Zero of fourteen models named Maxio Metrics first on the direct prompt; one named Mixpanel. Maxio Metrics was named by eleven of the fourteen models and Mixpanel by fourteen and Maxio Metrics carries 24 labels and Mixpanel 40, so the shares are not directly comparable.
Named in two categories this edition.
Named in one category 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 saas metrics and analytics page.
Across every category in the November 2026 Edition, Maxio Metrics and Mixpanel were named in the same answer thirty-three times, of the 73 answers naming Maxio Metrics and the 106 naming Mixpanel. In those answers Mixpanel took the first choice zero times and Maxio Metrics 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 4.20 | ||||||
| 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. Five of six in this category shown.
“Avoid for tight budgets: Tools like Amplitude, Heap, or Maxio” Grok 4.20 · budget prompt · hard negative
“$599+/month minimum — overkill below ~$2M ARR” DeepSeek V4 Flash · direct prompt · soft negative
“a dedicated subscription analytics tool (like ChartMogul or Maxio) synced to your warehouse” DeepSeek V4 Flash · scale prompt · first choice
“Maxio is the strongest default recommendation” Perplexity Sonar · paraphrase prompt · first choice
“if your finance team specifically needs GAAP-compliant revenue recognition built into the same platform, Maxio is the stronger pick” DeepSeek V4 Flash · paraphrase prompt · alternative
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“be cautious about using Mixpanel, Amplitude, Heap, Pendo, PostHog etc. for MRR, NRR, churn, LTV” Muse Glimmer 30B · negative prompt · hard negative
“High costs at scale (e.g., Mixpanel's $0.00028/event overages) ... Not ideal for pure financial metrics” Grok 4.20 · negative prompt · soft negative
“Product analytics tools—Amplitude, Mixpanel, PostHog, or Heap—for financial metrics” Perplexity Sonar · negative prompt · soft negative
“I recommend Mixpanel or Amplitude for product-focused analytics” MiniMax M2.5 · direct prompt · first choice
“#### 1. Mixpanel (Product Analytics Leader)” Grok 4.20 · comparative prompt · first choice
“Choose Mixpanel, Amplitude, or PostHog for activation, feature adoption, funnels, and in-product retention.” 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.