Two of fourteen models named BetterCloud first on the direct prompt; zero named Josys. BetterCloud was named by thirteen of the fourteen models and Josys by seven and BetterCloud carries 48 labels and Josys 12, so the shares are not directly comparable.
Named in four categories this edition.
Named in two 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.
| 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. 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
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“My top pick for most limited budgets: Josys at $3/user/month offers the best balance of features and affordability” MiniMax M2.5 · budget prompt · first choice
“Choose Josys if device management and SaaS lifecycle management need to live in one system.” Perplexity Sonar · comparative prompt · alternative
“best for a small IT team needing SaaS discovery plus employee onboarding/offboarding” Perplexity Sonar · budget prompt · alternative
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.