Nine of fourteen models named Calendly first on the direct prompt; five named Chili Piper. Both were named by all fourteen models and Calendly carries 79 labels and Chili Piper 44, so the shares are not directly comparable.
United States, founded 2013. Named in three 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 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 meeting scheduling page.
Across every category in the November 2026 Edition, Calendly and Chili Piper were named in the same answer 134 times, of the 232 answers naming Calendly and the 313 naming Chili Piper. In those answers Chili Piper took the first choice eighteen times and Calendly seventy-seven.
| 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.
“specifically avoid putting PHI or highly confidential information into tools like Calendly that explicitly prohibit it” DeepSeek V4 Flash · negative prompt · hard negative
“Frequently flagged in privacy lists (e.g., Awesome Privacy recommends avoiding it)” Grok 4.20 · negative prompt · hard negative
“A 2025 study of Zoom apps flagged the *Calendly for Zoom* integration as requesting access to meeting content that appeared unnecessary for its scheduling function.” GPT-6 Luna · negative prompt · soft negative
“The best meeting scheduling tool for sales teams on a limited budget is Calendly, which offers a free plan and paid plans starting at $10/seat/mo.” Llama 4 Maverick · budget prompt · first choice
“Calendly is arguably the most popular standalone scheduling tool... Best balance of features, price, and ease of use for most people.” Qwen 3.7 Flash · comparative prompt · first choice
“Calendly is the best overall pick for most sales teams because it balances CRM integration, round robin routing, and ease of setup.” Claude Haiku 4.5 · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“Avoid Chili Piper and similar sales-routing platforms until lead volume justifies their substantially higher cost.” Perplexity Sonar · budget prompt · hard negative
“Avoid Chili Piper unless you have a very high inbound volume and complex routing requirements” DeepSeek V4 Flash · direct prompt · hard negative
“Avoid Chili Piper unless routing is business-critical: its Growth plan starts at $1,250/month” GPT-6 Luna · budget prompt · hard negative
“the best choice is usually Chili Piper if your priority is speed-to-lead, advanced routing, and tight sales handoff workflows” GPT-5.4 mini · 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.