Three of fourteen models named Calendly first on the direct prompt; nine named Chili Piper. Both were named by all fourteen models and Calendly carries 72 labels and Chili Piper 40, 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 October 2026 Edition, Calendly and Chili Piper were named in the same answer 114 times, of the 236 answers naming Calendly and the 242 naming Chili Piper. In those answers Chili Piper took the first choice twenty-four times and Calendly fifty-six.
| 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.
“Calendly gets pricey for teams (sharp jumps to $10+/user/month); limited customization or integrations in lower plans frustrate some users.” Grok 4.20 · negative prompt · soft negative
“Free plan limited to one event type and one calendar connection; Round-robin/routing features require the $16/seat/mo Teams plan” DeepSeek V4 Flash · budget prompt · soft negative
“Calendly says it isn't intended for collecting sensitive personal information and doesn't currently comply with HIPAA” GPT-6 Luna · negative prompt · soft negative
“Calendly is particularly well-suited for mid-market and enterprise teams that prioritize control, scalability, and long-term alignment with CRM-driven sales operations.” Llama 4 Maverick · paraphrase prompt · first choice
“Sales-led mid-sized B2B with HubSpot/Salesforce CRM: Calendly Team/Enterprise for routing, round-robin and automatic CRM record creation.” Muse Glimmer 30B · paraphrase prompt · first choice
“start with HubSpot Meetings (if willing to use HubSpot CRM) or Calendly's free tier - both cover basic scheduling needs well” MiniMax M2.5 · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of five in this category shown.
“What to avoid on a limited budget ... Chili Piper ... has a platform fee on top of per-user licensing.” Muse Glimmer 30B · budget prompt · hard negative
“Avoid pricier options like Chili Piper ($15+/user) unless you need enterprise lead routing.” Grok 4.20 · budget prompt · hard negative
“I'd skip Chili Piper on a limited budget unless advanced lead routing is essential” GPT-6 Luna · budget prompt · hard negative
“If you need advanced inbound form-to-meeting routing across Salesforce/HubSpot, purpose-built enterprise layers such as Chili Piper are benchmarked for under 1 minute speed-to-lead.” Muse Glimmer 30B · scale prompt · first choice
“The traditional heavy hitter for complex B2B sales routing and SDR-to-AE handoffs... a powerful, premium choice for established, high-volume teams.” Gemini 3.5 Flash · scale 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.