# Zylo vs Cledara: which do AI models recommend for saas management, October 2026

IT AI Recommendation Index, October 2026 Edition, SaaS management platforms. Zero of fourteen models named Zylo first on the direct prompt; zero named Cledara. Page: https://it-ai-index.com/operations/saas-management-platforms/zylo-vs-cledara/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Zylo | 4% | #4 of 16 | 16% | 51 | 14 of 14 |
| Cledara | 2% | #8 of 16 | 0% | 13 | 10 of 14 |

## The direct prompt, model by model

- GPT-5.4 mini: neither first, one named (first choices: Torii) (alternatives: BetterCloud, CoreView, Josys, Zylo)
- Grok 4.1 Fast: neither first, one named (first choices: Torii, Zluri) (alternatives: Corma, Vendr, Zylo)
- DeepSeek V4 Flash: neither first, one named (first choices: Torii) (alternatives: Corma, Vendr, Zluri, Zylo)
- Qwen 3.7 Flash: neither first, one named (first choices: Zluri) (alternatives: BetterCloud, Torii, Zylo)
- GLM 4.7 FlashX: neither first, one named (first choices: BetterCloud, Torii) (alternatives: CloudEagle.ai, Zluri, Zylo)
- GPT-6 Luna: neither first, one named (first choices: Torii) (alternatives: 1Password SaaS Manager, Zluri, Zylo)
- Muse Glimmer 30B: neither first, one named (first choices: Torii) (alternatives: Blissfully / Vendr, Corma, Zluri, Zylo)
- Claude Haiku 4.5: neither named
- Gemini 3.5 Flash: neither named (first choices: Zluri) (alternatives: 1Password SaaS Manager, Nudge Security, Torii)
- Perplexity Sonar: neither named (first choices: Cloudeagle) (alternatives: BetterCloud, Sastrify, Tropic, Varisource, Zluri)
- Mistral Small: neither named (first choices: Torii) (alternatives: BetterCloud, Zluri)
- Llama 4 Maverick: neither named (first choices: Cloudeagle) (alternatives: Josys, Varisource)
- Kimi K2: neither named (first choices: Zluri) (alternatives: Productiv, Torii)
- MiniMax M2.5: neither named (first choices: Torii, Zluri) (alternatives: Corma, Spendflo, Vendr)

## What the models said about Zylo

- "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

- "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)

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. Comparisons are drawn for the top eight products in each category. Published under CC BY 4.0; the output is the models' output, and nothing here is a recommendation by the index.