Ten of fourteen models named Amplitude first on the direct prompt; five named Mixpanel. Both were named by all fourteen models and Amplitude carries 71 labels and Mixpanel 75, so the shares are not directly comparable.
United States. Named in ten categories this edition.
San Francisco, United States, founded 2009. Named in ten 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 November 2026 Edition, Amplitude and Mixpanel were named in the same answer 443 times, of the 503 answers naming Amplitude and the 565 naming Mixpanel. In those answers Mixpanel took the first choice forty-two times and Amplitude sixty-four.
| 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. Four of four in this category shown.
“Why to avoid: Amplitude receives a high share of negative labels (31% in one analysis)” Mistral Small · negative prompt · hard negative
“Amplitude: Strong all-rounder for behavioral analytics, AI insights, experimentation, and enterprise governance. Best if you need depth + scalability.” Grok 4.20 · scale prompt · first choice
“The Gold Standard for Deep Insights: Amplitude ... widely considered the leader in the space for large-scale B2B SaaS companies.” Qwen 3.7 Flash · paraphrase prompt · first choice
“the best default choice is usually Amplitude if you want the strongest all-around product analytics platform” GPT-5.4 mini · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“Mixpanel has received significant attention following a data breach in November 2025 that exposed profile information for some API users” MiniMax M2.5 · negative prompt · hard negative
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.