Zero of fourteen models named Zoho Inventory first on the direct prompt; three named NetSuite Order Management. Zoho Inventory was named by twelve of the fourteen models and NetSuite Order Management by thirteen and Zoho Inventory carries 18 labels and NetSuite Order Management 29, so the shares are not directly comparable.
Named in one category this edition.
By NetSuite, Austin, United States, founded 1998. Named in one category 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.
Across every category in the November 2026 Edition, Zoho Inventory and NetSuite Order Management were named in the same answer fifteen times, of the 79 answers naming Zoho Inventory and the 58 naming NetSuite Order Management. In those answers NetSuite Order Management took the first choice zero times and Zoho Inventory seven.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.20 | ||||||
| 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 |
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. Five of six in this category shown.
“Common complaints include sync issues with sales channels, a UI that often feels cluttered, and, at times, slow customer support.” Claude Haiku 4.5 · negative prompt · soft negative
“generally has less depth and scalability than enterprise OMS platforms” Perplexity Sonar · comparative prompt · soft negative
“Zoho Inventory: It offers a free plan and paid plans starting from $29/month, billed annually. It's best for affordable multi-channel tracking.” Llama 4 Maverick · budget prompt · first choice
“Zoho Inventory (Best Overall for Flexibility) ... widely considered the gold standard for startups and small businesses” Qwen 3.7 Flash · budget prompt · first choice
“Start with Zoho Inventory's free plan — it's the most robust free option for actual inventory and order management.” Kimi K2 · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“often flagged for high costs, complicated implementation, and being resource-intensive” Mistral Small · negative prompt · hard negative
“User Interface UI is cluttered and outdated making data entry tedious for non-tech-inclined members.” Claude Haiku 4.5 · negative prompt · soft negative
“ERP-tied modules (e.g., some NetSuite setups) often take 3–6+ months to implement and feel rigid.” Grok 4.20 · negative prompt · soft negative
“NetSuite OMS is the best choice when you already use or plan to adopt NetSuite.” GLM 4.7 FlashX · direct prompt · first choice
“NetSuite (Oracle NetSuite) – Best Overall for Integrated B2B/ERP Needs” Grok 4.20 · direct prompt · first choice
“or NetSuite if you want a more unified ERP-centric stack” GPT-5.4 mini · 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.