Your Explanation of Benefits is one of the most powerful documents in medical billing — and one of the most widely ignored. Most people glance at it, assume it's just a receipt from their insurance company, and set it aside. That's a mistake. Your EOB is where billing errors get caught, where denials get identified, and where the case for negotiation gets built.
What is an EOB?
An Explanation of Benefits is a statement from your health insurance company that explains how they processed a medical claim. It is not a bill. It does not mean you owe that amount. It's your insurer's report showing what was billed, what they allowed, what they paid, and what — if anything — is your responsibility.
You should receive an EOB for every claim your insurance processes. They come by mail or through your insurer's online portal, typically within a few weeks of your visit.
The difference between an EOB and a bill is one of the most important concepts in medical billing. For a deeper breakdown, see our guide on itemized bills vs. EOBs.

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Every section of an EOB explained
Claim information
At the top of your EOB, you'll find identifying information: your name and member ID, the provider's name, the date of service, and a claim number. Keep the claim number — you'll need it if you call your insurer to ask questions.
Billed amount
This is what the provider charged — the chargemaster rate. It is almost always higher than what anyone actually pays. Think of it as the opening number in a negotiation between your provider and your insurer.
Allowed amount (negotiated rate)
This is the amount your insurer has agreed to pay for the service, based on their contract with the provider. For in-network providers, this is significantly lower than the billed amount — often 40–70% less. This is what the entire claim is calculated from.
Plan paid / Insurance paid
This is what your insurance actually paid to the provider. It's the allowed amount minus your share (deductible, copay, coinsurance).
Your responsibility / Patient responsibility
This is the amount you owe — after the insurance discount and the insurance payment. This is the number you should compare against the bill the provider sends you. If the provider bills you more than this amount, something is wrong.
Deductible applied
If you haven't hit your annual deductible yet, some or all of the allowed amount will be applied toward it and listed as your responsibility. Once you hit your deductible, your insurance starts sharing costs more substantially.
Copay and coinsurance
A copay is a flat fee you pay per visit ($20, $50, etc.). Coinsurance is a percentage of the allowed amount you pay after your deductible is met (e.g., 20% after a $1,000 deductible). Your EOB will show which applies and how much.
Adjustment / Write-off
This is the difference between what the provider billed and what the insurer allowed. The provider contractually agrees to write off this amount for in-network patients. You do not owe the write-off amount — and any provider who tries to collect it is violating their contract with your insurer.
Remark and denial codes
If part of the claim was denied or adjusted, the EOB includes codes explaining why. These appear as letter/number combinations (CO-4, PR-96, OA-23, etc.).
The three numbers that matter most
When you open your EOB, these are the only three numbers you need to focus on first:
- Allowed amount — This sets the ceiling. Everything is calculated from here.
- Plan paid — What your insurance covered.
- Your responsibility — What you actually owe. This should match the bill from your provider.
If your responsibility on the EOB does not match what the provider is billing you, stop and investigate before paying anything.
How to read denial codes
Denial codes tell you why a service wasn't covered. Common codes to know:
- CO-4 — The service requires a modifier that wasn't included
- CO-50 / CO-57 — The service was denied as not medically necessary
- CO-97 — The service was included in another service already billed
- PR-1 — Your deductible applies to this service
- PR-96 — Non-covered charge; this service isn't in your plan
- OA-23 — Prior authorization was required and not obtained
Most CO codes mean the provider made an error or omission. If you see CO codes, ask the provider to correct and resubmit the claim before assuming you owe anything. PR codes typically mean you owe the amount — they're your plan's cost-sharing rules at work.
EOB vs. the bill you received
The most important exercise: put your EOB and your provider bill side by side and compare them.
- Does the date of service match?
- Does the provider name match?
- Does the patient responsibility on the EOB match the amount due on the bill?
- Are there any services on the bill that don't appear on the EOB? (This can mean the claim wasn't submitted to insurance yet)
If the provider is billing you more than the EOB says you owe, call the billing department with your claim number and EOB in hand. They may have made an error — or the claim may not have been processed correctly.
Red flags to watch for
- Services you don't recognize — Could be a billing error or, in rare cases, fraud
- Out-of-network processing for in-network care — The provider may have submitted incorrectly, or you may have rights under the No Surprises Act
- Multiple EOBs for the same visit — Normal if multiple providers billed; make sure totals are consistent
- Denials without clear reason codes — Call and ask for clarification before accepting the denial
- Provider billing more than EOB patient responsibility — Potentially illegal balance billing
When something doesn't add up
If your EOB and your bill don't match, or if you see denials you don't understand, Agent Loop investigates the discrepancy, identifies what's wrong, and fights to get it corrected. Our clever fox has navigated thousands of billing disputes — and knows exactly what to look for. No savings, no fee.
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