4 categories · Named, not rankedPaddle
Standing by category
| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| SaaS metrics and analytics | Planning and analysis | 0% | 69 of 81 | 50% | 2 | under 10 labels · led by ChartMogul at 45% |
| Sales tax automation | Tax and compliance | 0% | 34 of 38 | 50% | 2 | under 10 labels · led by Avalara AvaTax at 40% |
| B2B payment acceptance | Receivables and billing | 0% | 56 of 91 | 0% | 1 | under 10 labels · led by Helcim at 17% |
| Global e-invoicing compliance | Tax and compliance | 0% | 93 of 108 | 100% | 1 | under 10 labels · led by Avalara at 28% |
Movement
By model
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 1 | 2 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.1 Fast | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 2 | 2 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
By framing
What the models said for it
Verbatim evidence the judge attached to positive labels.
“The Gold Standard: Paddle (formerly ProfitWell) ... this is the most widely recognized platform” Qwen 3.7 Flash · SaaS metrics · direct prompt · alternative
“Choose Paddle if you are a SaaS founder who wants zero tax headaches” Gemini 3.5 Flash · Sales tax automation · comparative prompt · alternative
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.
“fine for small or e-commerce operations, but generally too limited for mid-sized B2B with multi-jurisdiction needs” DeepSeek V4 Flash · Global e-invoicing compl · paraphrase prompt · soft negative
“Vendor lock-in risk: Paddle actively pushes you to move your billing onto Paddle” DeepSeek V4 Flash · SaaS metrics · negative prompt · soft negative
“MoRs typically take 5% to 8% of *every transaction*” Gemini 3.5 Flash · Sales tax automation · 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 6 of the 15 answers that named Paddle and are not a share of its labels.
Domains cited
Nineteen of the twenty-one domain citations in answers naming Paddle came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Names read as Paddle
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