SaaS metrics and analytics · October 2026 Edition
Looker Studio vs Baremetrics
Zero of fourteen models named Looker Studio first on the direct prompt; zero named Baremetrics. Looker Studio was named by eleven of the fourteen models and Baremetrics by fourteen and Looker Studio carries 16 labels and Baremetrics 49, so the shares are not directly comparable.
Named in two categories this edition.
Named in one category this edition.
First-choice share4%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate12%22%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#5#6A position in a field of 14; printed, not drawn.
Labels1649A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Looker Studio 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 Looker Studio · 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 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.
Looker StudioFirst choices, of fourteen modelsBaremetrics
Direct001 against Baremetrics
Paraphrase001 against Baremetrics
Comparative05
Budget-constrained201 against Baremetrics
Scale-constrained011 against Looker Studio
Negative011 against Looker Studio · 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.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where Looker Studio 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 | | | | |
Looker Studio Baremetrics first choice named as an alternative argued againstblank: not namedEach cell is one answer, Looker Studio on the left and Baremetrics on the right.The direct prompt
The plain question, one answer per model, grouped by where Looker Studio 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
Baremetrics leads by eleven points.
Baremetrics13%#3 of 12Looker Studio2%#5 of 12Mid-marketThe figures above
The order flips: Looker Studio leads at mid-market.
Looker Studio4%#5 of 14Baremetrics2%#6 of 14Enterprise
The order flips: Baremetrics leads at enterprise.
Baremetrics2%#7 of 11Looker Studio0%#– of 11What the models said about Looker Studio
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.
“Bottom line: Avoid for everyday SaaS metrics. Use them only for ad-hoc exploration, not for board reporting.” DeepSeek V4 Flash · negative prompt · hard negative
“If you have \$0 budget, this is your best option.” Qwen 3.7 Flash · budget prompt · first choice
“Best truly free, unlimited option” Grok 4.1 Fast · budget prompt · first choice
“Pull those numbers into Looker Studio ... and layer on GA4 traffic, signups, and other sources.” GLM 4.7 FlashX · budget prompt · alternative
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 Looker StudioChartMogul vs BaremetricsProfitWell Metrics vs Looker StudioProfitWell Metrics vs BaremetricsMaxio Metrics vs Looker StudioMaxio Metrics vs BaremetricsDatabox vs Looker StudioDatabox vs BaremetricsLooker Studio vs AmplitudeLooker Studio vs LookerBaremetrics 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.