SaaS metrics and analytics · November 2026 Edition
Baremetrics vs Amplitude
One of fourteen models named Baremetrics first on the direct prompt; two named Amplitude. Both were named by all fourteen models and Baremetrics carries 55 labels and Amplitude 35, so the shares are not directly comparable.
Named in two categories this edition.
Named in one category this edition.
First-choice share4%4%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate18%26%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#4#6A position in a field of 14; printed, not drawn.
Labels5535A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Baremetrics reading right to left. Rank and label count are printed, not drawn.ChartMogul was named alongside these two in ten of the fourteen direct answers. ChartMogul vs Baremetrics · ChartMogul vs Amplitude · ProfitWell Metrics vs Baremetrics
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.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
BaremetricsFirst choices, of fourteen modelsAmplitude
Direct121 against Baremetrics
Paraphrase00
Comparative22
Budget-constrained101 against Amplitude
Scale-constrained00
Negative109 against Baremetrics · 8 against Amplitude
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.
Across every category in the November 2026 Edition, Baremetrics and Amplitude were named in the same answer seventy-two times, of the 152 answers naming Baremetrics and the 93 naming Amplitude. In those answers Amplitude took the first choice three times and Baremetrics nine.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where Baremetrics and Amplitude stood in it.
| 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 | | | | | |
Baremetrics Amplitude first choice named as an alternative argued againstblank: not namedEach cell is one answer, Baremetrics on the left and Amplitude on the right.The direct prompt
The plain question, one answer per model, grouped by where Baremetrics and Amplitude stood in it.
Baremetrics first, Amplitude not the choice
1 of 14 modelsAmplitude was named in the answer but not as the choice, or not at all.Muse Glimmer 30BBaremetrics alternatives: ChartMogul, Databox, ProfitWell Metrics
Amplitude first, Baremetrics not the choice
2 of 14 modelsBaremetrics was named in the answer but not as the choice, or not at all.GLM 4.7 FlashXAmplitude, Databox alternatives: Google Analytics, Luzmo, Mixpanel
MiniMax M2.5Amplitude, Mixpanel alternatives: Domo
Neither was the first choice, one was named
6 of 14 modelsThe answer put something else first and named one of the two as an alternative.Claude Haiku 4.5ChartMogul alternatives: Baremetrics, Databox
GPT-5.4 miniDatabox alternatives: Baremetrics, ChartMogul, Looker, Tableau
Perplexity SonarDatabox alternatives: Amplitude, ChartMogul, Maxio Metrics, Mixpanel
Grok 4.20ChartMogul alternatives: Baremetrics, Metabase, ProfitWell Metrics
DeepSeek V4 FlashChartMogul alternatives: Baremetrics, Databox, ProfitWell Metrics
Kimi K2ChartMogul alternatives: Amplitude, Baremetrics, Databox, Mixpanel
Neither was named
5 of 14 modelsThe answer made no first choice from these two in this category.Gemini 3.5 FlashMosaic alternatives: ChartMogul, Looker, Maxio Metrics, Metabase, Subscript
Mistral SmallFairview alternatives: Databox, Intempt
Llama 4 MaverickChartMogul
Qwen 3.7 FlashProfitWell Metrics alternatives: Clari, Microsoft Power BI
GPT-6 LunaChartMogul alternatives: Grid, Maxio Metrics
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.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Baremetrics leads by sixteen points.
Baremetrics16%#3 of 15Amplitude0%#12 of 15Mid-marketThe figures above
Level: the same share of first choices.
Baremetrics4%#4 of 14Amplitude4%#6 of 14Enterprise
The order flips: Amplitude leads at enterprise.
Amplitude2%#7 of 13Baremetrics0%#12 of 13What the models said about Baremetrics
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Baremetrics has received similar warnings, particularly regarding: Reliability for subscription-revenue metrics at basic tiers” MiniMax M2.5 · negative prompt · soft negative
“be cautious about using Baremetrics / ProfitWell if you have multi-currency, multi-billing, or complex enterprise contracts” Muse Glimmer 30B · negative prompt · soft negative
“Baremetrics for complex billing without validation... paying for Baremetrics may offer limited incremental value” Perplexity Sonar · negative prompt · soft negative
“Baremetrics is the one most often positioned for a mid-market team that bills across several processors and app stores” Muse Glimmer 30B · direct prompt · first choice
“The industry standard for ease of use. It integrates tightly with Stripe and focuses on automated calculations.” Qwen 3.7 Flash · comparative prompt · first choice
“Choose Baremetrics for the quickest path from Stripe data to usable revenue dashboards.” Perplexity Sonar · comparative prompt · first choice
What the models said about Amplitude
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Avoid for tight budgets: Tools like Amplitude, Heap, or Maxio, which quickly go custom/enterprise pricing” Grok 4.20 · budget prompt · hard negative
“be cautious about using Mixpanel, Amplitude, Heap, Pendo, PostHog etc. for MRR, NRR, churn, LTV” Muse Glimmer 30B · negative prompt · hard negative
“Product analytics tools—Amplitude, Mixpanel, PostHog, or Heap—for financial metrics... revenue figures are often event properties” Perplexity Sonar · negative prompt · soft negative
“I recommend Mixpanel or Amplitude for product-focused analytics” MiniMax M2.5 · direct prompt · first choice
“Best overall for most product-led SaaS teams in 2024–2026” DeepSeek V4 Flash · comparative prompt · first choice
“The heavyweight champion for deep behavioral analysis.” Qwen 3.7 Flash · comparative prompt · first choice
Also compared
ChartMogul vs BaremetricsChartMogul vs AmplitudeProfitWell Metrics vs BaremetricsProfitWell Metrics vs AmplitudeDatabox vs BaremetricsDatabox vs AmplitudeBaremetrics vs Maxio MetricsBaremetrics vs MixpanelBaremetrics vs PostHogMaxio Metrics vs AmplitudeAmplitude vs MixpanelAmplitude vs PostHogAll twenty-eight head-to-head pages and the full saas metrics standing
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.