Zero of fourteen models named 365Talents first on the direct prompt; one named Eightfold AI. 365Talents was named by ten of the fourteen models and Eightfold AI by thirteen and 365Talents carries 16 labels and Eightfold AI 38, so the shares are not directly comparable.
Named in three categories this edition.
Named in fourteen categories 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 internal talent marketplace page.
Across every category in the October 2026 Edition, 365Talents and Eightfold AI were named in the same answer seventy-one times, of the 95 answers naming 365Talents and the 567 naming Eightfold AI. In those answers Eightfold AI took the first choice twenty times and 365Talents eight.
| 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 |
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. One of one in this category shown.
“The recommended internal mobility platform for a mid-sized B2B company is 365Talents.” Llama 4 Maverick · 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.
“Fuel50 and Eightfold tend to be the most commonly recommended options due to their scalability and mid-market-friendly approach” Claude Haiku 4.5 · direct 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.