Industry data puts average denial rates between 5% and 15% of claims, and — this is the number that should worry you — most denied claims are never reworked at all. Every unworked denial is full revenue lost, and even successfully reworked ones cost roughly $25 each in staff time across touches, calls, and resubmissions. This calculator applies that rework cost to every denial you generate (whether or not it ultimately gets worked), because the moment a claim denies, someone has to at least triage it — the "recovery rate" field is what separates the denials you fully chase down from the ones that get written off after that first look.
A practice billing 800 claims a month at a $120 average value, with a 12% denial rate and a 40% recovery rate on denials, at $25 rework cost each:
| Denial rate | Rating |
|---|---|
| Under 5% | Excellent — top-quartile billing operations |
| 5–10% | Average — room to tighten front-end verification |
| 10–15% | High — systemic eligibility, coding, or auth problems |
| Over 15% | Critical — treat as an operational emergency |
A healthy practice runs below a 5% denial rate with a 60%+ recovery rate on what does deny. If your numbers in this calculator produced an uncomfortable figure, the two levers are prevention (eligibility checks, scrubber edits, coding specificity — see our denial code library) and disciplined rework of everything appealable using our free appeal letter generator.
The dollar figure above is a floor, not a ceiling. Denials carry costs that don't fit neatly into a spreadsheet cell:
This is why denial prevention consistently outperforms denial recovery as a strategy — recovering a denial gets you back to where you should have started; preventing it never costs you the delay, the labor, or the goodwill in the first place.
The calculator above treats every denial the same way, but your recovery odds do not. A soft denial is temporary and reversible: missing information, a coding error, an eligibility mismatch, a needed attachment. Correct it, resubmit or appeal, and the money arrives. A hard denial is final: the service was not covered, the filing deadline passed, or authorisation was never obtained before the fact. That revenue is written off permanently.
The practical difference is where you spend effort. Reworking a denial is not free — industry estimates put the administrative cost of appealing a single claim in the region of 25 to 118 US dollars once staff time, follow-up calls and documentation are counted. On a low-value claim the rework can cost more than the claim is worth, which is why practices with high denial volumes need to triage rather than appeal everything.
The number that should worry you most is not the denial rate but the share you never rework at all. A meaningful proportion of denied claims are simply abandoned, and every abandoned claim is a hard denial by default regardless of whether it started as a soft one. Multiply your abandoned volume by your average claim value and you have the real cost of denials at your practice — usually far larger than the figure people expect.
Related tools: A/R Aging Analyzer · Denial Rate Calculator · Appeal Letter Generator · All free tools
Reviewed by Hassan Raza Awan, Founder — 4+ years of hands-on U.S. medical billing experience. General billing information — verify against current CMS guidance and your payer contracts.
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