Four of twelve models named Maxio first on the direct prompt; two named RightRev. Maxio was named by twelve of the twelve models and RightRev by ten and Maxio carries 35 labels and RightRev 26, so the shares are not directly comparable.
Named in six categories 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 twelve 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 revenue recognition page.
Across every category in the September 2026 Edition, Maxio and RightRev were named in the same answer forty-one times, of the 142 answers naming Maxio and the 83 naming RightRev. In those answers RightRev took the first choice nine times and Maxio six.
| 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 |
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 seven in this category shown.
“The "under $20K/year" tier (like basic Maxio, ~$599/month) is really the entry point for dedicated SaaS-focused platforms.” DeepSeek V4 Flash · budget prompt · soft negative
“Dedicated rev-rec tools like Maxio or Zuora are typically too expensive ($599+/mo or custom).” Grok 4.1 Fast · budget prompt · soft negative
“no percentage-of-revenue overage fees (unlike competitors like Maxio or Chargebee)” Gemini 3.5 Flash · budget prompt · soft negative
“If you're SaaS-focused with billing needs: Start with Maxio. It's repeatedly called out as the top unified platform for mid-market B2B SaaS” Grok 4.1 Fast · direct prompt · first choice
“Maxio (formed from the merger of SaaSOptics and Chargify) is a billing and revenue management platform built specifically for B2B SaaS companies” Claude Haiku 4.5 · paraphrase prompt · first choice
“Maxio (the merged product of SaaSOptics and Chargify) is the industry standard” Gemini 3.5 Flash · paraphrase prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“Best for: High-growth B2B SaaS scaling between $50M and $1B in ARR... highly praised for its speed of innovation and policy-driven automation.” Gemini 3.5 Flash · direct prompt · first choice
“Well-regarded dedicated solutions include RightRev, Zuora (for enterprise), and newer entrants like Zenskar, Ordway, and Maxio” Kimi K2 · negative prompt · first choice
“layering a specialist like RightRev or Trullion on top of an existing stack” DeepSeek V4 Flash · comparative 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.