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How Often Do Federal Judges Go Below Sentencing Guidelines? A Case Study

How often do federal judges go below sentencing guidelines? Our client faced 12-18 months for federal tax fraud. He got two years of probation.

Justin Paperny

Founder White Collar Advice · July 18, 2026

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“I’m still taking it in because I never thought this could happen. I did everything you said, I’ve been on every webinar and I have a site on Prison Professors. I took tax classes. I did everything I could do and they seen the type of person I was and not for the crime that I committed.”

Charge: Aiding and assisting in the preparation of false income tax returns. 26 U.S.C. 7206(2). District of Connecticut.

Service: Sentencing narrative, character reference letter strategy, Prison Professors profile, PSR preparation.

Outcome: Guidelines range 12 to 18 months. The judge gave two years of probation.

Clyde Gibson faced a guideline range of 12 to 18 months in federal prison on a federal tax fraud count in Connecticut. His own attorney told him he was going to federal prison. The judge gave him two years of probation. The difference was the record he built in the ten months between his plea and sentencing.

The Email

After sentencing, he sent us an email.

That last sentence is the point. Judges see hundreds of defendants a year who say they are sorry. They see very few who show it in a timestamped documented record.

Our client, to his credit and proving his work ethic and drive, built that record. His attorney was the first to say he was surprised.

What the Government Had

He prepared tax returns out of his home in Hartford, Connecticut. Between 2018 and 2022, 96 to 99 percent of the returns he filed had refund rates the IRS called abnormally high.

An undercover agent posed as a client, handed Gibson a W-2 and nothing else. He prepared a return claiming a computer repair business with $4,500 in expenses and a $3,000 capital loss carryover. The government said $126,000 understated the actual loss, that it had audio and video from the undercover operation, and that if he declined the pre-indictment plea it would seek more counts and a higher loss figure.

Guidelines under the plea: offense level 13, criminal history category I, 12 to 18 months, plus $126,000 restitution to the IRS. His attorney told him he was going to prison.

What He Was Told and What He Did Instead

He called us. Not instead of his attorney. In addition to his attorney, because he understood he had to build his own record, a record that asks the government to take the totality of his lfie into consideration.

His attorney handled the law. We helped him build the record.

His attorney was not wrong to be cautious. A $126,000 tax loss, a guilty plea to a federal count, guidelines calling for 12 to 18 months: probation is not the expected outcome. Federal judges go below the guidelines more often than most defendants expect, but only when the record gives them a reason. I admire him for building the record slowly, steadily.

What He Built

He attended every Tuesday webinar. Every one. He built a Prison Professors profile. He enrolled in tax compliance courses and documented completion. He identified volunteer work and executed it, not as a sentencing tactic but as a documented, timestamped commitment that predated his sentencing date.

If you want to understand what that work looks like in practice, our free probation report course walks through the framework Gibson used.

He assembled 13 character letters. Three came from his children, and the judge singled those out at sentencing. His account: "You have to read them. They did an amazing job."

Before the PSR interview, the probation officer read his sentencing narrative. He had downloaded the relevant guidelines material and prepared for the questions. Afterward, the probation officer told him the narrative was good; in seventeen years of doing this work, we have rarely heard a probation officer volunteer that.

At sentencing, the prosecution requested a guidelines sentence but conceded on the record that he was not a threat, that it did not expect him to reoffend, and that a lesser sentence might be warranted. A prosecutor handing the defense that language is doing part of the defense's work.

The Outcome

Charge

Aiding and assisting false tax returns, 26 U.S.C. 7206(2)

Court

District of Connecticut

Guidelines range

12 to 18 months

Restitution

$126,000 to the IRS

Sentence imposed

Two years of probation

Federal prison

None

Halfway house

None

Federal Tax Fraud Sentencing: What Tax Preparers Need to Know

The IRS Criminal Investigation division targets tax preparers by pattern. Refund rates. Schedule C anomalies. Loss amounts that repeat across unrelated clients. Dependent claims taxpayers disavow. These are the data points that open an investigation and become the evidence at a reverse proffer.

If you have received a target letter, a grand jury subpoena, or if agents have shown up at your door, the government has been building its case for months. You are starting from nothing, actually you're in the hole.

Simply said, he did the work. He asked people in his community to write letters for him, including his children. He took courses related to learn, he wrote his life story that showed why he was a candidate for leniency. He built a Prison Professors profile so that every asset existed in a single, timestamped place.

Our webinars are free. Prison Professors is free. The courses are free. Our free probation report course covers the framework Gibson used to prepare for his PSR interview. The framework is free.

His attorney told him he was going to prison. On the guidelines, that was the right call. He spent the next months building the record that helped him earn a different outcome.

Frequently Asked Questions

How often do federal judges go below sentencing guidelines?

According to U.S. Sentencing Commission data, roughly half of federal sentences fall below the guidelines range when government-sponsored departures are included. Judges who vary downward on their own, as happened in his ’s case, do so when the record justifies it. Character letters, a sentencing narrative, documented community service, a probation officer who tells the court the defendant came prepared: these are the variables that influence a judge. Gibson’s guidelines called for 12 to 18 months. He received two years of probation.

What sentence do federal tax preparers receive for filing false returns?

Under 26 U.S.C. 7206(2), the statutory maximum is three years per count. The guidelines range depends on tax loss. A loss of $126,000 with no prior criminal history and acceptance of responsibility puts a defendant at offense level 13, with a range of 12 to 18 months. Judges can go below or above that range. He did. Most defendants do not build a record that gives them the opportunity.

What is a reverse proffer and what does it mean if I have been invited to one?

A reverse proffer is a meeting in which the government presents the evidence it has assembled against you, to persuade you to accept a pre-indictment plea rather than go to trial. If you have been invited to one, the government has probably built a substantial case. It views the meeting as doing you a favor. Have a federal defense attorney present. Understand that everything said in that room is a evidence that government will use against you.

Can a federal tax fraud case result in probation instead of prison?

Yes. It requires a guidelines range that permits downward variance, a clean criminal history, and a sentencing record that gives the judge a factual basis to go below the guidelines. That record does not appear on its own. He had character letters, documented community service, compliance coursework, a sentencing narrative the probation officer commented on before the PSR interview, and a Prison Professors profile housing all of it in one place. In other words, he created assets that did not previously exist.

My attorney says I am going to prison. Is there anything I can do?

Your attorney is looking at the law. The law may well point toward prison. What your attorney may not be accounting for is the record you build between now and sentencing. The difference was the record he built. Your attorney does not build that record. You do.

Is it too late to start if I have already pleaded guilty?

No. The period between plea and sentencing is when the record gets built. That is when the probation officer does the PSR interview, when character letters get drafted and submitted, when the sentencing narrative is written. He pleaded guilty and then did the work (it sounds so cliche: did the work), but sometimes it is that simple. The work is what changed the outcome.

What is the difference between 26 U.S.C. 7206(1) and 7206(2)?

Section 7206(1) covers filing a false return for yourself. Section 7206(2) covers aiding and assisting someone else in filing a false return, which is the charge most applicable to tax preparers. Both carry a three-year statutory maximum per count. The elements for 7206(2) require the government to prove the defendant aided in preparing the return, the return contained materially false information, and the defendant knew it was false and acted willfully.

What is a downward departure in federal sentencing and how does it differ from a variance?

A downward departure is a reduction from the guidelines range based on specific grounds recognized in the guidelines themselves, such as substantial assistance to the government. A variance is a reduction the judge imposes based on the broader factors under 18 U.S.C. 3553(a), including the defendant’s history, the nature of the offense, and the need to avoid unwarranted disparities. He received a variance. The judge looked at the record he had built and concluded the guidelines range overstated what was necessary. Variances are granted when the defendant gives the judge something documented and specific to point to.

What does a probation officer look for at sentencing?

The probation officer writes the presentence report the judge reads before imposing sentence. They are looking for truthfulness, accountability, and evidence that the defendant has done something between the offense and the sentencing date. A defendant who walks into the PSR interview with a written narrative, documented volunteer work, and completed coursework gives the probation officer material to work with. His probation officer told him the narrative was good. That is not a common response. It reflected ten months of building the officer could study.

What are the 3553(a) factors and how do they affect my sentence?

18 U.S.C. 3553(a) requires federal judges to consider several factors when imposing sentence: the nature and circumstances of the offense, the history and characteristics of the defendant, the need for the sentence to reflect the seriousness of the offense, the need to deter criminal conduct, and the need to protect the public. Judges are not required to sentence within the guidelines range. They can go below it when the 3553(a) factors support a shorter sentence. His documented record gave the judge factual support under those factors for a sentence of probation on guidelines that called for 12 to 18 months in prison.

Written by

Justin Paperny

Founder White Collar Advice