Three of twelve models named Workable first on the direct prompt; zero named LinkedIn Talent Solutions. Workable was named by eleven of the twelve models and LinkedIn Talent Solutions by eight and Workable carries 24 labels and LinkedIn Talent Solutions 10, so the shares are not directly comparable.
Named in nine categories this edition.
Named in three 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. Six of seven in this category shown.
“Avoid first if budget is tight: LinkedIn Recruitment Marketing or other ad-heavy platforms” GPT-5.4 mini · budget prompt · hard negative
“LinkedIn Recruitment Marketing is commonly described that way in recent user reviews: strong reach, but expensive and sometimes low on applicant quality.” GPT-5.4 mini · negative prompt · soft negative
“Job scams appear on platforms like ZipRecruiter and LinkedIn, with scammers using complex schemes to lure job seekers into financial traps.” Claude Haiku 4.5 · negative prompt · soft negative
“Top Recommendation: Free Tools Combo (LinkedIn, Glassdoor, Indeed)” Grok 4.1 Fast · budget prompt · first choice
“Allows for pay-as-you-go options, so you only pay for what you use, which can be cost-effective” Mistral Small · budget prompt · alternative
“Among the highest-rated platforms in the category with top recommendation scores” Claude Haiku 4.5 · 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.