Zero of fourteen models named Humanly first on the direct prompt; one named Ashby. Humanly was named by eight of the fourteen models and Ashby by six and Humanly carries 10 labels and Ashby 12, so the shares are not directly comparable.
Named in two categories this edition.
Named in eight 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 AI recruiting assistants 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 | ||||||
| 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. Four of five in this category shown.
“G2 notes its pricing is better suited to mid-market/enterprise and may be too much for low-volume teams” GPT-5.4 mini · budget prompt · soft negative
“Best for General & GTM Roles (Sales, Marketing, CS): Humanly ... is an excellent choice.” Gemini 3.5 Flash · paraphrase prompt · first choice
“Humanly is the most quoted fit for mid-size teams right now.” Muse Glimmer 30B · paraphrase prompt · first choice
“A conversational screening platform tailored for mid-market and early-career recruitment.” Gemini 3.5 Flash · comparative prompt · alternative
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“under investigation for potentially providing consumer reports without adhering to FCRA requirements, alongside Workday, Greenhouse, Lever By Employ, Ashby” Muse Glimmer 30B · negative prompt · soft negative
“Class-action attorneys have launched broad investigations into popular tools like Greenhouse, Lever by Employ, and Ashby.” Gemini 3.5 Flash · negative prompt · soft negative
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.