Zylo vs Cledara
Zero of fourteen models named Zylo first on the direct prompt; zero named Cledara. Zylo was named by fourteen of the fourteen models and Cledara by ten and Zylo carries 51 labels and Cledara 13, so the shares are not directly comparable.
Named in four 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 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.
By framing
ZyloFirst choices, of fourteen modelsCledara
Across every category in the October 2026 Edition, Zylo and Cledara were named in the same answer twenty-six times, of the 179 answers naming Zylo and the 59 naming Cledara. In those answers Cledara took the first choice eleven times and Zylo three.
Every model, every framing
| 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 | | | | |
Zylo Cledara first choice named as an alternative argued againstblank: not namedEach cell is one answer, Zylo on the left and Cledara on the right.The direct prompt
Neither was the first choice, one was named
7 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
7 of 14 modelsThe answer made no first choice from these two in this category.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.
By buyer segment
Zylo4%#4 of 16Cledara2%#8 of 16What the models said about Zylo
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
What the models said about Cledara
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“I'd recommend Cledara as the starting point” GLM 4.7 FlashX · paraphrase prompt · first choice
“If you want to stop runaway subscriptions instantly using virtual cards and earn cashback on your software: Go with Cledara.” Gemini 3.5 Flash · budget prompt · alternative
“Cledara is another good option if you want centralized spend visibility and payment control” GPT-5.4 mini · 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.