SaaS metrics and analytics · October 2026 Edition
ProfitWell Metrics vs Baremetrics
Zero of fourteen models named ProfitWell Metrics first on the direct prompt; zero named Baremetrics. Both were named by all fourteen models and ProfitWell Metrics carries 42 labels and Baremetrics 49, so the shares are not directly comparable.
Named in one category this edition.
Named in one category this edition.
First-choice share14%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate29%22%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#2#6A position in a field of 14; printed, not drawn.
Labels4249A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, ProfitWell Metrics reading right to left. Rank and label count are printed, not drawn.ChartMogul was named alongside these two in eleven of the fourteen direct answers. ChartMogul vs ProfitWell Metrics · ChartMogul vs Baremetrics · ProfitWell Metrics vs Maxio Metrics
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.
ProfitWell MetricsFirst choices, of fourteen modelsBaremetrics
Direct001 against ProfitWell Metrics · 1 against Baremetrics
Paraphrase001 against ProfitWell Metrics · 1 against Baremetrics
Comparative252 against ProfitWell Metrics
Budget-constrained701 against Baremetrics
Scale-constrained01
Negative018 against ProfitWell Metrics · 8 against Baremetrics
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 October 2026 Edition, ProfitWell Metrics and Baremetrics were named in the same answer ninety-seven times, of the 117 answers naming ProfitWell Metrics and the 157 naming Baremetrics. In those answers Baremetrics took the first choice thirteen times and ProfitWell Metrics twenty-two.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where ProfitWell Metrics and Baremetrics 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 4.1 Fast | | | | | ||
| 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 | | | | |
ProfitWell Metrics Baremetrics first choice named as an alternative argued againstblank: not namedEach cell is one answer, ProfitWell Metrics on the left and Baremetrics on the right.The direct prompt
The plain question, one answer per model, grouped by where ProfitWell Metrics and Baremetrics stood in it.
Neither was the first choice, one was named
7 of 14 modelsThe answer put something else first and named one of the two as an alternative.Grok 4.1 FastChartMogul alternatives: Amplitude, Baremetrics, Databox, Looker Studio, Mixpanel
DeepSeek V4 FlashChartMogul alternatives: Amplitude, Baremetrics, Mixpanel, ProfitWell Metrics
Qwen 3.7 FlashChartMogul alternatives: Baremetrics, Databox
Kimi K2ChartMogul alternatives: Baremetrics, Databox, Klipfolio, Paddle Retain
GLM 4.7 FlashXDatabox alternatives: Amplitude, Baremetrics, ChartMogul, Gainsight
MiniMax M2.5ChartMogul alternatives: Baremetrics, Databox, Maxio Metrics, Microsoft Power BI, ProfitWell Metrics, Tableau
Muse Glimmer 30BChartMogul alternatives: Baremetrics, Paddle, ProfitWell Metrics
Neither was named
7 of 14 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5Amplitude alternatives: Databox, HubSpot Operations Hub, Mixpanel
GPT-5.4 miniLooker alternatives: Domo, June, Mixpanel
Gemini 3.5 FlashMaxio Metrics, Subscript alternatives: Amplitude, ChartMogul, Mixpanel, Mosaic
Perplexity SonarChartMogul alternatives: Amplitude, Databox, Maxio Metrics
Mistral SmallChartMogul, Databox alternatives: Tableau, Toolboks
Llama 4 Maverickno first choice
GPT-6 LunaChartMogul alternatives: 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
ProfitWell Metrics leads by thirteen points.
ProfitWell Metrics26%#2 of 12Baremetrics13%#3 of 12Mid-marketThe figures above
ProfitWell Metrics leads by twelve points.
ProfitWell Metrics14%#2 of 14Baremetrics2%#6 of 14Enterprise
The order flips: Baremetrics leads at enterprise.
Baremetrics2%#7 of 11ProfitWell Metrics0%#11 of 11What the models said about ProfitWell Metrics
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Bottom line: Avoid if you need real-time data, multi-billing-platform support, or long-term product investment.” DeepSeek V4 Flash · negative prompt · hard negative
“Basic ProfitWell (Paddle) setups – assumes a simple sales process and may not scale.” GLM 4.7 FlashX · negative prompt · hard negative
“ProfitWell Metrics (Stripe-owned, now deprecated)” Grok 4.1 Fast · comparative prompt · hard negative
“My top recommendation for a limited budget would be ProfitWell Metrics since it's free with no revenue limits” MiniMax M2.5 · budget prompt · first choice
“The best SaaS metrics dashboard for a company with a limited budget is ProfitWell Metrics by Paddle, which is free” Llama 4 Maverick · budget prompt · first choice
“the best default choice is usually ProfitWell Metrics if your main goal is core SaaS revenue tracking” Perplexity Sonar · budget prompt · first choice
What 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.
“Avoid Baremetrics, basic ChartMogul, basic ProfitWell, and Tableau if you need reliable subscription-revenue metrics.” GLM 4.7 FlashX · negative prompt · hard negative
“Criticized for poor customer service, data inconsistencies, and high costs” Mistral Small · negative prompt · hard negative
“large enterprises should avoid or be cautious about Baremetrics” Llama 4 Maverick · negative prompt · hard negative
“Need hosted, set-and-forget revenue reporting with accurate MRR breakdowns: ChartMogul or Baremetrics.” Muse Glimmer 30B · comparative prompt · first choice
“Choose ChartMogul or Baremetrics if your priority is subscription revenue health” Perplexity Sonar · comparative prompt · first choice
“I'd suggest looking at Fairview, ChartMogul, or Baremetrics as starting points.” MiniMax M2.5 · scale prompt · first choice
Also compared
ChartMogul vs ProfitWell MetricsChartMogul vs BaremetricsProfitWell Metrics vs Maxio MetricsProfitWell Metrics vs DataboxProfitWell Metrics vs Looker StudioProfitWell Metrics vs AmplitudeProfitWell Metrics vs LookerMaxio Metrics vs BaremetricsDatabox vs BaremetricsLooker Studio vs BaremetricsBaremetrics vs AmplitudeBaremetrics vs LookerAll 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.