One of twelve models named GoodHire first on the direct prompt; one named BackgroundChecks.com. GoodHire was named by twelve of the twelve models and BackgroundChecks.com by eight and GoodHire carries 41 labels and BackgroundChecks.com 13, so the shares are not directly comparable.
Named in one category this edition.
Named in one category this edition.
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.
Across every category in the September 2026 Edition, GoodHire and BackgroundChecks.com were named in the same answer thirty-seven times, of the 110 answers naming GoodHire and the 46 naming BackgroundChecks.com. In those answers BackgroundChecks.com took the first choice seven times and GoodHire thirteen.
| 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 |
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.
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
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“Why avoid: These are not FCRA-compliant consumer reporting agencies.” DeepSeek V4 Flash · negative prompt · hard negative
“I'd pick BackgroundChecks.com for most small companies because it is explicitly positioned as the budget option with no commitment” Perplexity Sonar · budget prompt · first choice
“1. BackgroundChecks.com - an FCRA-compliant background screening provider for small and mid-sized businesses.” Llama 4 Maverick · direct prompt · first choice
“Offers the most budget-friendly pay-as-you-go option, with basic checks starting at $24.99 per report” Mistral Small · budget prompt · first choice
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.