Zero of fourteen models named Zoho Inventory first on the direct prompt; one named Cin7 Omni. Zoho Inventory was named by fourteen of the fourteen models and Cin7 Omni by eight and Zoho Inventory carries 18 labels and Cin7 Omni 12, so the shares are not directly comparable.
Named in one category this edition.
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.
| 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. Three of four in this category shown.
“Start with a demo of Brightpearl and Cin7, as they're the most mid-market focused and have proven track records.” GLM 4.7 FlashX · direct prompt · first choice
“Cin7 Omni - best dedicated B2B-ready OMS for mid-market” Muse Glimmer 30B · paraphrase prompt · first choice
“If you run hybrid B2B + D2C: Cin7 Omni — offers the best balance of B2B-specific features” Kimi K2 · paraphrase prompt · alternative
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.