Zero of fourteen models named Zoho Inventory first on the direct prompt; zero named Veeqo. Zoho Inventory was named by twelve of the fourteen models and Veeqo by eight and Zoho Inventory carries 18 labels and Veeqo 10, 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.
Across every category in the November 2026 Edition, Zoho Inventory and Veeqo were named in the same answer thirty-one times, of the 79 answers naming Zoho Inventory and the 32 naming Veeqo. In those answers Veeqo took the first choice two times and Zoho Inventory sixteen.
| 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. Four of five in this category shown.
“Chronic inventory inaccuracy — "Not a single month in 3 years" with accurate stock levels” DeepSeek V4 Flash · negative prompt · hard negative
“Veeqo – *Best Overall for Multichannel E-Commerce (100% Free)*” Gemini 3.5 Flash · budget prompt · first choice
“Veeqo's free plan is an excellent starting point.” GLM 4.7 FlashX · budget prompt · first choice
“If you need zero upfront cost and shipping is your priority, Veeqo is an unbeatable free option.” DeepSeek V4 Flash · budget 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.