Zero of fourteen models named HubSpot Meetings first on the direct prompt; five named Chili Piper. Both were named by all fourteen models and HubSpot Meetings carries 51 labels and Chili Piper 44, so the shares are not directly comparable.
By HubSpot, Cambridge, United States, founded 2006. Named in two 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, HubSpot Meetings and Chili Piper were named in the same answer ninety-one times, of the 139 answers naming HubSpot Meetings and the 313 naming Chili Piper. In those answers Chili Piper took the first choice nineteen times and HubSpot Meetings 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. Four of five in this category shown.
“Heavy visitor tracking and data harvesting... inappropriate for personal use” Gemini 3.5 Flash · negative prompt · soft negative
“If you're already using HubSpot CRM, HubSpot Meetings is likely the best fit due to its deep integration and free tier.” Mistral Small · budget prompt · first choice
“For a sales team with a very limited budget, I'd strongly recommend starting with HubSpot Meetings (free).” DeepSeek V4 Flash · budget prompt · first choice
“HubSpot Meetings (free tier) is the best overall choice for sales teams on a limited budget.” Grok 4.20 · budget 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.