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Background screening · October 2026 Edition

GoodHire vs BackgroundChecks.com

One of fourteen models named GoodHire first on the direct prompt; zero named BackgroundChecks.com. GoodHire was named by thirteen of the fourteen models and BackgroundChecks.com by twelve and GoodHire carries 42 labels and BackgroundChecks.com 20, so the shares are not directly comparable.

GoodHire

accepted challenger

Named in one category this edition.

BackgroundChecks.com

accepted challenger

Named in one category this edition.

First-choice share16%11%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%10%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#2#3A position in a field of 12; printed, not drawn.
Labels4220A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, GoodHire reading right to left. Rank and label count are printed, not drawn.Accurate Background was named alongside these two in twelve of the fourteen direct answers. Checkr vs GoodHire · Checkr vs BackgroundChecks.com · GoodHire vs Certn

Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the background screening page.

By framing

How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
GoodHireFirst choices, of fourteen modelsBackgroundChecks.com
Direct10
Paraphrase40
Comparative10
Budget-constrained46
Scale-constrained00
Negative002 against BackgroundChecks.com
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.

Across every category in the October 2026 Edition, GoodHire and BackgroundChecks.com were named in the same answer forty times, of the 110 answers naming GoodHire and the 60 naming BackgroundChecks.com. In those answers BackgroundChecks.com took the first choice nine times and GoodHire sixteen.

Every model, every framing

The eighty-four answers behind the chart above, one cell each: where GoodHire and BackgroundChecks.com stood in it.
ModelDirectParaphraseComparativeBudget-constrainedScale-constrainedNegative
Claude Haiku 4.5
GPT-5.4 mini
Gemini 3.5 Flash
Perplexity Sonar
Grok 4.1 Fast
Mistral Small
DeepSeek V4 Flash
Llama 4 Maverick
Qwen 3.7 Flash
Kimi K2
GLM 4.7 FlashX
MiniMax M2.5
GPT-6 Luna
Muse Glimmer 30B
GoodHire BackgroundChecks.com first choice named as an alternative argued againstblank: not namedEach cell is one answer, GoodHire on the left and BackgroundChecks.com on the right.

The direct prompt

The plain question, one answer per model, grouped by where GoodHire and BackgroundChecks.com stood in it.

GoodHire first, BackgroundChecks.com not the choice

1 of 14 modelsBackgroundChecks.com was named in the answer but not as the choice, or not at all.
Qwen 3.7 FlashGoodHire alternatives: Accurate Background, Checkr, CredCheck, Dun & Bradstreet, Sovren, Verified First

Neither was the first choice, one was named

8 of 14 modelsThe answer put something else first and named one of the two as an alternative.
Perplexity SonarCheckr alternatives: Accurate Background, GoodHire, Mitratech AssureHire
Grok 4.1 FastSterling alternatives: Checkr, GoodHire, HireRight
DeepSeek V4 FlashAccurate Background alternatives: Certn, Checkr, GoodHire
Llama 4 MaverickMitratech AssureHire alternatives: Accurate Background, BackgroundChecks.com, Certn, GoodHire, HireShield
Kimi K2Checkr alternatives: Accurate Background, Certn, GoodHire, iprospectcheck
GLM 4.7 FlashXCertn, Checkr alternatives: Accurate Background, Cisive, GoodHire
MiniMax M2.5Checkr, HireRight alternatives: Accurate Background, GoodHire, IntelliCorp
Muse Glimmer 30BBchex, Verified First alternatives: Accurate Background, DISA Global Solutions, GoodHire, Mitratech AssureHire, Orange Tree

Neither was named

5 of 14 modelsThe answer made no first choice from these two in this category.
Claude Haiku 4.5Accurate Background, Checkr alternatives: Mitratech AssureHire
GPT-5.4 miniCheckr alternatives: Atlantic Employee Screening, Certn, Hireology
Gemini 3.5 FlashCheckr alternatives: Accurate Background, Certn, Verified First
Mistral SmallMitratech AssureHire alternatives: Accurate Background, Sterling
GPT-6 LunaCheckr alternatives: Accurate Background, First Advantage

Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.

By buyer segment

The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
GoodHire leads by twenty-nine points.
GoodHire41%#1 of 8
BackgroundChecks.com12%#3 of 8
The full small business standing →
Mid-marketThe figures above
GoodHire leads by five points.
GoodHire16%#2 of 12
BackgroundChecks.com11%#3 of 12
The full mid-market standing →
Enterprise
Level: the same share of first choices.
GoodHire0%#10 of 10
BackgroundChecks.com0%#– of 10
The full enterprise standing →

What the models said about GoodHire

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.

“If you want a platform that automates the complex legal disclosures and adverse action forms to protect you from lawsuits: Go with GoodHire ($29.99).” Gemini 3.5 Flash · budget prompt · first choice
“Best Value for Small Businesses: GoodHire offers affordable background checks for small businesses starting at $29.99.” Claude Haiku 4.5 · budget prompt · first choice
“Start with GoodHire for the best mix of price transparency and user experience.” Qwen 3.7 Flash · paraphrase prompt · first choice

What the models said about BackgroundChecks.com

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.

“multiple customer reviews label it a "scam," citing canceled accounts after payment without delivering reports” Grok 4.1 Fast · negative prompt · hard negative
“Complaints about randomly locking users out of accounts” MiniMax M2.5 · negative prompt · soft negative
“For the tightest budget, BackgroundChecks.com appears to offer the lowest entry point at $24.99 per basic report with no contracts or fees.” MiniMax M2.5 · budget prompt · first choice
“The best background check provider for a company with a limited budget is BackgroundChecks.com, which offers a pay-as-you-go screening service” Llama 4 Maverick · budget prompt · first choice
“BackgroundChecks.com, Certn, and HireShield are recommended for lighter, pay-as-you-go needs” Mistral Small · budget prompt · first choice
Also compared

Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.