SaaS metrics and analytics · November 2026 Edition
Databox vs Maxio Metrics
Three of fourteen models named Databox first on the direct prompt; zero named Maxio Metrics. Databox was named by eleven of the fourteen models and Maxio Metrics by eleven and Databox carries 23 labels and Maxio Metrics 24, so the shares are not directly comparable.
Named in three categories this edition.
Named in two categories this edition.
First-choice share9%4%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%8%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#3#5A position in a field of 14; printed, not drawn.
Labels2324A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Databox 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 Databox · ChartMogul vs Maxio Metrics · ProfitWell Metrics vs Databox
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.
DataboxFirst choices, of fourteen modelsMaxio Metrics
Direct301 against Maxio Metrics
Paraphrase01
Comparative00
Budget-constrained201 against Maxio Metrics
Scale-constrained01
Negative00
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 Databox and Maxio Metrics 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 | | | | |
Databox Maxio Metrics first choice named as an alternative argued againstblank: not namedEach cell is one answer, Databox on the left and Maxio Metrics on the right.The direct prompt
The plain question, one answer per model, grouped by where Databox and Maxio Metrics stood in it.
Databox first, Maxio Metrics an alternative
3 of 14 modelsMaxio Metrics was named in the answer but not as the choice, or not at all.GPT-5.4 miniDatabox alternatives: Baremetrics, ChartMogul, Looker, Tableau
Perplexity SonarDatabox alternatives: Amplitude, ChartMogul, Maxio Metrics, Mixpanel
GLM 4.7 FlashXAmplitude, Databox alternatives: Google Analytics, Luzmo, Mixpanel
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.Claude Haiku 4.5ChartMogul alternatives: Baremetrics, Databox
Gemini 3.5 FlashMosaic alternatives: ChartMogul, Looker, Maxio Metrics, Metabase, Subscript
Mistral SmallFairview alternatives: Databox, Intempt
DeepSeek V4 FlashChartMogul alternatives: Baremetrics, Databox, ProfitWell Metrics
Kimi K2ChartMogul alternatives: Amplitude, Baremetrics, Databox, Mixpanel
GPT-6 LunaChartMogul alternatives: Grid, Maxio Metrics
Muse Glimmer 30BBaremetrics alternatives: ChartMogul, Databox, ProfitWell Metrics
Neither was named
4 of 14 modelsThe answer made no first choice from these two in this category.Grok 4.20ChartMogul alternatives: Baremetrics, Metabase, ProfitWell Metrics
Llama 4 MaverickChartMogul
Qwen 3.7 FlashProfitWell Metrics alternatives: Clari, Microsoft Power BI
MiniMax M2.5Amplitude, Mixpanel alternatives: Domo
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
Databox leads by seven points.
Databox7%#4 of 15Maxio Metrics0%#14 of 15Mid-marketThe figures above
Enterprise
The order flips: Maxio Metrics leads at enterprise.
Maxio Metrics20%#1 of 13Databox4%#6 of 13What the models said about Databox
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“the best overall choice is Databox if you want one dashboard combining revenue, marketing, sales, and operational KPIs” Perplexity Sonar · budget prompt · first choice
“I'd recommend starting with Databox for its unified cross-source capabilities and AI insights” GLM 4.7 FlashX · direct prompt · first choice
What the models said about Maxio Metrics
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
Also compared
ChartMogul vs DataboxChartMogul vs Maxio MetricsProfitWell Metrics vs DataboxProfitWell Metrics vs Maxio MetricsDatabox vs BaremetricsDatabox vs AmplitudeDatabox vs MixpanelDatabox vs PostHogBaremetrics vs Maxio MetricsMaxio Metrics vs AmplitudeMaxio Metrics vs MixpanelMaxio Metrics 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.