Five of twelve models named Mixpanel first on the direct prompt; two named Pendo. Both were named by all twelve models and Mixpanel carries 60 labels and Pendo 45, so the shares are not directly comparable.
San Francisco, United States, founded 2009. Named in seven categories this edition.
Named in seven 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 product analytics page.
Across every category in the September 2026 Edition, Mixpanel and Pendo were named in the same answer 167 times, of the 333 answers naming Mixpanel and the 399 naming Pendo. In those answers Pendo took the first choice twenty times and Mixpanel forty-five.
| 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. Three of three in this category shown.
“Highest Caution: Mixpanel ... When to avoid: If handling sensitive user data or EU users” Grok 4.1 Fast · negative prompt · hard negative
“Choose Mixpanel if: You want a highly intuitive, self-serve interface that your non-technical teams will actually use” Gemini 3.5 Flash · scale prompt · first choice
“Mixpanel is frequently cited as the best balance of cost, ease of use, and B2B-specific features” Qwen 3.7 Flash · paraphrase 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.
“Secondary analytics depth ... Opaque enterprise pricing ... Analytics afterthought” Qwen 3.7 Flash · negative prompt · hard negative
“Pendo is an all-round product experience platform... a good fit for mid-to-enterprise companies” Llama 4 Maverick · paraphrase prompt · first choice
“If you need to improve activation and onboard new users effectively, choose Pendo.” Qwen 3.7 Flash · 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.