Zero of fourteen models named Spendflo first on the direct prompt; two named Cloudeagle. Spendflo was named by ten of the fourteen models and Cloudeagle by nine and Spendflo carries 19 labels and Cloudeagle 12, so the shares are not directly comparable.
Named in two categories this edition.
Named in four 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, Spendflo and Cloudeagle were named in the same answer eight times, of the 51 answers naming Spendflo and the 34 naming Cloudeagle. In those answers Cloudeagle took the first choice zero times and Spendflo one.
| 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. 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
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.
“mention performance concerns for AvePoint and CloudEagle” GPT-5.4 mini · negative prompt · soft negative
“CloudEagle - A procurement-focused SaaS management platform with broad discovery coverage, suitable for mid-market and enterprise teams” Llama 4 Maverick · direct prompt · first choice
“the strongest overall choice is usually CloudEagle” Perplexity Sonar · direct prompt · first choice
“For full SaaS lifecycle management: CloudEagle” Mistral Small · 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.