Three of twelve models named Workable first on the direct prompt; one named TalentLyft. Workable was named by eleven of the twelve models and TalentLyft by six and Workable carries 24 labels and TalentLyft 10, so the shares are not directly comparable.
Named in nine categories this edition.
Named in two categories 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 recruitment marketing and career sites page.
| 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 four in this category shown.
“Avoid for tight budgets: Workable ($299+/month)” Grok 4.1 Fast · budget prompt · hard negative
“Be Cautious With ... Users report billing disputes, inflexible features, slow support, and integration failures” Grok 4.1 Fast · negative prompt · soft negative
“I'd recommend Workable as the default choice because it delivers a polished, branded careers page right out of the box” GLM 4.7 FlashX · paraphrase prompt · first choice
“Workable is a battle-tested ATS with a careers page that is best for mid-market companies (50–500 employees)” Llama 4 Maverick · paraphrase 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.
“SMB options like TalentLyft (~$99/mo) exist but rank lower” Grok 4.1 Fast · comparative prompt · soft negative
“For most mid-market B2B companies, TalentLyft or Workable offer the best balance of features, pricing, and ease of use.” GLM 4.7 FlashX · direct prompt · first choice
“TalentLyft's free tier and Manatal's low starting price make them ideal starting points for companies with limited budgets” Claude Haiku 4.5 · budget prompt · first choice
“all-in-one recruiting + CRM/marketing suites for small-to-mid-size businesses” DeepSeek V4 Flash · comparative 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.