Three of fourteen models named Mixpanel first on the direct prompt; two named Pendo. Both were named by all fourteen models and Mixpanel carries 70 labels and Pendo 46, so the shares are not directly comparable.
San Francisco, United States, founded 2009. Named in nine categories this edition.
Named in eleven 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 product analytics page.
Across every category in the October 2026 Edition, Mixpanel and Pendo were named in the same answer 158 times, of the 519 answers naming Mixpanel and the 453 naming Pendo. In those answers Pendo took the first choice twenty times and Mixpanel thirty-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. Three of three in this category shown.
“"Highest Caution: Mixpanel … When to avoid: If handling sensitive user data or EU users"ate"ated security incidents” Muse Glimmer 30B · negative prompt · hard negative
“Mixpanel | Team-wide adoption & UI | Exceptional visual query builder, highly democratized, great warehouse-syncing features, predictable MTU-based pricing.” Gemini 3.5 Flash · scale prompt · first choice
“Mixpanel: The Pure-Play Event Analytics Champion ... Its user interface is arguably the cleanest and most intuitive on the market.” Gemini 3.5 Flash · comparative prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“I'd recommend Amplitude for pure analytics power, or Pendo if you want to combine insights with in-product engagement” MiniMax M2.5 · direct prompt · first choice
“I'd suggest starting with Amplitude or Pendo as they balance powerful features with reasonable pricing” MiniMax M2.5 · paraphrase 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.