Background screening · October 2026 Edition
BackgroundChecks.com vs Sterling
Zero of fourteen models named BackgroundChecks.com first on the direct prompt; one named Sterling. BackgroundChecks.com was named by twelve of the fourteen models and Sterling by thirteen and BackgroundChecks.com carries 20 labels and Sterling 25, so the shares are not directly comparable.
Named in one category this edition.
Named in one category this edition.
First-choice share11%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate10%32%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#3#8A position in a field of 12; printed, not drawn.
Labels2025A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, BackgroundChecks.com 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 BackgroundChecks.com · Checkr vs Sterling · GoodHire vs BackgroundChecks.com
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.
BackgroundChecks.comFirst choices, of fourteen modelsSterling
Direct012 against Sterling
Paraphrase00
Comparative00
Budget-constrained601 against Sterling
Scale-constrained00
Negative012 against BackgroundChecks.com · 5 against Sterling
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.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where BackgroundChecks.com and Sterling stood in it.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| 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 | | | |
BackgroundChecks.com Sterling first choice named as an alternative argued againstblank: not namedEach cell is one answer, BackgroundChecks.com on the left and Sterling on the right.The direct prompt
The plain question, one answer per model, grouped by where BackgroundChecks.com and Sterling stood in it.
Sterling 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.Grok 4.1 FastSterling alternatives: Checkr, GoodHire, HireRight
Neither was the first choice, one was named
2 of 14 modelsThe answer put something else first and named one of the two as an alternative.Mistral SmallMitratech AssureHire alternatives: Accurate Background, Sterling
Llama 4 MaverickMitratech AssureHire alternatives: Accurate Background, BackgroundChecks.com, Certn, GoodHire, HireShield
Neither was named
11 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
Perplexity SonarCheckr alternatives: Accurate Background, GoodHire, Mitratech AssureHire
DeepSeek V4 FlashAccurate Background alternatives: Certn, Checkr, GoodHire
Qwen 3.7 FlashGoodHire alternatives: Accurate Background, Checkr, CredCheck, Dun & Bradstreet, Sovren, Verified First
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
GPT-6 LunaCheckr alternatives: Accurate Background, First Advantage
Muse Glimmer 30BBchex, Verified First alternatives: Accurate Background, DISA Global Solutions, GoodHire, Mitratech AssureHire, Orange Tree
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
BackgroundChecks.com leads by twelve points.
BackgroundChecks.com12%#3 of 8Sterling0%#7 of 8Mid-marketThe figures above
BackgroundChecks.com leads by nine points.
BackgroundChecks.com11%#3 of 12Sterling2%#8 of 12Enterprise
The order flips: Sterling leads at enterprise.
Sterling13%#4 of 10BackgroundChecks.com0%#– of 10What 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
What the models said about Sterling
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Trustpilot reviews highlight disorganization, incompetence, extremely slow turnaround times (weeks/months), poor customer support” GLM 4.7 FlashX · negative prompt · hard negative
“$4.75 million FCRA class action settlement for providing outdated information to employers” DeepSeek V4 Flash · negative prompt · hard negative
“Recently sued in 2024 for allegedly falsely reporting criminal history and arrest warrants” MiniMax M2.5 · negative prompt · hard negative
“Stick with well-established, accredited providers like Sterling, HireRight, GoodHire, or TransUnion SmartMove” Mistral Small · negative prompt · first choice
“Sterling (now part of First Advantage) \u2013 Strongest fit for mid-market B2B.” Grok 4.1 Fast · direct prompt · first choice
“Best for: Large enterprises needing comprehensive health screenings - Limitations: Quote-based pricing” Kimi K2 · comparative prompt · alternative
Also compared
Checkr vs BackgroundChecks.comCheckr vs SterlingGoodHire vs BackgroundChecks.comGoodHire vs SterlingBackgroundChecks.com vs CertnBackgroundChecks.com vs Verified FirstBackgroundChecks.com vs Accurate BackgroundBackgroundChecks.com vs HireRightCertn vs SterlingVerified First vs SterlingAccurate Background vs SterlingHireRight vs SterlingAll twenty-eight head-to-head pages and the full background screening standing
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.