Zero of twelve models named Calendly first on the direct prompt; five named ModernLoop. Calendly was named by twelve of the twelve models and ModernLoop by eleven and Calendly carries 52 labels and ModernLoop 29, so the shares are not directly comparable.
Named in two categories this edition.
Named in one category 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 interview scheduling 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. Six of six in this category shown.
“it's frequently cited as a tool recruiting teams outgrow quickly: Built for two-party scheduling, not complex panel interviews” Kimi K2 · negative prompt · hard negative
“basic scheduling links (like standard Calendly) or relying entirely on manual emails will severely bottleneck your growth... Breaks down completely once you try to schedule 3-person panel loops” Gemini 3.5 Flash · scale prompt · soft negative
“Why to be cautious: These platforms are fantastic for lightweight, 1-on-1 recruiter phone screens. However, they quickly fall apart if you try to use them for multi-stage or panel interviews.” Gemini 3.5 Flash · negative prompt · soft negative
“Calendly – Offers a free plan that includes basic scheduling, calendar sync, and reminders. It's user-friendly and widely used” Mistral Small · budget prompt · first choice
“Calendly is the most popular name in the category... Choose Calendly if you have a small team, diverse needs (sales + hiring)” Qwen 3.7 Flash · comparative prompt · first choice
“Calendly Enterprise: The gold standard for basic functionality. Highly customizable, but can be expensive per-seat.” Qwen 3.7 Flash · scale 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.
“Enterprise, quote-only, often thousands per month — avoid these on a limited budget” DeepSeek V4 Flash · budget prompt · hard negative
“expensive administrative overkill for small-to-midsize companies (under 100 employees)” Gemini 3.5 Flash · negative prompt · soft negative
“ModernLoop can add friction and slow your process” GLM 4.7 FlashX · negative prompt · soft negative
“ModernLoop is the strongest default choice because it is repeatedly positioned as a mid-market tool with strong automation” Perplexity Sonar · direct prompt · first choice
“The Top Pick: ModernLoop ... widely considered the strongest standalone scheduling tool for mid-market companies” GLM 4.7 FlashX · direct prompt · first choice
“Add ModernLoop (or Calendly for lighter needs) on top — it's the value sweet spot for mid-market.” DeepSeek V4 Flash · direct 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.