Who actually decides your credit score?

Private companies build the scores lenders use. FICO is one, and VantageScore, owned by the three credit bureaus, is the other. Lenders choose which score to use. For many mortgages, a federal agency sets which scores are allowed.

Business & Economy · 2026-10-16

No government agency writes the formula. In the US, the scores lenders use are products sold by private companies. One is FICO, a company listed on the stock exchange. The other is VantageScore, owned by the three credit bureaus that hold the data both scores are built from. The lender chooses which score to buy, so the number in your app is often not the one the lender sees. Government comes in at one point. For home loans sold to Fannie Mae and Freddie Mac, the two big mortgage buyers, a federal agency decides which scores lenders may use.

You have more than one credit score

Ask most people who sets their credit score and they will picture a single official number, kept somewhere by some public body. There is no such number. The US consumer finance regulator says it plainly : "You have more than one credit score." Scores can be calculated from different data held by different credit reporting companies, or at different times. Lenders also use different scores for different kinds of loans.

The free score in a phone app is often a different product from the one a lender buys. Credit Karma, one of the best known free apps, says its scores come from a model called VantageScore 3.0, using data from two of the three big credit bureaus, Equifax and TransUnion. A card issuer or a mortgage lender may be looking at a FICO score built on another formula, from a different mix of files. The regulator also warns that some sources give out an "educational" score instead of one a lender would actually use.

So the real question is not what your score is. It is who builds these numbers, who buys them, and who decides which one counts.

Two private companies make the scores

The best known score comes from Fair Isaac Corporation, the company behind the name FICO. It was founded in 1956, has traded on the New York Stock Exchange since 1987 under the ticker FICO, and is based in Bozeman, Montana. Its credit score is a product it licenses for money, and it sells other software as well.

The main rival, VantageScore, was created in 2006 by Equifax, Experian and TransUnion, the three nationwide credit bureaus, as a joint venture. The three still own it together, though VantageScore describes the company as independently managed. The bureaus are private companies too. They collect the records of who borrowed what and whether they paid it back, and that file is the raw material for both FICO and VantageScore.

That makes the arrangement unusual. The bureaus supply the data FICO's score is calculated from, they have long sold FICO scores to lenders, and they jointly own the company that competes with FICO. No government agency writes either formula. Government comes in at a different point. It sets rules on credit reports, and for loans sold to the two big mortgage buyers, Fannie Mae and Freddie Mac, a federal agency decides which scores are accepted. That covers a major part of the US mortgage market, so the agency sets the menu even though it does not write the recipe.

The credit bureaus sit on three sides of the score · Roles held by Equifax, Experian and TransUnion in US credit scoring · The three credit bureaus · Supply the data · Sell FICO scores · Own the rival · FICO and VantageScore are both built from the bureaus' files · They have long sold FICO scores to
Roles held by Equifax, Experian and TransUnion in US credit scoring

The lender is the customer, not you

The main buyers of credit scores are lenders. A bank deciding whether to approve a card, a car loan or a mortgage pays for the score it wants, from the model and version it has chosen. People can also buy their own scores directly, and some apps hand them out free, but that is a side market.

The lender also decides what the score means for the application. It sets the cutoffs and weighs the score alongside anything else it looks at. The score feeds the decision. It does not make it.

In mortgages the money passes through several hands. FICO charges the bureaus, and trade press reports put that wholesale fee at $4.95 per score, a figure FICO's own announcement does not give. The bureaus then charge the specialist resellers that combine reports from all three bureaus for the lender. FICO itself says that before October 2025 the bureaus charged those resellers about $10 per score on average. The borrower usually meets the cost at the end, as a credit report fee in their closing costs.

So the person being scored is neither the one who designs the score nor the one who picks it. Lenders pay for the score, they use it, and the cost often comes back to the borrower.

The borrower often pays for a score they did not choose · How the price of a mortgage credit score is passed along in the US · FICO · Credit bureaus · Resellers · Lender · Borrower · Charges the bureaus, reported at $4.95 per score · Charged resellers about $10 per score on average · Combine reports
How the price of a mortgage credit score is passed along in the US

What goes into a FICO score, by FICO's own account

FICO publishes a rough breakdown of what its scores weigh. Payment history counts for 35 percent, amounts owed for 30, length of credit history for 15, new credit for 10 and the mix of credit types for 10. All of it comes from the credit report. Income, savings and job title are not part of the score, though a lender may look at them separately when it decides.

FICO attaches a caveat to these numbers. It says the percentages are for the general population and may be different for different credit profiles, and that the effect of any single factor cannot be measured without looking at the whole report. They describe how the formula leans on average. They do not show how any one person's number will move. Other models, VantageScore among them, publish different weightings, so no single breakdown applies to every score.

Payment history weighs most, by FICO's own account · Rough weight of each factor in FICO scores, in percent, as FICO publishes it · Payment history · Amounts owed · Length of history · New credit · Credit mix · 35% · 30% · 15% · 10% · FICO says these weights apply to the general population and can d
Rough weight of each factor in FICO scores, in percent, as FICO publishes it

The mortgage fight that shows who decides

For decades, a loan sold to Fannie Mae or Freddie Mac needed a FICO score, specifically the older versions known as Classic FICO. Their regulator, the Federal Housing Finance Agency (FHFA), had a plan to change that. Lenders would have had to deliver two newer scores, FICO 10T and VantageScore 4.0, and pull reports from two bureaus instead of three. In January 2025 that plan was postponed to a date to be determined.

On July 8, 2025, FHFA Director Bill Pulte announced a different route. Lenders could use either Classic FICO or VantageScore 4.0. Reports from all three bureaus would still be required, and the two-bureau plan was dropped for the time being. On April 22, 2026, Fannie Mae and Freddie Mac began accepting VantageScore 4.0, at first only from a small group of large lenders. Press reports put the group at about 21, a figure Pulte gave at a press conference. In early September 2026, Pulte directed that VantageScore 4.0 be opened to every approved lender. Trade press and VantageScore date that directive to September 3, while FHFA's own record dates the change itself to September 9, when the requirement for prior written approval was removed. On September 30, the two mortgage buyers adjusted their upfront fees so that a loan costs the same under either score.

Two things have not changed yet. FICO 10T is approved but, according to FHFA, not currently eligible for delivery. A credit report from all three bureaus is still required. Industry reports say Pulte wrote on social media in early September that the agency was seriously considering allowing a report from two bureaus, but FHFA has issued no rule on it so far. In practice, each lender now chooses which score its mortgage applicants are judged on, but only from the menu FHFA has approved.

VantageScore 4.0 was opened to mortgages in steps · FHFA and mortgage buyer decisions on credit scores, January 2025 to September 2026 · Jan 2025 · Jul 8, 2025 · Apr 22, 2026 · Sep 2026 · Sep 30, 2026 · Two-score plan postponed · Lenders may use Classic FICO or VantageScore 4.0 · Accepted from a sma
FHFA and mortgage buyer decisions on credit scores, January 2025 to September 2026

FICO goes around the bureaus

Regulators are not the only ones changing the rules. On October 1, 2025, FICO announced a Mortgage Direct License Program. It lets the resellers that assemble mortgage credit reports calculate FICO scores themselves, without buying them through the three bureaus. FICO offered two prices. One is $4.95 per score plus $33 per borrower per score when the loan is funded. The other is a flat $10 per score. Lenders that prefer to keep buying through the bureaus can still do so.

The bureaus answered quickly, and not all in the same way. On October 7, 2025, Equifax called FICO's $10 option a "monopoly-like doubling" and offered VantageScore 4.0 mortgage scores at $4.50 through the end of 2027. TransUnion offered VantageScore 4.0 at $4 per score in 2026, and free to lenders that also bought a FICO score. In March 2026, after Pulte had publicly criticized their pricing, the bureaus went further. TransUnion and Experian set the price at $0.99 per score. Equifax's own filing from that month gives its price as $1, which Equifax says it will hold through the end of 2027. On September 29, 2026, TransUnion said it would keep its $0.99 price through December 2028, and keep the score free with a FICO purchase.

Underneath the numbers is an argument over who stands between the formula and the lender. FICO wants to sell its score without passing through the bureaus. The bureaus want lenders to switch to the score they own. Each side describes its own move as a saving for borrowers. These are dated offers from the companies themselves, and none of them shows how much, if any, of the saving reaches the person taking out the loan.

Bureaus cut their VantageScore price to about a dollar · Offered price of a VantageScore 4.0 mortgage score, in US dollars per score · First answer to FICO · March 2026 · Equifax · TransUnion · 4.5 · 4 · 1 · 0.99 · These are the companies' own dated offers. The article does not show how much of the
Offered price of a VantageScore 4.0 mortgage score, in US dollars per score

Other countries split the job differently

In Germany the best known credit bureau, SCHUFA, is also a private company. Germany's competition authority describes it as a credit bureau that rates the creditworthiness of individuals and businesses, with shares held by banks, savings banks and other businesses, especially retailers. So some of the lenders who use its ratings are also among its owners.

In the UK there is no single official credit score either. The country's data protection regulator names three main private agencies that hold the files, Equifax, Experian and TransUnion, and says those agencies do not tell lenders whether to offer credit. The lender decides. The number in a UK app is the agency's own guide, not a verdict the lender is bound by.

A product, a customer, and the person being scored

In the US, a credit score is not a public verdict. It is a product with a maker, a price and a customer. FICO and VantageScore make it from data the bureaus hold. The lender chooses which version to buy and decides what the number means for a loan. For mortgages sold to Fannie Mae and Freddie Mac, a federal agency decides which versions are allowed at all. Three different parties make three different decisions. The person whose name is on the report is the one being measured, and has no say in which measure is used.

Three parties decide, and the person scored does not · Who decides what about a US credit score · Who · What they decide · FICO and VantageScore · Lender · FHFA · Person scored · How the score is built from bureau data · Which score to buy and what it means for a loan · Which scores are allowed for
Who decides what about a US credit score
Who actually decides your credit score?Who actually decides your credit score?No government agency writes the formula. · In the US, the scores lenders use are products sold by private companies : FICO, and VantageScore, owned by the three credit bureaus. · ※ credit bureaus : private companies that collect records of who borrowed what and whether they paid it backThe credit bureaus sit on three sides of the score · They supply the data FICO's score is calculated from · They have long sold FICO scores to lenders · They jointly own VantageScore, the rival to FICOThe number in your app is often not the one the lender sees. · Credit Karma says its scores come from VantageScore 3.0. A card issuer or a mortgage lender may be looking at a FICO score built on another formula.The lender is the customer, not you. · The lender chooses which score to buy and decides what it means for a loan. In US mortgages, the borrower usually meets the cost as a credit report fee in their closing costs.The agency sets the menu. · For loans sold to Fannie Mae and Freddie Mac, lenders now choose between Classic FICO and VantageScore 4.0, but only from the menu the Federal Housing Finance Agency has approved. · ※ Fannie Mae and Freddie Mac : the two big mortgage buyersWho · What they decide · FICO and VantageScore · Lender · FHFA · Person scored · How the score is built from bureau data · Which score to buy and what it means for a loan · Which scores are allowed for these mortgages · No say in which measure is used · Three parties decide, and the person scored doSources 26 : consumerfinance.gov · CFPB : Where can I get my credit score?, creditkarma.com · Credit Karma : Why credit scores differ between credit reporting agencies, stockanalysis.com · Stock Analysis : Fair Isaac Corporation company profile + 23Read the full story at · polora.ai

Who actually decides your credit score?

Alpha · claude-sonnet-5-5

Alpha: what I checked, and what the manuscript needs to change The premise stands. No government agency writes the scores lenders use. Private firms build them. A federal agency, the FHFA, only decides which scores Fannie Mae and Freddie Mac will accept. 1. VantageScore is still jointly owned by the three bureaus. Confirmed. - VantageScore's own lender FAQ calls it an independent joint venture of Equifax, Experian and TransUnion. It says VantageScore Solutions, LLC holds the intellectual property. - A VantageScore press release dated within the last 36 days says the same: "VantageScore is an independent joint venture company owned by Equifax, Experian and TransUnion." - A HousingWire article on Equifax's earnings call says VantageScore is jointly owned by Equifax, Experian and TransUnion. - Caveat: VantageScore calls the venture "independently managed". The manuscript's phrase "a joint venture that they run together" slightly overstates how much control the bureaus have day to day. Ownership is shared, but VantageScore describes its management as independent. 2. Pricing and dates. Partly confirmed, with one correction. - Equifax's $1 price through 2027 is support…

Beta · gpt-6-sol

Beta: the manuscript’s premise stands, but “who decides” has several answers. In the US, creditors supply account information; credit bureaus hold reports; scoring companies design formulas; and a lender chooses which score to use and how to use it. There is no single official score. The CFPB confirms that scores differ by reporting company, formula, loan type and calculation date—and that a score shown to a consumer may not be the one a lender uses. (consumerfinance.gov) Here is what I could check directly: - FICO’s published factors are correctly stated: payment history 35%, amounts owed 30%, length of history 15%, new credit 10%, and credit mix 10%. FICO explicitly says these are *general-population* proportions, not a way to calculate the effect of a change on an individual’s score. Income and job title are not inputs to a standard FICO score, though lenders may consider them separately. Addresses: https://www.myfico.com/credit-education/whats-in-your-credit-score and https://www.myfico.com/credit-education/credit-scores/whats-not-in-your-credit-score/ ([myfico.com](…

Gamma · gemini-3.1-pro

Gamma: checking the remaining claims and the overall premise The premise stands. Private companies build the credit scores, while federal guidelines and individual lenders ultimately decide which of those scores actually get used. Here is what I verified regarding the manuscript's outstanding claims: * The 21-lender rollout (April 2026): Confirmed. During an April 22, 2026 press conference, FHFA Director Bill Pulte announced that Fannie Mae and Freddie Mac were beginning to accept VantageScore 4.0 immediately through an initial rollout or "pilot" involving about 21 of the largest lenders. (Source: Inside Mortgage Finance, https://www.insidemortgagefinance.com) * The September 3, 2026 two-bureau remark: Confirmed. Director Pulte stated that the agency was "seriously considering bi-merge" (allowing reports from two bureaus instead of three). This was stated in posts on X (formerly Twitter) in early September 2026, not in an official FHFA rule update. (Source: Mortgage Professional America, https://www.mpamag.com) * The March 2026 bureau price cuts: Confirmed. On March 9, 2026, TransUnion announced it was dropping the standalone price of a VantageScore 4.0…

Researcher · claude-haiku-5-5

Researcher: checks against the live web, this round I ran three searches this turn. A fourth was blocked by the search limit, so several items below remain unchecked. I have no view on the question itself. 1. Premise: private firms build the scores, and FHFA sets which ones Fannie Mae and Freddie Mac accept. The Fannie Mae page records that on July 8, 2025, lenders were allowed to use either VantageScore 4.0 or Classic FICO through the tri-merge requirement (https://singlefamily.fanniemae.com/originating-underwriting/credit-score-models). The Alston Consumer Finance summary describes the same choice (https://www.alstonconsumerfinance.com/fhfas-credit-score-models-and-reports-initiative/). The premise holds for the mortgage case. It does not hold as a general claim about all US lending, which this round did not test. 2. VantageScore ownership. A HousingWire article on TransUnion's pricing says VantageScore is jointly owned by TransUnion, Equifax and Experian (https://www.housingwire.com/articles/transunion-vantagescore-price-cut/). That is one secondary source. I did not confirm the VantageScore press release or 10-K wording that Alpha cites. 3. Pricing: the manusc…

The Arbiter · gpt-6-sol

The voices agree on a distinction worth keeping in view for the verdict: making a score, choosing which score counts, and deciding whether to lend are different jobs. Their principal challenge to the manuscript is its opening “No government agency does”: that describes who *makes* the scoring formulas, but risks obscuring FHFA’s power to limit the choices for loans sold to Fannie Mae and Freddie Mac. FHFA’s own policy page confirms that lenders can currently choose Classic FICO or VantageScore 4.0 under its rules, while FICO 10T is not yet eligible for delivery. (fhfa.gov) I directly checked two points left open in the Researcher’s turn. FICO’s page gives the manuscript’s 35/30/15/10/10 breakdown and explicitly limits it to the general population; it says an individual factor’s effect cannot be measured without the full report. Equifax’s March 2026 filing states its VantageScore 4.0 mortgage price was $1 then. That is stronger evidence for the manuscript’s Equifax figure than the conflicting secondary report, though it does not establish every later price. Addresses read: https://www.myfico.com/credit-educa…

The Arbiter's Final Verdict · gpt-6-sol

Verdict In the US, no single person or agency decides “your credit score.” Creditors supply information, private credit bureaus hold the reports, and scoring companies such as FICO and VantageScore design the models that turn report data into numbers. A lender chooses an available model and version, then decides how much weight to give the resulting score in a lending decision. That is why the score in an app may differ from the one a lender sees. The manuscript’s central premise stands, but its opening “No government agency does” needs a qualification: for loans sold to Fannie Mae and Freddie Mac, FHFA sets the menu of eligible scores. It does not write the formulas. CFPB · FHFA The main claims tested land as follows: - Who makes and owns the products: FICO is a publicly traded private company. VantageScore is jointly owned by Equifax, Experian and TransUnion, though calling it a venture the bureaus *“run together”* overstates the evidence about day-to-day management. The bureaus supply the report data; neither company’s formula is…