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SaaS management platforms · November 2026 Edition

Zluri vs Cledara

Four of fourteen models named Zluri first on the direct prompt; zero named Cledara. Zluri was named by thirteen of the fourteen models and Cledara by twelve and Zluri carries 50 labels and Cledara 18, so the shares are not directly comparable.

Zluri

accepted challenger

Named in eight categories this edition.

Cledara

accepted challenger

Named in one category this edition.

First-choice share12%4%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate16%6%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#3#6A position in a field of 15; printed, not drawn.
Labels5018A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Zluri reading right to left. Rank and label count are printed, not drawn.Torii was named alongside these two in eleven of the fourteen direct answers. Torii vs Zluri · Torii vs Cledara · Zylo vs Zluri

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

How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
ZluriFirst choices, of fourteen modelsCledara
Direct40
Paraphrase10
Comparative10
Budget-constrained022 against Zluri
Scale-constrained10
Negative106 against Zluri · 1 against Cledara
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.

Across every category in the November 2026 Edition, Zluri and Cledara were named in the same answer twenty-nine times, of the 194 answers naming Zluri and the 68 naming Cledara. In those answers Cledara took the first choice nine times and Zluri two.

Every model, every framing

The eighty-four answers behind the chart above, one cell each: where Zluri and Cledara stood in it.
ModelDirectParaphraseComparativeBudget-constrainedScale-constrainedNegative
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
Zluri Cledara first choice named as an alternative argued againstblank: not namedEach cell is one answer, Zluri on the left and Cledara on the right.

The direct prompt

The plain question, one answer per model, grouped by where Zluri and Cledara stood in it.

Zluri first, Cledara not the choice

4 of 14 modelsCledara was named in the answer but not as the choice, or not at all.
DeepSeek V4 FlashZluri alternatives: BetterCloud, Corma, Torii, Zylo
GLM 4.7 FlashXZluri alternatives: BetterCloud, Josys, Torii
MiniMax M2.5BetterCloud, Zluri alternatives: Josys, Torii
Muse Glimmer 30BTorii, Zluri alternatives: CloudEagle.ai, Corma, Sastrify, Spendflo, StackIQ, Vendr

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.
Gemini 3.5 FlashTorii alternatives: BetterCloud, Spendflo, Vertice, Zluri, Zylo
Perplexity SonarTorii alternatives: 1Password SaaS Manager, Cledara, Zluri
Grok 4.20Torii alternatives: CloudEagle.ai, Lumos, Zluri, Zylo
Mistral SmallBetterCloud alternatives: Productiv, Zluri, Zylo
Qwen 3.7 FlashTorii alternatives: Vendr, Zluri, Zylo
Kimi K2Torii alternatives: BetterCloud, Zluri
GPT-6 LunaTorii alternatives: Zluri, Zylo

Neither was named

3 of 14 modelsThe answer made no first choice from these two in this category.
Claude Haiku 4.5no first choice
GPT-5.4 miniZylo alternatives: BetterCloud, Productiv, Torii
Llama 4 Maverickno first choice

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

The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Cledara leads by twelve points.
Cledara16%#2 of 13
Zluri3%#7 of 13
The full small business standing →
Mid-marketThe figures above
The order flips: Zluri leads at mid-market.
Zluri12%#3 of 15
Cledara4%#6 of 15
The full mid-market standing →
Enterprise
Zluri leads by two points.
Zluri2%#5 of 10
Cledara0%#– of 10
The full enterprise standing →

What the models said about Zluri

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

What the models said about Cledara

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.

“Cledara: users mention cost, missing features, and clunky invoice/payment handling.” GPT-5.4 mini · negative prompt · soft negative
“the best SaaS management platform is typically Substly or Cledara” Grok 4.20 · budget prompt · first choice
“1. Cledara ⭐ Top Pick” GLM 4.7 FlashX · budget prompt · first choice
“best for small businesses wanting transparent pricing, purchasing controls, and virtual cards; plans reportedly start at $75/month” Perplexity Sonar · budget prompt · alternative
Also compared

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.