Zero of fourteen models named Corma first on the direct prompt; zero named Spendflo. Corma was named by nine of the fourteen models and Spendflo by ten and Corma carries 20 labels and Spendflo 19, so the shares are not directly comparable.
Named in three 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, Corma and Spendflo were named in the same answer seventeen times, of the 63 answers naming Corma and the 51 naming Spendflo. In those answers Spendflo took the first choice one time and Corma zero.
| 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.
“1. Corma - Offers a range of features for SaaS management... Pricing starts at $2,000-$2,500.” Llama 4 Maverick · budget prompt · first choice
“Corma — Best Overall for Tight Budgets (Free Tier Available)” DeepSeek V4 Flash · budget prompt · first choice
“SpendHound free or Corma’s free plan are the lowest risk starts” Muse Glimmer 30B · budget 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.