Zero of fourteen models named Mixpanel first on the direct prompt; three named Gainsight. Mixpanel was named by fourteen of the fourteen models and Gainsight by eleven and Mixpanel carries 53 labels and Gainsight 12, so the shares are not directly comparable.
San Francisco, United States, founded 2009. Named in nine categories this edition.
Named in six 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 customer intelligence and data science 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. Three of three in this category shown.
“Suffered a security incident (smishing attack) in November 2025... OpenAI dropped them post-breach. Be wary if data security and transparency are priorities.” Grok 4.1 Fast · negative prompt · hard negative
“Choose Amplitude or Mixpanel if you're a product team focused on understanding feature adoption, funnels, and retention.” DeepSeek V4 Flash · comparative prompt · first choice
“| Mixpanel | Product/behavioral analytics | Free tier; $28/mo+ | Funnels, retention; easy for SaaS/ecomm |” Grok 4.1 Fast · scale 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.
“you cannot afford the 6-month implementation times, heavy coding requirements, or dedicated operations teams required by enterprise-level beasts like Gainsight or Adobe Real-Time CDP” Gemini 3.5 Flash · direct prompt · soft negative
“Worth evaluating if you need a broader customer-retention platform and have the resources to implement and manage it.” GPT-6 Luna · direct prompt · soft negative
“The most frequently cited all-around options for mid-market B2B are HubSpot's customer platform ... and Gainsight for customer-success / revenue intelligence.” Muse Glimmer 30B · direct prompt · first choice
“If your primary goal is managing existing relationships, reducing churn, and upselling, Gainsight is the industry standard for B2B companies.” Qwen 3.7 Flash · direct prompt · first choice
“Factors.ai or Gainsight paired with your existing CRM is a strong starting point” Claude Haiku 4.5 · 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.