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Background screening · September 2026 Edition

GoodHire vs Accurate Background

One of twelve models named GoodHire first on the direct prompt; one named Accurate Background. Both were named by all twelve models and GoodHire carries 41 labels and Accurate Background 27, so the shares are not directly comparable.

GoodHire

accepted challenger

Named in one category this edition.

Accurate Background

accepted challenger

Named in one category this edition.

First-choice share14%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate2%7%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#2#6A position in a field of 10; printed, not drawn.
Labels4127A 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.Checkr was named alongside these two in ten of the twelve direct answers. Checkr vs GoodHire · Checkr vs Accurate Background · GoodHire vs Certn

Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve 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 twelve models made each the first choice, per way of asking, and how many argued against it.
GoodHireFirst choices, of twelve modelsAccurate Background
Direct111 against GoodHire
Paraphrase20
Comparative10
Budget-constrained30
Scale-constrained00
Negative102 against Accurate Background
Bars are first choices, 0 to 12 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to twelve.

Across every category in the September 2026 Edition, GoodHire and Accurate Background were named in the same answer forty times, of the 110 answers naming GoodHire and the 67 naming Accurate Background. In those answers Accurate Background took the first choice two times and GoodHire five.

Every model, every framing

The seventy-two answers behind the chart above, one cell each: where GoodHire and Accurate Background 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
GoodHire Accurate Background first choice named as an alternative argued againstblank: not namedEach cell is one answer, GoodHire on the left and Accurate Background on the right.

The direct prompt

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

GoodHire first, Accurate Background not the choice

1 of 12 modelsAccurate Background was named in the answer but not as the choice, or not at all.
Mistral SmallCheckr, GoodHire alternatives: Certn

Accurate Background first, GoodHire not the choice

1 of 12 modelsGoodHire was named in the answer but not as the choice, or not at all.
Kimi K2Accurate Background, Checkr alternatives: Bchex, Certn, Mitratech AssureHire, Verified First

Neither was the first choice, one was named

9 of 12 modelsThe answer put something else first and named one of the two as an alternative.
Claude Haiku 4.5EDIFY Screening alternatives: Accurate Background, First Advantage, HireRight, iprospectcheck
GPT-5.4 miniCheckr alternatives: GoodHire, HireRight, Sterling
Gemini 3.5 FlashVerified First alternatives: Accurate Background, Checkr, iprospectcheck
Perplexity SonarMitratech AssureHire alternatives: Bchex, Checkr, GoodHire, Verified First
Grok 4.1 FastCheckr alternatives: Accurate Background, Bchex, GoodHire, Verified First
Llama 4 MaverickBackgroundChecks.com alternatives: Bchex, GoodHire, Mitratech AssureHire
Qwen 3.7 FlashCheckr alternatives: Certn, First Advantage, GoodHire
GLM 4.7 FlashXCheckr alternatives: Accurate Background, Certn, GoodHire, Verified First
MiniMax M2.5Checkr alternatives: Certn, GoodHire

Neither was named

1 of 12 modelsThe answer made no first choice from these two in this category.
DeepSeek V4 FlashVerified First alternatives: Certn, Checkr, 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
GoodHire leads by thirty-eight points.
GoodHire38%#1 of 9
Accurate Background0%#7 of 9
The full small business standing →
Mid-marketThe figures above
GoodHire leads by twelve points.
GoodHire14%#2 of 10
Accurate Background2%#6 of 10
The full mid-market standing →
Enterprise
The order flips: Accurate Background leads at enterprise.
Accurate Background4%#4 of 8
GoodHire0%#7 of 8
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. Four of five in this category shown.

“Checkr acquired GoodHire, so the product roadmap and support structure may be evolving” Kimi K2 · direct prompt · soft negative
“My Verdict: Start with a demo from GoodHire. They strike the safest balance between the capability of an enterprise company and the agility of a startup.” Qwen 3.7 Flash · paraphrase prompt · first choice
“GoodHire - Great for small-to-mid-sized companies, offers transparent pricing and packages starting around $30/check” MiniMax M2.5 · budget prompt · first choice
“providers like GoodHire (for ease of use) ... are generally recommended over the cheapest aggregators” Qwen 3.7 Flash · negative prompt · first choice

What the models said about Accurate Background

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

“Provider to research carefully: Accurate Information Corp (AIC). ... AIC has faced long-standing criticism from HR professionals regarding accuracy” Qwen 3.7 Flash · negative prompt · soft negative
“frequently cite them for errors and poor customer service” DeepSeek V4 Flash · negative prompt · soft negative
“Safe overall pick: Accurate Background or Checkr—both offer strong mid-market solutions” Kimi K2 · direct prompt · first choice
“These providers focus specifically on affordability and FCRA compliance for SMBs. They may be less feature-rich than Checkr but are strong on price.” Qwen 3.7 Flash · budget prompt · alternative
“Serves enterprise and mid-sized organizations with tailored solutions for healthcare credentialing, DOT compliance, and financial services” Claude Haiku 4.5 · direct prompt · alternative
Also compared
Checkr vs GoodHireCheckr vs Accurate BackgroundGoodHire vs CertnGoodHire vs BackgroundChecks.comGoodHire vs Verified FirstCertn vs Accurate BackgroundBackgroundChecks.com vs Accurate BackgroundVerified First vs Accurate BackgroundAll fifteen 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.