Rossum vs Nanonets in 2026: Which Handles Freight and Carrier Invoices Better?
Rossum and Nanonets both extract data from invoices without per-vendor templates, but they are sold to different buyers. Rossum is an accounts payable platform first, with a validation screen built for an AP clerk, approval routing, and exception queues, and its published Starter plan begins around 18,000 dollars a year with everything above it quote-based. Nanonets is an API-first document AI platform that you assemble into your own workflow, and its current pricing is credit and usage based rather than a single fixed tier, which makes it cheaper to start and harder to forecast at volume.
Scored head to head
| Criteria | Rossum | Nanonets | Freight Invoice to Excel |
|---|---|---|---|
| Accuracy | 9.0 | 9.0 | 8.5 |
| Format / output | 8.0 | 8.5 | 9.0 |
| Speed | 8.0 | 8.0 | 9.5 |
| Ease | 7.0 | 7.5 | 9.5 |
| Price | 5.5 | 6.0 | 10.0 |
| Privacy | 7.5 | 7.5 | 9.5 |
| Overall | 8.4 | 8.6 | 9.1 |
Scores from our full 2026 comparison, out of 10. Between the two, Nanonets scores higher overall.
Pick Rossum if
Pick Rossum if freight bills are part of a real AP function: multiple approvers, a review queue someone sits in every day, three-way matching against a rate confirmation or PO, and an ERP that needs clean posting. Reviewers consistently praise its review interface and support, and it is the stronger choice when the people touching invoices are finance staff rather than engineers.
Price: ~Enterprise pricing, quote-based (as of 2026)
Pick Nanonets if
Pick Nanonets if you have developer capacity and want extraction as a service you call from your own TMS, freight audit tool, or internal dashboard. It handles varied carrier layouts well, starts far below Rossum's entry commitment, and its per-run credit model suits teams whose volume is uneven month to month.
Price: ~Subscription, typically from ~$500/mo (as of 2026)
The bottom line
Rossum wins on the workflow around the data and Nanonets wins on flexibility and cost of entry. Both share the same two complaints in user reviews: setup takes longer than the demo suggests, and blurry or badly scanned documents still need human review, so budget time for tuning either one. Rossum's price is the real dividing line, since a business auditing a few hundred freight bills a month will struggle to justify an annual contract sized for tens of thousands of documents. If your actual need is simply getting every charge line, PRO number, lane, and weight out of a stack of carrier PDFs and into a spreadsheet you can audit, our free Freight Invoice to Excel converter does that in the browser with no contract, though it does not replace either platform's API workflows or approval routing.
- ✓Free tier, no signup to try
- ✓One row per charge line — audit-ready
- ✓Reads any carrier layout, scans included — no templates
- ✓Files processed and deleted, never stored
Free, no signup. Or see the full ranking of all 6 tools.