How we compare QME report software

By Ahmed Jemaa, Co-Founder and CEO of Medrecords AI. Updated 2026-11-12.

Limits: We read each vendor's own pages and the DWC regulations on 2026-11-12 and did not test any product with real records. Prices change, and nothing here is legal or billing advice.

The 8 steps we score against

Scheduling and the QME 110 notice; record intake; the page count; history and exam; drafting; DWC forms; service; billing and collection. We chose them because each has its own DWC rule or clock (8 CCR 34, 35.5, 36, 38, 9793, 9794, 9795), and because no product covers all 8. A product "covers" a step when its own pages say it does the work; "partly" when it sells the step as a separate service or add-on, or does only part of it.

Where the facts come from

• Search results: the Google top 10 for "best qme report software" and 4 close searches, pulled 2026-11-12 through a SERP data service. We read every result that was about QME work.
• Vendors: each vendor's pricing, product or home page, read 2026-11-12 and linked in every table row. When the extraction service timed out, we downloaded the page directly and noted it in our research file.
• Rules: 8 CCR 34, 35.5, 36, 38, 9792.5.5, 9793, 9794, 9795 and 10682 from dir.ca.gov, and the DWC forms page, all read 2026-11-12. We could not load Labor Code 4628 from the Legislature's site that day, so we cite the regulation that refers to it and link the statute.
• Medrecords AI: its public pricing file and site index, read 2026-11-12. No internal data.

We publish no ratings, reviews, testimonials or user counts. Where a vendor quotes its own customers or performance figures, we leave them out.

How we work out cost per report

1. Take the published price on the vendor's page that day.
2. Apply it to a synthetic case: an initial ML201 evaluation with a 1,400-page record set, 280 of them exact duplicates (synthetic, no real patient).
3. Spread monthly or annual fees over the evaluations in that period, at 4, 15 and 60 evaluations a month.
4. Bill all 1,400 pages on tools that bill uploaded pages, and 1,120 on Medrecords AI, which bills deduplicated pages.
5. Leave out tax, mailing, rush fees and staff time, and say so beside each table.

The calculator on the checklist page runs the same arithmetic on your numbers. It doesn't calculate record-review billing under the fee schedule.

What we did not do

We did not upload records to any product, ours included, or measure speed or error rates. A cell that says a tool fills QME 110 means the vendor says so. Before you buy, print the form from a test case and compare it with the DWC blank. Nothing here is legal or billing advice.

How we handle owning Medrecords AI

This site is published by Medrecords AI, which makes 1 of the products it covers. That is a conflict of interest. We don't claim to be neutral; we follow these rules instead:

• Medrecords AI appears as "(ours)" in every table and list, with the same columns as every other product.
• We never call it the best overall. We name the cases where another product costs less or fits better, including QME Copilot at high volume on a Mac and OctopusLM for thin files.
• Links to medrecords.ai sit only on the Medrecords AI page and in boxes marked as ours, and carry a tag so we can see which visits came from here.
• Every other outside link carries a nofollow attribute.
• Any vendor can send a correction to aj@medrecords.ai. Confirmed corrections go live within 2 business days, whether or not they help us.

How often we recheck

Prices and form lists are rechecked at least every 45 days, and every page shows its last update. The DWC changes forms and fees by regulation, and vendors in this market changed prices between our 2026-11-08 and 2026-11-12 reads (SimpleExam's pricing page, for one), so treat any row older than 45 days with care.