Nine of fourteen models named Chili Piper first on the direct prompt; zero named Google Calendar Appointment Scheduling. Chili Piper was named by fourteen of the fourteen models and Google Calendar Appointment Scheduling by ten and Chili Piper carries 40 labels and Google Calendar Appointment Scheduling 14, so the shares are not directly comparable.
Named in three categories this edition.
By Google, Mountain View, California, United States, founded 1998. Named in one category 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.
| 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 | ||||||
| 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. 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 4.1 Fast · 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
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Google Calendar/HubSpot free tools can work, but they are generally less sales-focused” Perplexity Sonar · budget prompt · soft negative
“(Low cost, but lack the sophisticated sales qualification features mentioned above)” Qwen 3.7 Flash · scale prompt · soft negative
“Google Calendar can be hard to coordinate with multiple people” Perplexity Sonar · negative prompt · soft negative
“Google Calendar Appointment Scheduling — Best Free Option” GLM 4.7 FlashX · budget prompt · first choice
“If you already live in Google or Microsoft 365: try Google Calendar appointment schedules or Microsoft Bookings first.” GPT-6 Luna · comparative prompt · alternative
“Choose Google Calendar Appointment Scheduling if you mainly need basic booking and live in Google Workspace.” GPT-5.4 mini · comparative prompt · alternative
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.