Federal Sentencing Guidelines Loss Calculation Under U.S.S.G. § 2B1.1

In a federal fraud case, the amount of financial loss attributed to a defendant can have a major impact on the recommended sentence.

Under U.S.S.G. § 2B1.1, fraud and other economic offenses can receive substantial increases in the offense level based upon the amount of loss. A relatively small difference in the loss calculation can sometimes move a defendant across a Guidelines threshold and significantly increase the advisory sentencing range.

For that reason, defense counsel should not automatically accept the loss figure contained in the Presentence Investigation Report or advocated by the government.

One particularly important rule involves money returned to a victim before the offense was detected.

The current Sentencing Guidelines expressly provide that qualifying money or property returned to a victim before detection must be credited against loss. The Seventh Circuit’s decision in United States v. Peterson, 823 F.3d 1113 (7th Cir. 2016) demonstrates how important that rule can be: a $300,000 repayment made before discovery of the fraud reduced the Guidelines loss and required resentencing.

Federal criminal defense attorney Michael J. Petro has more than 35 years of criminal defense experience representing individuals in federal fraud, financial crime, and sentencing matters.

Why Loss Matters in Federal Fraud Sentencing

Section 2B1.1 applies to many federal economic offenses, including various fraud and theft crimes.

The guideline begins with a base offense level and then applies specific offense characteristics.

One of the most important is the loss enhancement.

As the amount of loss increases, additional offense levels are added. Because the federal Sentencing Table uses both the offense level and criminal history category to determine the advisory imprisonment range, an incorrect loss calculation can produce an incorrectly elevated Guidelines range.

The defense should therefore treat loss calculation as a sentencing issue requiring independent investigation and legal analysis.

The Current Definition of Loss Under § 2B1.1

The Sentencing Commission amended § 2B1.1 effective November 1, 2025.

Under the current guideline, loss is generally the greater of actual loss or intended loss.

“Actual loss” means reasonably foreseeable pecuniary harm resulting from the offense.

“Intended loss” means the pecuniary harm the defendant purposely sought to inflict and can include intended harm that would have been impossible or unlikely to occur.

The Commission moved these definitions into the guideline itself as part of the 2025 amendment.

That makes it important to determine not only what victims actually lost, but also what financial harm the defendant purposely intended to cause.

Actual Loss Versus Intended Loss

Actual loss and intended loss are different concepts.

Actual loss focuses on financial harm that actually resulted from the offense and was reasonably foreseeable.

Intended loss focuses on the pecuniary harm the defendant purposely sought to cause.

Consider a fraudulent loan application seeking $1 million.

If the lender discovers the fraud before advancing any money, the actual loss may be zero. But depending upon the circumstances, the government may argue that the defendant intended to cause a much larger financial loss.

Conversely, the face amount of a transaction does not automatically establish the defendant’s intended loss.

The defense should examine what financial harm the defendant actually intended to cause.

The Court Need Only Make a Reasonable Estimate

Loss calculations do not always involve perfect mathematical precision.

The Guidelines permit the sentencing court to make a reasonable estimate of loss based upon the available information.

But “reasonable estimate” does not mean that the government can simply select a large number without evidentiary support.

The factual basis for the estimate remains important.

Defense counsel should examine:

• Financial records
• Bank statements
• Loan documents
• Victim records
• Contracts
• Payments
• Refunds
• Returned property
• Collateral
• Services actually provided
• Transaction histories
• Government spreadsheets
• PSR calculations

The methodology can be as important as the final number.

Credits Against Loss

One of the most important provisions in § 2B1.1 is the rule governing credits against loss.

The current guideline provides that loss is reduced by qualifying:

• Money returned
• Fair market value of property returned
• Services rendered

by the defendant or persons acting jointly with the defendant to the victim before the offense was detected.

This can substantially change the Guidelines calculation.

But timing is critical.

Money Returned Before Detection Can Reduce Loss

Suppose a defendant improperly obtains $900,000 but returns $400,000 before anyone discovers the offense.

Depending upon the facts and the applicable Guidelines provisions, that $400,000 may qualify as a credit against loss.

The resulting loss calculation could therefore be substantially lower than the total amount initially obtained.

That distinction can change the applicable offense-level enhancement.

The Sentencing Commission’s current loss primer recognizes that failure to properly credit qualifying value returned before detection can constitute reversible error.

What Does “Detection” Mean?

The Guidelines provide a specific definition for determining when an offense is detected.

The time of detection is the earlier of:

• The time the offense was discovered by a victim or government agency; or
• The time the defendant knew or reasonably should have known that the offense was detected or was about to be detected by a victim or government agency.

That means the analysis is not necessarily based upon the date of arrest, indictment, search warrant, or first interview by federal agents.

Detection can occur considerably earlier.

Repayment After Detection Is Different

This creates one of the most important dividing lines in fraud sentencing.

Repayment before detection may reduce Guidelines loss.

Repayment after detection generally does not qualify for that particular credit against loss.

For example, suppose a defendant receives $500,000 through fraud.

Before the victim discovers the offense, the defendant voluntarily returns $200,000.

That repayment may qualify as a credit.

Now change the facts.

Suppose the victim discovers the fraud, confronts the defendant, and the defendant then returns $200,000.

The repayment may still be highly relevant to restitution, acceptance of responsibility, mitigation, or the § 3553(a) sentencing analysis, but it generally does not receive the same credit against loss under this provision.

The timing matters.

United States v. Peterson

The Seventh Circuit’s decision in United States v. Peterson provides an excellent example.

Christian Peterson operated businesses involving scrap-foam material and real-estate development.

His criminal prosecution involved bank fraud, false statements to financial institutions, money laundering, and pension theft.

One part of the case involved a $300,000 wire transfer from Marshall & Ilsley Bank to the MGM Grand casino in Las Vegas.

Peterson had represented that the money would not be used for personal purposes. Instead, he used the funds to pay gambling debts.

The Original Loss Calculation Exceeded $1 Million

At sentencing, the district court calculated a total loss of $1,116,169.

That consisted of:

• $300,000 associated with the M&I wire transfer
• $816,169 associated with another loan

Under the Guidelines in effect at Peterson’s sentencing, that total produced a 16-level loss enhancement.

But there was a problem.

Peterson had repaid the $300,000 wire transfer in full before his fraud was detected.

The Government Conceded the $300,000 Should Be Deducted

On appeal, the government conceded that Peterson’s repayment occurred before the fraud was detected.

The Seventh Circuit therefore deducted the $300,000.

Instead of $1,116,169, the correct loss was $816,169.

Under the Guidelines then applicable to Peterson, that reduced the loss enhancement from 16 levels to 14 levels.

The Seventh Circuit vacated his sentence and remanded the case for resentencing.

That is a significant result arising from what might initially appear to be a relatively straightforward accounting issue.

Peterson Shows Why the PSR Should Be Independently Checked

A Presentence Investigation Report often contains a proposed loss amount.

The probation officer may rely upon information supplied by:

• Prosecutors
• Investigative agents
• Victims
• Banks
• Accountants
• Government spreadsheets
• Trial evidence

But the PSR’s number is not automatically correct.

The defense should independently determine:

What amount was actually lost?

What amount was intended?

What money was returned?

When was it returned?

When was the offense detected?

What property was returned?

What legitimate services were provided?

Was collateral available?

Does a special loss rule apply?

Peterson demonstrates why those questions can matter.

Returned Property Can Also Reduce Loss

The credit is not limited to cash.

The Guidelines also recognize the fair market value of property returned to the victim before detection.

Suppose property worth $200,000 is wrongfully obtained but returned before the offense is discovered.

Depending upon the circumstances, the value of the returned property may reduce the loss calculation.

Valuation can then become another disputed issue.

The parties may disagree about:

• Fair market value
• Condition of the property
• Date of valuation
• Depreciation
• Whether the property was actually returned
• Whether the victim received meaningful economic value

Those factual questions can materially affect sentencing.

Legitimate Services Can Reduce Loss

The Guidelines also recognize the value of services rendered to the victim before detection.

This can be especially important in fraud cases where a transaction was not entirely fictitious.

For example, a defendant may have obtained payment through false representations but nevertheless delivered some legitimate goods or services.

The Guidelines calculation may require consideration of the actual economic value the victim received.

The defense should therefore resist a simplistic assumption that every dollar paid by the victim automatically equals loss.

The specific facts and applicable special rules must be examined.

Fraudulent Services Cases Can Be Complicated

Cases involving health care, government programs, contracting, or professional services can present particularly difficult valuation issues.

The government may contend that the entire amount paid represents loss.

The defense may argue that legitimate services had economic value and should be recognized.

The result can depend upon:

• Whether services were actually provided
• Whether they were medically necessary
• Whether they were legally reimbursable
• Whether the fraud infected the entire transaction
• Whether the services had measurable value
• Whether a special Guidelines rule controls

These cases require analysis of the particular type of fraud rather than simply applying a generic repayment rule.

Collateral Can Reduce Loss

Section 2B1.1 contains a separate credit rule for collateral pledged or otherwise provided by the defendant.

In an appropriate case, loss can be reduced by the amount the victim recovered from disposition of the collateral by sentencing.

If the collateral has not yet been disposed of, the Guidelines generally look to its fair market value at sentencing under the applicable rule.

This is especially important in:

• Mortgage fraud
• Bank fraud
• Fraudulent loan cases
• Secured lending cases

The value of real estate or other collateral can dramatically affect the loss calculation.

Mortgage Fraud Loss Requires Careful Analysis

Consider a fraudulent mortgage loan.

The government should not necessarily treat the entire original loan balance as the final Guidelines loss without considering the applicable rules.

If the lender forecloses and recovers value from the property securing the loan, that recovery may affect the loss calculation.

Issues may include:

• Original loan amount
• Payments made
• Outstanding principal
• Foreclosure proceeds
• Property value
• Timing of disposition
• Other recoveries

The correct calculation can require detailed financial analysis.

Insurance Payments Usually Do Not Eliminate the Loss

Suppose a fraud victim loses $500,000 but an insurance company reimburses the victim.

That generally does not mean Guidelines loss becomes zero.

The economic loss has ordinarily shifted from the original victim to the insurer.

The Sentencing Commission’s 2026 Loss Primer explains that insurance reimbursement generally is not excluded from loss because it merely transfers the loss to another victim—the insurance company.

This is different from the defendant returning money to the victim before detection.

Restitution and Guidelines Loss Are Not Necessarily the Same

Another common mistake is assuming that the Guidelines loss amount must equal the restitution amount.

They are related concepts, but they serve different legal purposes and are governed by different rules.

Guidelines loss is used to calculate the advisory offense level under § 2B1.1.

Restitution generally seeks to compensate victims for qualifying actual losses caused by the offense.

As a result, the numbers may differ.

For example, intended loss can affect the Guidelines even though money the defendant merely intended to obtain may not represent an actual compensable restitution loss.

Defense counsel should therefore calculate restitution and Guidelines loss separately.

Gain Is Not Automatically the Same as Loss

The amount a defendant gained from an offense is also not necessarily the same as the victim’s loss.

Under the current § 2B1.1 framework, gain may be used as an alternative measure when there is a loss but that loss reasonably cannot be determined.

The government therefore should not automatically substitute the defendant’s gross receipts or gain for a provable loss calculation merely because the gain figure is larger or easier to establish.

The applicable Guidelines rule must be satisfied.

Intended Loss Requires Proof of Intent

Because the current guideline uses the greater of actual or intended loss, intended loss can become extremely important.

But intended loss is not simply the maximum conceivable financial harm associated with the scheme.

The current definition focuses on the pecuniary harm the defendant purposely sought to inflict.

That makes the defendant’s purpose important.

Relevant evidence may include:

• Communications
• Transaction records
• Loan applications
• Statements
• Business plans
• Ability to perform
• Repayment history
• Conduct during the scheme
• Amounts actually requested
• Amounts the defendant attempted to obtain

A large theoretical exposure does not necessarily establish that the defendant intended to cause that amount of loss.

The 2025 Amendment Matters

The Sentencing Commission made an important structural change to § 2B1.1 effective November 1, 2025.

The Commission placed the loss definitions and related rules directly into the guideline rather than leaving these core provisions solely in commentary.

The guideline now expressly states that loss is the greater of actual or intended loss and defines both concepts.

For current sentencing proceedings, counsel should therefore use the current version of § 2B1.1 rather than relying upon older cases or older Guidelines manuals without checking whether the relevant language has changed.

The Loss Table Can Produce Large Sentencing Changes

The practical significance of loss litigation comes from the structure of § 2B1.1.

As loss passes specified thresholds, additional offense levels are added.

This means a relatively modest change in the loss calculation can sometimes move the defendant from one loss bracket to another.

Peterson is a perfect example.

The $300,000 credit did not merely change an accounting number.

It moved Peterson below a Guidelines threshold and reduced his offense level enough that the Seventh Circuit vacated the sentence.

The Defense Should Identify the Next Loss Threshold

One practical sentencing strategy is to determine where the government’s proposed loss falls relative to the next lower Guidelines threshold.

Suppose the government’s calculation is only slightly above a threshold.

A successful objection involving:

• Returned money
• Property
• Legitimate services
• Collateral
• Duplicated transactions
• Incorrect victim calculations

could potentially reduce the offense level.

That makes it important to understand not only the total amount disputed but also where that amount falls on the § 2B1.1 loss table.

Loss Should Not Be Double Counted

Complex fraud investigations may involve numerous accounts and transfers.

Money can move from:

• Victim to defendant
• One defendant account to another
• Business account to personal account
• One financial institution to another

The same money should not automatically become additional economic loss merely because it was transferred multiple times.

The defense should trace transactions and determine whether the government’s spreadsheet inadvertently counts the same economic harm more than once.

This can be particularly important in money-laundering cases associated with an underlying fraud.

The Government’s Spreadsheet Should Be Tested

Large federal fraud cases frequently involve spreadsheets prepared by investigators or forensic accountants.

A spreadsheet can look authoritative while still containing questionable assumptions.

Defense counsel should ask:

• Where did each number come from?
• Is each transaction supported by a source document?
• Are refunds included?
• Are repayments included?
• Are legitimate transactions separated from fraudulent ones?
• Are transfers between accounts double counted?
• Are losses attributed to the correct defendant?
• Does the calculation use actual loss or intended loss?
• Were credits applied?
• When was the offense detected?

The final total is only as reliable as the methodology used to produce it.

The Defendant Can Object to the PSR Loss Calculation

The PSR will ordinarily identify the proposed § 2B1.1 loss enhancement and explain the probation officer’s calculation.

If the defense disagrees, counsel can make a formal objection.

A useful objection should identify more than a generalized disagreement with the amount.

It should explain:

• What part of the calculation is incorrect
• Why it is incorrect under § 2B1.1
• What evidence supports the defense position
• What the correct loss should be
• What offense-level enhancement should apply

Where appropriate, financial records or expert analysis can support the objection.

Loss Can Be Litigated at Sentencing

If the parties cannot resolve the dispute, the district court may need to determine loss at sentencing.

Evidence may include:

• Witness testimony
• Financial records
• Agent testimony
• Expert testimony
• Business records
• Victim evidence
• Stipulations
• Trial evidence

The court then makes the factual and legal findings necessary to determine the applicable Guidelines range.

A substantial loss dispute therefore should be prepared as a sentencing issue, not treated merely as a mathematical disagreement with probation.

Repayment After Detection Still Matters

Even when repayment occurs too late to qualify for the § 2B1.1 credit against loss, it can still be important at sentencing.

For example, post-detection repayment may demonstrate:

• Acceptance of responsibility
• Efforts to repair harm
• Remorse
• Financial sacrifice
• Rehabilitation

It may also affect restitution.

And it may support an argument under the sentencing factors contained in 18 U.S.C. § 3553(a).

The fact that repayment does not reduce the formal Guidelines loss calculation does not make it irrelevant to the ultimate sentence.

Guidelines Loss Is Only Part of Federal Sentencing

The Sentencing Guidelines are important, but they are advisory.

After calculating the correct Guidelines range, the district court must consider the statutory sentencing factors under § 3553(a).

That means a defense sentencing presentation should not end with the loss calculation.

The court may also consider:

• Defendant’s history and characteristics
• Nature of the offense
• Actual harm to victims
• Restitution
• Acceptance of responsibility
• Rehabilitation
• Deterrence
• Protection of the public
• Need to avoid unwarranted sentencing disparities
• Other mitigating circumstances

A successful Guidelines objection can reduce the advisory range, while a strong § 3553(a) presentation can explain why the appropriate sentence should be lower still.

The Lesson From United States v. Peterson

United States v. Peterson demonstrates why the loss calculation in a federal fraud case deserves careful attention.

Peterson’s sentencing court included a $300,000 transaction in the total loss.

But Peterson had repaid that money before the fraud was detected.

The government ultimately conceded the repayment should have been credited.

Once the $300,000 was deducted, Peterson fell into a lower loss bracket.

The Seventh Circuit vacated his sentence and ordered resentencing.

The lesson remains important under the current Guidelines:

Do not assume that the amount initially obtained through fraud is necessarily the final Guidelines loss.

Money returned, property returned, services provided, collateral, timing of detection, and other circumstances can materially affect the calculation.

Experienced Federal Fraud Sentencing Attorney

Michael J. Petro has more than 35 years of criminal defense experience representing individuals facing serious federal criminal investigations and prosecutions.

In a federal fraud case, determining the correct loss amount under U.S.S.G. § 2B1.1 can substantially affect the advisory sentencing range. The government’s calculation, the PSR calculation, and the legally correct Guidelines calculation are not necessarily the same.

A careful defense should independently analyze actual loss, intended loss, credits against loss, repayment timing, returned property, legitimate services, collateral, restitution, and the evidence supporting the government’s calculations.

If you are facing sentencing for federal fraud, bank fraud, wire fraud, mail fraud, health care fraud, or another economic offense, contact federal criminal defense attorney Michael J. Petro to discuss the Sentencing Guidelines and the calculation of loss.