAP, Oracle and Salesforce connectors are Enterprise premium blocks |
| Which steps a given invoice workflow includes, the invoice's page count and its number of line items | Not stated; depends on the workflow and the invoice |
| Credit tiers behind the up-to-40% discount | Not published |
Because the workflow steps, the invoice's page count and its line-item rows are not known, no per-invoice Nanonets figure is stated as a vendor price.
Illustrative platform-cost levels
The levels below are arithmetic illustrations, not vendor costs: $0.40 is four blocks at the published $0.10 rate, $1.80 is six blocks at the published $0.30 rate (the ends of the vendor's own 4–6 block guidance), and $1.00 is an assumed midpoint; each assumes every block runs once per document, which the run-counting rules above do not guarantee. Review is 15% × $1.00 = $0.15 per document (illustrative).
| Documents per month | At $0.40 per document | At $1.00 | At $1.80 | Review at 15%, $1.00 each | Rossum Starter, if it covered the volume |
|---|---|---|---|---|---|
| 10,000 | $4,000 | $10,000 | $18,000 | $1,500 | $1,500 ($0.15 per document) |
| 100,000 | $40,000 | $100,000 | $180,000 | $15,000 | $1,500 ($0.015) |
| 1,000,000 | $400,000 | $1,000,000 | $1,800,000 | $150,000 | Not established |
Rossum's Starter tier does not publish a document ceiling, so its per-document figures are arithmetic only and do not show that the plan covers those volumes.
Break-even
Rossum's $1,500 a month equals Nanonets at an illustrative $0.40 per document for 3,750 documents ($1,500 ÷ $0.40), at $1.00 for 1,500 documents and at $1.80 for 833 documents, all subject to Starter covering the volume. Review overtakes Rossum's platform cost when touched documents exceed 1,500 a month, which is 10,000 documents at a 15% touch rate. Review is 37.5% of the $0.40 level, 15% of $1.00 and 8.3% of $1.80.
What the advertised price misses
Per-block prices are not per-document prices. Failed and low-confidence documents are reviewed manually; under Nanonets' documented counting rules, multi-page files and line items multiply runs (extraction per page, formatting per row); and implementation is real cost. Rossum was acquired by Coupa in 2026 (reported), and any renewal terms follow the contract.
Sources
Checked 28 September 2026, USD. Nanonets: nanonets.com/pricing and consumption-based billing documentation (last updated June 2025). Rossum: ERP Research, 11 Aug 2026, Floowed, 25 Jun 2026. Hyperscience: G2 pricing insights.