One of fourteen models named Zylo first on the direct prompt; two named BetterCloud. Zylo was named by fourteen of the fourteen models and BetterCloud by thirteen and Zylo carries 63 labels and BetterCloud 48, so the shares are not directly comparable.
Named in five categories this edition.
Named in four categories 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 management platforms page.
Across every category in the November 2026 Edition, Zylo and BetterCloud were named in the same answer 123 times, of the 190 answers naming Zylo and the 197 naming BetterCloud. In those answers BetterCloud took the first choice twelve times and Zylo forty-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 4.20 | ||||||
| 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 |
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.
“Avoid enterprise-focused platforms like Zylo, Torii, or Productiv” DeepSeek V4 Flash · budget prompt · hard negative
“Zylo is also criticized, with a high negative rate (84%)” Mistral Small · negative prompt · hard negative
“Avoid enterprise tools like Zylo ($30K+)” Kimi K2 · budget prompt · hard negative
“Choose Zylo if the primary goal is reducing SaaS spend, improving renewal visibility, and giving finance a detailed software portfolio view.” Perplexity Sonar · comparative prompt · first choice
“The Best All-Rounder: Zylo ... widely considered the market leader for SaaS management in the mid-market and enterprise” Qwen 3.7 Flash · paraphrase prompt · first choice
“Pure cost savings & vendor management → Start with Zylo, Vendr, or Sastrify.” Grok 4.20 · comparative prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of five in this category shown.
“you may want to proceed with caution—or avoid altogether—Zluri, BetterCloud, Torii, Productiv, and Zylo” Mistral Small · negative prompt · hard negative
“BetterCloud was reportedly acquired by CoreStack in March 2026; that is not automatically disqualifying, but export and support commitments should be written into the contract.” Perplexity Sonar · negative prompt · soft negative
“Zluri is not mature in its practices..." ... "Trials for Bettercloud and Torii and Zluri require sales pitches, and various meetings and approvals.” Muse Glimmer 30B · negative prompt · soft negative
“I'd recommend Zluri if you want enterprise features with quick implementation, or BetterCloud if you heavily rely on Google Workspace/Microsoft 365” MiniMax M2.5 · direct prompt · first choice
“Choose BetterCloud or Torii. - BetterCloud is especially strong for lifecycle management and governance.” GPT-5.4 mini · 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.