SaaS metrics and analytics · September 2026 Edition
ProfitWell Metrics vs Baremetrics
One of twelve models named ProfitWell Metrics first on the direct prompt; one named Baremetrics. Both were named by all twelve models and ProfitWell Metrics carries 38 labels and Baremetrics 41, so the shares are not directly comparable.
Named in one category this edition.
Named in two categories this edition.
First-choice share17%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate18%22%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#2#5A position in a field of 11; printed, not drawn.
Labels3841A 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 nine of the twelve direct answers. ChartMogul vs ProfitWell Metrics · ChartMogul vs Baremetrics · ProfitWell Metrics vs Looker Studio
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 saas metrics and analytics page.
By framing
How many of the twelve models made each the first choice, per way of asking, and how many argued against it.
ProfitWell MetricsFirst choices, of twelve modelsBaremetrics
Direct111 against ProfitWell Metrics · 1 against Baremetrics
Paraphrase001 against ProfitWell Metrics
Comparative03
Budget-constrained60
Scale-constrained001 against Baremetrics
Negative105 against ProfitWell Metrics · 7 against Baremetrics
Bars are first choices, 0 to 12 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to twelve.
Across every category in the September 2026 Edition, ProfitWell Metrics and Baremetrics were named in the same answer seventy-eight times, of the 104 answers naming ProfitWell Metrics and the 127 naming Baremetrics. In those answers Baremetrics took the first choice nine times and ProfitWell Metrics twenty-three.
Every model, every framing
The seventy-two 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 | | | | | |
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.
ProfitWell Metrics first, Baremetrics not the choice
1 of 12 modelsBaremetrics was named in the answer but not as the choice, or not at all.GPT-5.4 miniProfitWell Metrics alternatives: Amplitude, Looker, Microsoft Power BI, Mixpanel, Tableau
Baremetrics first, ProfitWell Metrics not the choice
1 of 12 modelsProfitWell Metrics was named in the answer but not as the choice, or not at all.MiniMax M2.5Baremetrics, ChartMogul alternatives: Microsoft Power BI
Neither was the first choice, one was named
5 of 12 modelsThe answer put something else first and named one of the two as an alternative.Claude Haiku 4.5ChartMogul alternatives: Amplitude, Baremetrics, HubSpot Operations Hub, Looker
Grok 4.1 FastChartMogul alternatives: Baremetrics, Looker Studio, Maxio, Paddle Retain, Stripe Sigma, Tableau/Power BI
Mistral SmallMicrosoft Power BI, Tableau alternatives: Baremetrics, ChartMogul, Mixpanel
DeepSeek V4 FlashChartMogul alternatives: Baremetrics, Looker, Microsoft Power BI, ProfitWell / Paddle Retain, Sigma Computing
Kimi K2ChartMogul alternatives: Baremetrics, Databox, Looker Studio
Neither was named
5 of 12 modelsThe answer made no first choice from these two in this category.Gemini 3.5 FlashSubscript alternatives: ChartMogul, Equals, Maxio
Perplexity SonarFairview alternatives: Databox, Microsoft Power BI
Llama 4 Maverickno first choice
Qwen 3.7 FlashChartMogul alternatives: Catalyst, Paddle
GLM 4.7 FlashXChartMogul, Databox alternatives: HockeyStack, Maxio
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 twenty points.
ProfitWell Metrics29%#2 of 10Baremetrics8%#4 of 10Mid-marketThe figures above
ProfitWell Metrics leads by fourteen points.
ProfitWell Metrics17%#2 of 11Baremetrics2%#5 of 11Enterprise
ProfitWell Metrics leads by five points.
ProfitWell Metrics7%#3 of 10Baremetrics2%#8 of 10What 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.
“If you're not on Paddle's payment platform, don't use ProfitWell metrics. You're building on a deprecated roadmap.” DeepSeek V4 Flash · negative prompt · hard negative
“It is not built to handle manual, sales-assisted enterprise contracts managed in a CRM. ... ProfitWell is not the right fit.” Gemini 3.5 Flash · paraphrase prompt · soft negative
“you have likely outgrown early-stage, plug-and-play tools (like Baremetrics or ProfitWell)” Gemini 3.5 Flash · direct prompt · soft negative
“Choose ProfitWell if you want the absolute best, most accurate, completely free revenue/billing metrics dashboard with zero setup time.” Gemini 3.5 Flash · budget prompt · first choice
“For most startups on a tight budget, ProfittWell + Looker Studio (both free) gives you 90% of what you need.” DeepSeek V4 Flash · budget prompt · first choice
“Start with ProfitWell if you're under $50K MRR. It's completely free with no usage caps” Kimi K2 · 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.
“Be cautious if: You're sensitive to cost (starts ~$129/mo...) Complaints include poor customer service ... data inconsistencies” Grok 4.1 Fast · negative prompt · soft negative
“you have likely outgrown early-stage, plug-and-play tools (like Baremetrics or ProfitWell)” Gemini 3.5 Flash · direct prompt · soft negative
“avoid paying for Baremetrics or ChartMogul unless you need their extra features” Mistral Small · negative prompt · soft negative
“I just want to know my MRR and Churn. | Baremetrics | Set up in 15 minutes; looks beautiful; simple.” Qwen 3.7 Flash · comparative prompt · first choice
“I would suggest starting with ChartMogul or Baremetrics if you want a purpose-built solution” MiniMax M2.5 · direct prompt · first choice
“If you want the best pure SaaS revenue dashboard: ChartMogul or Baremetrics.” GPT-5.4 mini · comparative prompt · first choice
Also compared
ChartMogul vs ProfitWell MetricsChartMogul vs BaremetricsProfitWell Metrics vs Looker StudioProfitWell Metrics vs DataboxProfitWell Metrics vs Microsoft Power BIProfitWell Metrics vs TableauLooker Studio vs BaremetricsDatabox vs BaremetricsBaremetrics vs Microsoft Power BIBaremetrics vs TableauAll twenty-one 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.