One of fourteen models named Qualified first on the direct prompt; zero named 1mind. Qualified was named by thirteen of the fourteen models and 1mind by eight and Qualified carries 33 labels and 1mind 13, so the shares are not directly comparable.
Named in five 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 conversational marketing platforms page.
Across every category in the October 2026 Edition, Qualified and 1mind were named in the same answer twenty-four times, of the 117 answers naming Qualified and the 44 naming 1mind. In those answers 1mind took the first choice three times and Qualified 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 | ||||||
| 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 six in this category shown.
“Qualified, another major B2B player, was acquired by Salesforce. Its conversational AI capabilities (formerly "Piper") are now integrated directly into Salesforce's Agentforce.” Gemini 3.5 Flash · scale prompt · soft negative
“More expensive (quote-based, starting around $40K-68K/year)” GLM 4.7 FlashX · direct prompt · soft negative
“with Qualified as the default choice if your primary goal is *more meetings and sales-qualified conversations*” Perplexity Sonar · paraphrase prompt · first choice
“For mid-sized companies specifically, Drift or Qualified are typically the strongest choices” Claude Haiku 4.5 · paraphrase prompt · first choice
“if you need pipeline chat and visitor de-anonymization, a Drift/Qualified-type engine fits” Muse Glimmer 30B · comparative prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“Be cautious—not automatically avoidant—about: 1mind as Drift's successor: it's the vendor-referred option, but don't assume it replaces every Drift workflow.” GPT-6 Luna · negative prompt · soft negative
“it is still a relatively new and unproven platform in the market” Mistral Small · negative prompt · soft negative
“If you are CRM-agnostic or want a highly tailored sales agent experience, request a demo from 1mind or Warmly.” Gemini 3.5 Flash · scale prompt · first choice
“The Top Recommendation for Pure Pipeline: 1mind” Qwen 3.7 Flash · paraphrase prompt · first choice
“1mind if you want a more end-to-end AI sales conversation” Perplexity Sonar · 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.