One of twelve models named GoodHire first on the direct prompt; zero named Certn. GoodHire was named by twelve of the twelve models and Certn by ten and GoodHire carries 41 labels and Certn 23, 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.
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. Three of four in this category shown.
“If you want the absolute lowest cost: Go with Certn (starting at $13.99–$19.99 per check)” GLM 4.7 FlashX · budget prompt · first choice
“Certn stands out as one of the most affordable FCRA-compliant background check providers” Grok 4.1 Fast · budget prompt · first choice
“If your goal is maximum affordability with zero fluff, go with Certn.” Gemini 3.5 Flash · budget prompt · first choice
Comparisons are drawn for the top three products in each category. The output is the models' output; nothing here is a recommendation by the index.