Zero of fourteen models named Zoho Inventory first on the direct prompt; two named Oracle NetSuite. Zoho Inventory was named by fourteen of the fourteen models and Oracle NetSuite by nine and Zoho Inventory carries 18 labels and Oracle NetSuite 10, so the shares are not directly comparable.
Named in one category this edition.
By Oracle Corporation, Bengaluru, India, founded 1977. 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 order management systems page.
| 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 four in this category shown.
“For most budget-conscious companies just starting out, Zoho Inventory is often the best choice due to its free tier and affordable paid plans” Claude Haiku 4.5 · budget prompt · first choice
“If you want the lowest-cost practical recommendation, I'd start with Zoho Inventory for most businesses” GPT-5.4 mini · budget prompt · first choice
“Zoho Inventory is the strongest default choice because multiple reviews call it the most affordable option” Perplexity Sonar · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“NetSuite’s UI is frequently criticized for being slow, clunky, and unintuitive” Gemini 3.5 Flash · negative prompt · soft negative
“though it can be costly for SMBs with a steep learning curve” Claude Haiku 4.5 · comparative prompt · soft negative
“I'd recommend Oracle NetSuite as a strong starting point for omnichannel order orchestration software.” Grok 4.1 Fast · paraphrase prompt · first choice
“The Comprehensive Leader: Oracle NetSuite ... this is the industry standard.” Qwen 3.7 Flash · paraphrase prompt · first choice
“Oracle NetSuite (Frequently #1 for mid-sized businesses)” Grok 4.1 Fast · direct 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.