Zero of fourteen models named Zylo first on the direct prompt; one named BetterCloud. Both were named by all fourteen models and Zylo carries 51 labels and BetterCloud 42, so the shares are not directly comparable.
Named in four categories this edition.
Named in three 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 October 2026 Edition, Zylo and BetterCloud were named in the same answer ninety-nine times, of the 179 answers naming Zylo and the 166 naming BetterCloud. In those answers BetterCloud took the first choice ten times and Zylo twenty-four.
| 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.
“Platforms to Avoid on a Tight Budget ... Zylo | Starts at ~$30,000/year” Kimi K2 · budget prompt · hard negative
“What to Avoid on a Budget ... Zylo (starting ~$30K/year)” DeepSeek V4 Flash · budget prompt · hard negative
“Avoid Zylo, Productiv, and BetterCloud.” Gemini 3.5 Flash · negative prompt · hard negative
“Zylo is currently the market leader in SaaS management... they remain a top choice for smaller companies because of their "Starter" or free tiers.” Qwen 3.7 Flash · budget prompt · first choice
“I'd generally recommend Zylo if your main goal is SaaS spend visibility, license optimization, and renewal management” GPT-5.4 mini · paraphrase prompt · first choice
“Zylo (Gartner Leader) | Enterprises with high SaaS spend ($500K+) | Spend optimization using $75B+ data benchmarks” Grok 4.1 Fast · comparative prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.
“Avoid Zylo, Productiv, and BetterCloud.” Gemini 3.5 Flash · negative prompt · hard negative
“list pricing for BetterCloud is higher than market average ... teams with strict data residency requirements or 24/7 support needs should verify those constraints” Muse Glimmer 30B · negative prompt · soft negative
“BetterCloud is a solid enterprise-grade option, but it's not a plug-and-play solution. Be prepared for significant implementation effort” GLM 4.7 FlashX · negative prompt · soft negative
“BetterCloud is widely considered the category leader and positions itself as an end-to-end SaaS management platform.” 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.