Three of fourteen models named Certn first on the direct prompt; one named AccuSourceHR. Certn was named by thirteen of the fourteen models and AccuSourceHR by eight and Certn carries 37 labels and AccuSourceHR 11, 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 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.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | AC | |||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.20 | ||||||
| Mistral Small | AC | |||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | AC | |||||
| Kimi K2 | AC | |||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 | ||||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B |
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. Three of four in this category shown.
“Checkr or Certn offer the best combination of modern technology, transparent pricing, scalability, and integration capabilities” Kimi K2 · direct prompt · first choice
“Certn is the cheapest option at $13.99/month, making it a strong choice for budget-conscious businesses” Mistral Small · budget prompt · first choice
“If you need the absolute lowest price per report: Choose Certn.” Qwen 3.7 Flash · budget 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 compliance and tailored support are your top priorities, go with AccuSourceHR.” Mistral Small · paraphrase prompt · first choice
“AccuSourceHR is the best fit for regulated mid-market hiring” Claude Haiku 4.5 · direct prompt · first choice
“Better alternatives mentioned in research include: Checkr, GoodHire, Backgrounds Online, AccuSourceHR, and Sterling” Kimi K2 · negative prompt · alternative
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.