Five of fourteen models named Zluri first on the direct prompt; zero named Spendflo. Zluri was named by fourteen of the fourteen models and Spendflo by ten and Zluri carries 54 labels and Spendflo 19, so the shares are not directly comparable.
Named in ten categories this edition.
Named in two 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, Zluri and Spendflo were named in the same answer thirty-three times, of the 194 answers naming Zluri and the 51 naming Spendflo. In those answers Spendflo took the first choice zero times and Zluri 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 seven in this category shown.
“Zluri is a SaaS management platform that some people may want to avoid or be cautious about due to concerns over its maturity and practices” Llama 4 Maverick · negative prompt · hard negative
“A Reddit discussion from an IT manager explicitly recommends avoiding Zluri... "I heavily suggest you avoid Zluri."” GLM 4.7 FlashX · negative prompt · hard negative
“Zluri is the one I'd be most cautious about ... "I heavily suggest you avoid Zluri"” DeepSeek V4 Flash · negative prompt · hard negative
“Zluri is currently considered the industry leader for organizations that need a holistic view of their software ecosystem.” Qwen 3.7 Flash · direct prompt · first choice
“For most mid-market B2B companies, Zluri offers the best balance of capabilities, price, and implementation speed.” Kimi K2 · direct prompt · first choice
“Zluri and Torii are often the top choices due to their robust feature sets, scalability, and strong reviews” Mistral Small · paraphrase prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“flag integration problems for several platforms, including BetterCloud, CloudEagle, Lumos, Zluri, Productiv, and Spendflo” GPT-5.4 mini · negative prompt · soft negative
“I'd recommend Spendflo if your priority is a combined SaaS spend, procurement, and license management tool” Perplexity Sonar · paraphrase prompt · first choice
“I'd recommend starting with Zluri or Spendflo as they offer strong ROI through waste reduction” MiniMax M2.5 · paraphrase 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.