Zero of fourteen models named ProfitWell Metrics first on the direct prompt; one named Maxio Metrics. ProfitWell Metrics was named by fourteen of the fourteen models and Maxio Metrics by twelve and ProfitWell Metrics carries 42 labels and Maxio Metrics 25, so the shares are not directly comparable.
Named in one category this edition.
Named in one category this edition.
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.
Across every category in the October 2026 Edition, ProfitWell Metrics and Maxio Metrics were named in the same answer twenty-six times, of the 117 answers naming ProfitWell Metrics and the 63 naming Maxio Metrics. In those answers Maxio Metrics took the first choice five times and ProfitWell Metrics two.
| 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 |
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.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Bottom line: Avoid if you need real-time data, multi-billing-platform support, or long-term product investment.” DeepSeek V4 Flash · negative prompt · hard negative
“Basic ProfitWell (Paddle) setups – assumes a simple sales process and may not scale.” GLM 4.7 FlashX · negative prompt · hard negative
“ProfitWell Metrics (Stripe-owned, now deprecated)” Grok 4.1 Fast · comparative prompt · hard negative
“My top recommendation for a limited budget would be ProfitWell Metrics since it's free with no revenue limits” MiniMax M2.5 · budget prompt · first choice
“The best SaaS metrics dashboard for a company with a limited budget is ProfitWell Metrics by Paddle, which is free” Llama 4 Maverick · budget prompt · first choice
“the best default choice is usually ProfitWell Metrics if your main goal is core SaaS revenue tracking” Perplexity Sonar · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“implementing them too early can choke a startup... Avoid complex enterprise financial suites until you are scaling past $5M–$10M ARR” Gemini 3.5 Flash · negative prompt · soft negative
“That broader scope may be unnecessary if all you need is basic recurring-revenue reporting” GPT-6 Luna · negative prompt · soft negative
“Maxio is the strongest standalone recommendation” Qwen 3.7 Flash · paraphrase prompt · first choice
“Maxio is the heavy-hitter for mid-market SaaS.” Gemini 3.5 Flash · direct prompt · first choice
“Recommended: Maxio (Chargify + SaaSOptics)” DeepSeek V4 Flash · paraphrase prompt · first choice
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.