Four of fourteen models named Zluri first on the direct prompt; two named BetterCloud. Zluri was named by thirteen of the fourteen models and BetterCloud by thirteen and Zluri carries 50 labels and BetterCloud 48, so the shares are not directly comparable.
Named in eight 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, Zluri and BetterCloud were named in the same answer 104 times, of the 194 answers naming Zluri and the 197 naming BetterCloud. In those answers BetterCloud took the first choice eight times and Zluri 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 4.20 | ||||||
| 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 six in this category shown.
“It is recommended to avoid Zluri due to concerns over its maturity and practices.” Llama 4 Maverick · negative prompt · hard negative
“IT managers have explicitly recommended avoiding Zluri due to these issues.” Mistral Small · negative prompt · hard negative
“without proper controls I would recommend no one use them.” Muse Glimmer 30B · negative prompt · hard negative
“For most mid-market B2B companies (100–1,000 employees), Zluri is the strongest overall choice.” DeepSeek V4 Flash · direct prompt · first choice
“Start with Zluri or Torii. Zluri if you want to prove ROI quickly with lower investment” Kimi K2 · scale prompt · first choice
“Look for "Cloud-Native" SMPs built specifically for governance (e.g., Zluri, Claude.ai, Tackle)” Qwen 3.7 Flash · negative 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.