Eleven of fourteen models named ModernLoop first on the direct prompt; one named Calendly. Both were named by all fourteen models and ModernLoop carries 42 labels and Calendly 59, so the shares are not directly comparable.
Named in one category this edition.
Named in five 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 interview scheduling page.
Across every category in the November 2026 Edition, ModernLoop and Calendly were named in the same answer ninety-four times, of the 117 answers naming ModernLoop and the 232 naming Calendly. In those answers Calendly took the first choice fourteen times and ModernLoop twenty-four.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.20 | ||||||
| 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. Six of eight in this category shown.
“Avoid these for budgets: Tools like GoodTime, Ashby, Paradox, or ModernLoop” Grok 4.20 · budget prompt · hard negative
“recruiting-specific schedulers like GoodTime and ModernLoop are quote-only and usually mid-market to enterprise territory” Muse Glimmer 30B · budget prompt · soft negative
“instead of high-cost enterprise schedulers like GoodTime or ModernLoop” Gemini 3.5 Flash · budget prompt · soft negative
“I'd recommend starting with a demo of ModernLoop. It offers the best balance of features, pricing flexibility, and mid-market focus.” GLM 4.7 FlashX · direct prompt · first choice
“Choose ModernLoop for structured hiring, interviewer utilization and technical recruiting workflows.” Muse Glimmer 30B · direct prompt · first choice
“ModernLoop offers the best balance of ATS integration depth, panel coordination, and automation” MiniMax M2.5 · direct 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.
“General-purpose tools like Calendly and Microsoft Bookings lack the ATS depth and interviewer load balancing that recruiting teams need at scale.” Muse Glimmer 30B · direct prompt · hard negative
“Standard tools like basic Calendly often fail because they struggle with complex panel logic and deep ATS synchronization.” Gemini 3.5 Flash · paraphrase prompt · hard negative
“Why to avoid: It lacks deep ATS integration and compliance features required for enterprise recruiting.” Qwen 3.7 Flash · negative prompt · hard negative
“Calendly is the industry standard for a reason. It is the easiest tool to set up and requires the least amount of training” GLM 4.7 FlashX · comparative prompt · first choice
“Calendly is considered a budget-friendly option, with a free plan and paid plans starting at $10 to $16 per seat a month.” Llama 4 Maverick · budget prompt · first choice
“the best starting point is usually Calendly because it has a free plan and low-cost paid tiers” GPT-5.4 mini · budget 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.