Certn vs Accurate Background
One of fourteen models named Certn first on the direct prompt; two named Accurate Background. Certn was named by thirteen of the fourteen models and Accurate Background by fourteen and Certn carries 29 labels and Accurate Background 37, 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.
By framing
CertnFirst choices, of fourteen modelsAccurate Background
Across every category in the October 2026 Edition, Certn and Accurate Background were named in the same answer thirty-three times, of the 68 answers naming Certn and the 91 naming Accurate Background. In those answers Accurate Background took the first choice two times and Certn two.
Every model, every framing
| 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 | | | |
Certn Accurate Background first choice named as an alternative argued againstblank: not namedEach cell is one answer, Certn on the left and Accurate Background on the right.The direct prompt
Certn first, Accurate Background an alternative
1 of 14 modelsAccurate Background was named in the answer but not as the choice, or not at all.Accurate Background first, Certn an alternative
2 of 14 modelsCertn was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
10 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
1 of 14 modelsThe answer made no first choice from these two in this category.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
Certn6%#4 of 8Accurate Background0%#5 of 8Certn7%#4 of 12Accurate Background4%#6 of 12Accurate Background4%#6 of 10Certn0%#9 of 10What the models said about Certn
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“Cheaper options like Certn exist but have reliability concerns (e.g., login issues, variable support), making them riskier” Grok 4.1 Fast · budget prompt · soft negative
“recommended for lighter, pay-as-you-go needs, making them suitable for small businesses with budget constraints” Mistral Small · budget prompt · first choice
“If you need the absolute lowest per-report cost and can self-serve: Certn ~ $13.99-$17.99/check.” Muse Glimmer 30B · budget prompt · first choice
“Start with Checkr Professional or Certn Business for most mid-market B2B companies” GLM 4.7 FlashX · direct 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. Six of eight in this category shown.
“Trustpilot reviews describe it as "the worst company" with reports taking months” GLM 4.7 FlashX · negative prompt · hard negative
“rely on automated systems to match records, and this process can result in inaccurate or misleading reports” Claude Haiku 4.5 · negative prompt · soft negative
“Multiple negative reviews about extremely long wait times (sometimes over a month)” MiniMax M2.5 · negative prompt · soft negative
“My top recommendation for most mid-market B2B companies: Accurate Background” DeepSeek V4 Flash · direct prompt · first choice
“Accurate Background is best for mid-market employers across multiple industries” Claude Haiku 4.5 · direct prompt · first choice
“Accurate Background - for mid-market companies that need background screening bundled with drug testing and occupational health services.” Llama 4 Maverick · direct 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.