2 categories · RankedChartMogul
Standing by category
| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| SaaS metrics and analytics | Planning and analysis | 45% | 1 of 81 | 9% | 54 | endorsed leader |
| Financial reporting and dashboards | Planning and analysis | 0% | 50 of 133 | 0% | 1 | under 10 labels · led by Sage Intacct at 27% |
Movement
By model
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 3 | 1 | 0 | 0 | 4 |
| GPT-5.4 mini | 2 | 0 | 0 | 0 | 2 |
| Gemini 3.5 Flash | 2 | 2 | 1 | 0 | 5 |
| Perplexity Sonar | 2 | 1 | 0 | 0 | 3 |
| Grok 4.1 Fast | 3 | 1 | 1 | 1 | 6 |
| Mistral Small | 1 | 2 | 2 | 1 | 6 |
| DeepSeek V4 Flash | 3 | 1 | 0 | 1 | 5 |
| Llama 4 Maverick | 2 | 1 | 1 | 0 | 4 |
| Qwen 3.7 Flash | 2 | 2 | 1 | 0 | 5 |
| Kimi K2 | 3 | 1 | 0 | 1 | 5 |
| GLM 4.7 FlashX | 3 | 2 | 0 | 0 | 5 |
| MiniMax M2.5 | 2 | 2 | 0 | 1 | 5 |
By framing
What the models said for it
Verbatim evidence the judge attached to positive labels.
“For most mid-market companies transitioning away from spreadsheets, ChartMogul offers the best balance of price, flexibility, and reliability.” Qwen 3.7 Flash · SaaS metrics · direct prompt · first choice
“go with ChartMogul. If your finance team is drowning in manual Excel sheets ... invest the time and money into Subscript or Maxio.” Gemini 3.5 Flash · SaaS metrics · paraphrase prompt · first choice
“ChartMogul - ChartMogul automates calculating subscription metrics correctly... It's perfect for early-stage to mid-size SaaS companies” Claude Haiku 4.5 · SaaS metrics · paraphrase prompt · first choice
“Primary: ChartMogul — It scales beautifully from mid-market to enterprise and offers the deepest subscription analytics” Kimi K2 · SaaS metrics · direct prompt · first choice
And against it
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
“Pricing scales aggressively with MRR ... some report temporary outages, MRR inconsistencies, and "abysmal" support for edge cases” Grok 4.1 Fast · SaaS metrics · negative prompt · soft negative
“ChartMogul | No native dunning (requires third-party), can have definition discrepancies” MiniMax M2.5 · SaaS metrics · negative prompt · soft negative
“ChartMogul is often recommended, but be cautious about the setup complexity and cost” Mistral Small · SaaS metrics · negative prompt · soft negative
“Be cautious: ChartMogul (integration data reliability)” DeepSeek V4 Flash · SaaS metrics · negative prompt · soft negative
Named alongside
What carried it into the answer
Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 133 of the 163 answers that named ChartMogul and are not a share of its labels.
Domains cited
479 of the 479 domain citations in answers naming ChartMogul came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
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