Three of twelve models named iMocha first on the direct prompt; zero named 365Talents. iMocha was named by eleven of the twelve models and 365Talents by seven and iMocha carries 18 labels and 365Talents 11, so the shares are not directly comparable.
Named in six 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 skills intelligence 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. Three of three in this category shown.
“Start with iMocha for its mid-market focus and comprehensive feature set” GLM 4.7 FlashX · direct prompt · first choice
“Start with TalentGuard or iMocha for most mid-market B2B” Grok 4.1 Fast · direct prompt · first choice
“Option A: iMocha (Best overall for B2B Tech & Skills Validation)” Gemini 3.5 Flash · paraphrase prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“365Talents as your primary skills intelligence platform (best fit for mid-market companies specifically)” DeepSeek V4 Flash · paraphrase prompt · first choice
“specialized mid-market platforms like TechWolf, 365Talents, or SkillPanel may be a better fit” DeepSeek V4 Flash · scale prompt · first choice
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.