How We're Different
Most tools weigh whether a case has merit. MedMalPredict shows what cases like yours have paid, how often they paid, and which factors moved the number.
280,000+
Resolved malpractice claims
2004–2026
Two decades of outcomes
All 50
States and U.S. territories
Seconds
From case details to report
Long before discovery closes, someone has to put a number on the case: the client deciding whether to proceed, the carrier setting a reserve, the mediator testing both sides. Where that number comes from matters.
The usual question
“Does this case have merit?”
Answered by reading one file: the records, the timeline, and whether the standard of care was met.
The question we answer
“What have cases like this one actually paid?”
Answered by outcomes: more than 280,000 resolved claims, matched on state, practitioner, allegation, and injury severity.
Each approach has real strengths, and the strongest teams use more than one. This compares approaches, not companies, so you can match the right tool to each stage of a matter.
| Comparison point | Gut Feel and Attorney Experience | A Single Expert's Opinion | AI That Reads Uploaded Records | MedMalPredict |
|---|---|---|---|---|
| What it is based on | One person's past cases and instincts. | One expert's training, knowledge, and review of the file. | A general-purpose language model reading the records in one case file. | More than 280,000 historical malpractice outcomes from 2004 to 2026, across all 50 states and U.S. territories. |
| What you get | A view of value and risk, often unwritten. | A professional opinion on the facts, often on standard of care or causation. | A summary of the records and a view on merit, depending on the tool. | Payment probability, a low, expected, and high payout range, similar-case context, and optional human factors, in a downloadable PDF report. |
| Consistency | Varies from person to person. | Varies from expert to expert. | Varies by tool. Ask the vendor how repeat runs compare. | The same inputs on the same engine version give the same result. |
| Speed | Immediate. | Depends on the expert's schedule. | Depends on the tool and the size of the file. | Results in seconds after you enter case details. |
| Cost to get an answer | Attorney time. | Expert fees. | Varies by vendor. | First prediction free for a limited time. Then $2,500 for one prediction, or $1,500 to $2,000 each in 5-packs and 12-packs. |
| Best use | Fast first reactions from people who know the field. | Testing liability and causation, and testifying at trial. | Organizing and summarizing large medical records. | Setting a data-based benchmark for value and payment odds, at intake, before mediation, and when setting reserves. |
A medical record tells you what happened to one patient. It cannot tell you what juries and carriers paid when the same thing happened to thousands of others.
That is the gap MedMalPredict closes. Our Hooper Engine™ compares your case with more than 280,000 historical malpractice outcomes, accounting for the state, the practitioner's license type, the allegation, and the severity of the injury.
Every result shows which case factors had the most influence, so the numbers arrive with their reasoning, ready to explain to a client, a claims committee, or a mediator.
Outcome data does not replace a close reading of the facts. It gives that reading a benchmark. A strong expert opinion and a clear view of what similar cases paid work best together.
“[A] whole calling may have unduly lagged in the adoption of new and available devices. … [T]here are precautions so imperative that even their universal disregard will not excuse their omission.”
The likelihood that a case with your profile resolves with any payment at all.
Low, expected, and high values, adjusted to current dollars.
How many similar cases exist, how they were paid, how long they took to resolve, and how your state compares to the national median.
Optional scoring for pain and suffering, loss of lifestyle, family impact, and jury appeal: the dimensions historical data alone cannot capture.
Plaintiff counsel, defense counsel, risk managers, and carriers can all work from the same benchmark, which is what makes it useful in a negotiation.
Know the odds of payment and the likely range before you commit years of time and expert fees to a matter.
Size up exposure early and walk into mediation with a benchmark grounded in what comparable cases paid in your state.
Evaluate exposure across many open claims at once, and see how the same type of event plays out from one state to the next.
Support claims review and reserve setting with a payment probability and payout range for every file.
Your first prediction is free for a limited time. Enter the details of a real matter and receive the full report in seconds.
Predictions are statistical estimates and do not constitute legal advice.
