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SaaS metrics and analytics · November 2026 Edition

ChartMogul vs Maxio Metrics

Six of fourteen models named ChartMogul first on the direct prompt; zero named Maxio Metrics. ChartMogul was named by fourteen of the fourteen models and Maxio Metrics by eleven and ChartMogul carries 69 labels and Maxio Metrics 24, so the shares are not directly comparable.

ChartMogul

endorsed leader

Named in two categories this edition.

Maxio Metrics

accepted challenger

Named in two categories this edition.

First-choice share43%4%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate13%8%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#5A position in a field of 14; printed, not drawn.
Labels6924A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, ChartMogul reading right to left. Rank and label count are printed, not drawn.Databox was named alongside these two in eight of the fourteen direct answers. ChartMogul vs ProfitWell Metrics · ChartMogul vs Databox · ChartMogul 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.
ChartMogulFirst choices, of fourteen modelsMaxio Metrics
Direct601 against ChartMogul · 1 against Maxio Metrics
Paraphrase111
Comparative60
Budget-constrained501 against ChartMogul · 1 against Maxio Metrics
Scale-constrained11
Negative307 against ChartMogul
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, ChartMogul and Maxio Metrics were named in the same answer sixty-six times, of the 196 answers naming ChartMogul and the 73 naming Maxio Metrics. In those answers Maxio Metrics took the first choice eleven times and ChartMogul twenty-four.

Every model, every framing

The eighty-four answers behind the chart above, one cell each: where ChartMogul and Maxio Metrics stood in it.
ModelDirectParaphraseComparativeBudget-constrainedScale-constrainedNegative
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
ChartMogul Maxio Metrics first choice named as an alternative argued againstblank: not namedEach cell is one answer, ChartMogul on the left and Maxio Metrics on the right.

The direct prompt

The plain question, one answer per model, grouped by where ChartMogul and Maxio Metrics stood in it.

ChartMogul first, Maxio Metrics an alternative

6 of 14 modelsMaxio Metrics was named in the answer but not as the choice, or not at all.
Claude Haiku 4.5ChartMogul alternatives: Baremetrics, Databox
Grok 4.20ChartMogul alternatives: Baremetrics, Metabase, ProfitWell Metrics
DeepSeek V4 FlashChartMogul alternatives: Baremetrics, Databox, ProfitWell Metrics
Llama 4 MaverickChartMogul
Kimi K2ChartMogul alternatives: Amplitude, Baremetrics, Databox, Mixpanel
GPT-6 LunaChartMogul alternatives: Grid, Maxio Metrics

Neither was the first choice, one was named

4 of 14 modelsThe answer put something else first and named one of the two as an alternative.
GPT-5.4 miniDatabox alternatives: Baremetrics, ChartMogul, Looker, Tableau
Gemini 3.5 FlashMosaic alternatives: ChartMogul, Looker, Maxio Metrics, Metabase, Subscript
Perplexity SonarDatabox alternatives: Amplitude, ChartMogul, Maxio Metrics, Mixpanel
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.
Mistral SmallFairview alternatives: Databox, Intempt
Qwen 3.7 FlashProfitWell Metrics alternatives: Clari, Microsoft Power BI
GLM 4.7 FlashXAmplitude, Databox alternatives: Google Analytics, Luzmo, Mixpanel
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
ChartMogul leads by forty-one points.
ChartMogul41%#1 of 15
Maxio Metrics0%#14 of 15
The full small business standing →
Mid-marketThe figures above
ChartMogul leads by forty points.
ChartMogul43%#1 of 14
Maxio Metrics4%#5 of 14
The full mid-market standing →
Enterprise
The order flips: Maxio Metrics leads at enterprise.
Maxio Metrics20%#1 of 13
ChartMogul15%#2 of 13
The full enterprise standing →

What the models said about ChartMogul

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.

“Basic ChartMogul - Multiple AI models recommend avoiding the basic tier if you need reliable subscription-revenue metrics” MiniMax M2.5 · negative prompt · soft negative
“Frequent data mismatches ... complex setup for non-standard billing, and inaccuracies in churn calculations” Grok 4.20 · negative prompt · soft negative
“starts around $1,188/year on the Pro plan at the low end, so it's usually not the cheapest route” GPT-5.4 mini · budget prompt · soft negative
“ChartMogul offers superior segmentation and multi-billing-provider support, making it the better choice for SaaS companies above $500K MRR” Claude Haiku 4.5 · comparative prompt · first choice
“ChartMogul is currently cited as the leader for multi-source subscription metrics and investor-grade recurring revenue reporting.” Muse Glimmer 30B · paraphrase prompt · first choice
“Low Budget / Fastest Setup: Start with Databox (for general KPIs) combined with ChartMogul (for revenue metrics).” Qwen 3.7 Flash · budget 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

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.