One of twelve models named Chili Piper first on the direct prompt; zero named Cal.com. Chili Piper was named by twelve of the twelve models and Cal.com by eleven and Chili Piper carries 34 labels and Cal.com 36, so the shares are not directly comparable.
Named in two categories this edition.
Named in two categories 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 meeting scheduling page.
Across every category in the September 2026 Edition, Chili Piper and Cal.com were named in the same answer sixty-seven times, of the 249 answers naming Chili Piper and the 121 naming Cal.com. In those answers Cal.com took the first choice eleven times and Chili Piper eight.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.1 Fast | ||||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 |
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 four in this category shown.
“Avoid These for Mid-Market - Chili Piper: Now starts at $15,000/year minimum ... overkill for most mid-sized companies” Kimi K2 · paraphrase prompt · hard negative
“If you have >500 inbound leads/month and use Salesforce: Start a trial of Chili Piper. The speed-to-lead advantage at scale usually outweighs the cost.” Qwen 3.7 Flash · direct prompt · first choice
“The gold standard for form-to-routing automation. Deep CRM integration; ideal if you drive massive inbound volume via forms. Higher cost.” Qwen 3.7 Flash · scale prompt · first choice
“Chili Piper: *Best for complex B2B sales routing.* ... Chili Piper is the enterprise standard.” Gemini 3.5 Flash · scale prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“Start with Cal.com Free if you have technical capacity or want the most generous free tier with unlimited bookings.” Kimi K2 · budget prompt · first choice
“Cal.com (Best Overall Value & Scalability)” Gemini 3.5 Flash · budget prompt · first choice
“Cal.com (open-source, self-host)” Grok 4.1 Fast · negative 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.