Four of twelve models named Fuel50 first on the direct prompt; zero named Engagedly. Fuel50 was named by twelve of the twelve models and Engagedly by six and Fuel50 carries 36 labels and Engagedly 10, so the shares are not directly comparable.
Named in six categories this edition.
Named in nine 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 internal talent marketplace 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 four in this category shown.
“Watch out for enterprise vendors like Gloat, Eightfold AI, Fuel50, and Workday” DeepSeek V4 Flash · budget prompt · hard negative
“Avoid for tight budgets: Enterprise tools like Gloat, Fuel50, or Workday” Grok 4.1 Fast · budget prompt · hard negative
“Fuel50 serves SMBs, mid-market, and enterprise businesses, though specific budget-friendly pricing isn't publicly listed.” Claude Haiku 4.5 · budget prompt · soft negative
“Fuel50 or Phenom - Fuel50, Gloat, and Phenom are credible platforms with real capabilities. These are more approachable than the enterprise-grade options for mid-sized teams.” Claude Haiku 4.5 · paraphrase prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“I'd recommend Engagedly or TalentGuard as top internal mobility platforms, with Engagedly edging out as the primary pick” Grok 4.1 Fast · paraphrase 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.