Medical records summary software: features and prices of 25 products

By Ahmed Jemaa, Co-Founder and CEO of Medrecords AI. Updated 2026-11-14.

Limits: We read vendor websites, not contracts or invoices, and we didn't run the products on a shared test file: a "Not stated" cell means the vendor's pages didn't say, and quoted prices can differ.

Which medical records summary software should you buy?

Buy on 3 things, in this order: whether every line of the summary cites its source page, what a file of your usual size costs, and whether the vendor signs a BAA for the plan you'll actually pay for. Features beyond those 3 matter less than buyers expect, because most products now offer a chronology, a summary and some way to ask the file questions. Price and contract terms are where the 25 products differ most. The tables below show both, with the source page and capture date in every row.

What the top Google results leave out

On 2026-11-12 we pulled the Google results for "medical records summary software" and 3 close searches ("medical record summary software", "ai medical record summary software", "medical records summarization software pricing"), then read the ranking pages. What we found:

• The results are written for law firms. Casefleet, InPractice, Dodonai, Wisedocs, Superinsight, CaseMark, Eve, Expert Institute, EvenUp and DigitalOwl all rank, and almost every page pitches personal injury attorneys. None is written for a physician who reviews records for an IME, a peer review or a standard-of-care opinion.
• The 2 listicles with prices are already out of date. A Tavrn guide (pricing "verified August 2026") lists CaseMark at $100 a user a month; CaseMark's pricing page on 2026-11-12 shows $25 plus 1 cent a page, capped at $100 a record set. A Superinsight pricing guide ("as of September 2026") lists Chronos at $39 to $49 a case with a 5-case pack; the Chronos pricing page now sells 20- and 30-case packs at $47 and $40 a case. Both guides are vendor blogs that rank their own product.
• Nobody works out what a file costs. Prices come in 6 different units (per page, per billable page of about 400 tokens, per case, per record set, per user, per month with an allowance). No ranking page converts them to the same file.
• No page lets you weight what matters to you. Every list is ranked by its author. If you care more about a BAA than about chat, you have to redo the ranking yourself.

This site does those 4 things: it lists 25 products with dated sources, converts every published price to the cost of the same synthetic file, separates "Not stated" from "No", and gives you a picker that reranks the matrix with your weights.

The short matrix: 25 products, 5 columns that split them

These 5 columns separate the products most. The full set of 10 columns is on the feature matrix, prices in full are on the pricing matrix, and contract terms are on the security and terms page.

"Yes" means the vendor's own website says so. "Not stated" means we didn't find it on the pages listed in the source column, which is not the same as "No". "Partly" means a condition applies; the note on the feature matrix says which.

What 1 file costs at each vendor's published price

To compare prices in different units, we priced the same synthetic file everywhere: 2,000 uploaded pages, of which 400 are exact duplicates (a fax sent twice, the same imaging report filed by 2 providers). For each vendor we took the cheapest published way to process that 1 file, counting the whole purchase. A 1,000-page prepaid pack bought to run a 600-page file counts as the pack price, because that's the cash that leaves your account.

3 things stand out. First, capped and per-case prices pull ahead as files grow: at 2,000 pages CaseMark charges $45 and Chronos $159 (its monthly plan with 3 cases), while per-page and monthly-plan tools charge $124 to $340, and at 5,000 pages the gap widens. Second, subscription minimums dominate small files: MediScan's cheapest plan is $169 a month whether you run 500 pages or 1,200. Third, how a vendor bills duplicates moves the bill by 20% on our test file, because 20% of its pages repeat. OctopusLM's FAQ says duplicates are billed; Medrecords AI's pricing says they never are; most vendors don't say.

The full table at 500, 2,000 and 5,000 pages, the monthly cost at 3 volumes, and a calculator for your own numbers are on the cost per file page.

Picks by buyer, with the catch for each

General HIPAA chat tools (Hathr AI, BastionGPT) are in the matrix because physicians ask about them. They sign a BAA and cost $20 to $75 a user a month, but their sites don't describe page citations, chronologies or duplicate handling, so they sit in a different category from record summary software.

How to read the matrix without being misled by it

A feature matrix built from vendor websites has 3 blind spots. Know them before you shortlist.

1. "Not stated" is a question, not an answer. Of the 25 products, 14 don't say on the pages we read whether they offer a BAA. Some of them probably do. Email the vendor, and ask for the BAA and the plan it covers in writing.
2. "Yes" is the vendor's claim. We read websites; we didn't run the products on a shared test file. A "Yes" under page citations tells you the vendor says it cites pages, not how often the cited page holds the fact.
3. Columns hide conditions. IME Coach's cited Ask AI starts on the $749 plan. CaseMark's BAA comes with monthly plans, not pay-as-you-go. Casefleet charges extra for its BAA, on annual accounts only. Those conditions are in the notes column of the feature matrix and on the security and terms page.

5 things that change the bill more than the rate

Buyers compare the headline rate. The bill depends on these 5 terms, which sit in FAQs and footnotes.

1. Whether duplicates are billed. Record productions repeat pages: the same lab report from 2 facilities, records sent twice. If 20% of a file is duplicate, a tool that bills them costs 25% more per useful page than one that doesn't. Medrecords AI states that exact duplicates are never charged. OctopusLM states they are billed. InPractice hides exact duplicates but doesn't say whether hidden pages count.
2. What a "page" is. Dodonai bills credits per billable page of about 400 tokens and says it "may differ from a physical PDF page". A dense typed page can run 2 billable pages; a near-blank fax cover sheet runs less than 1. Ask for the billed count on a file you already know.
3. Per-case page limits. InjuryMgmt caps a case at 3,000 pages and 100 MB. A 5,000-page file has to be split, which also splits the chronology. Chronos and CaseMark state the opposite: unlimited pages per case, and a cap of $100 up to 25,000 pages.
4. Minimum purchase and commitment. Dodonai sells annual plans only ($300 a year at the bottom). Chronos sells 20- and 30-case packs, or a $159 monthly plan. MediScan's plans are monthly with a page allowance. If you run 3 files a year, the minimum matters more than the per-page rate.
5. Seats and add-ons. Seat-priced tools (Casefleet, NexLaw, Abstractive Health) charge per user whatever the volume. Casefleet charges $10 a GB a month for storage over 5 GB and an extra fee for a BAA. Per-page and per-case tools in the matrix don't state seat fees.

Which features matter for a physician's record review

The matrix has 10 columns. For a physician who signs an opinion, 4 of them carry the weight:

• Page citations. You will check the lines your opinion rests on. A citation turns that check into a click; without one, you search the PDF. 16 of 25 products state page citations, and 2 more state them for some outputs only.
• Duplicate handling. Duplicates cost money on per-page plans and cost reading time on every plan. Only 5 products state that they find duplicates, and only 1 states that duplicates are free.
• A BAA for your plan. If you are a covered entity or work for one, a vendor that holds the records is a business associate. The question is not "do you sign BAAs" but "which plan includes it, at what price".
• No training on your files. 8 products state that customer files don't train models. The rest don't say either way on the pages we read.

Chat over the file, export formats and report drafting are useful, but they rarely decide a purchase. Weight them yourself in the picker; the default weights follow the order above.

How the 25 products were chosen and checked

We started from every product named in the Google results for the 4 searches above, added the products that the 2 ranking listicles name, and added clinical and general HIPAA tools that physicians ask about. We excluded record retrieval services and human review firms, which sell a service, not software. For each product we read the pricing page, the main product page and, where one exists, the security page, between 2026-11-12 and the capture date in each row. Full details are on the methodology page, including how we handle the fact that we sell 1 of the 25 products.

Questions buyers ask about medical records summary software