One of fourteen models named Kibo Order Management first on the direct prompt; one named SkuNexus. Kibo Order Management was named by nine of the fourteen models and SkuNexus by seven and Kibo Order Management carries 15 labels and SkuNexus 11, 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 4.20 | ||||||
| Mistral Small | SK | |||||
| DeepSeek V4 Flash | SK | |||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | SK | SK | ||||
| MiniMax M2.5 | ||||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B | SK | SK |
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. Four of five in this category shown.
“Kibo OMS has yet to fully develop its distributed order management (DOM) capabilities.” Claude Haiku 4.5 · negative prompt · soft negative
“Kibo stands out specifically for mid-market companies because it's designed for that segment” Claude Haiku 4.5 · paraphrase prompt · first choice
“Kibo was built specifically for high-volume commerce. It excels at omnichannel fulfillment” Qwen 3.7 Flash · direct prompt · first choice
“For complex store-based retail, start with Manhattan, Blue Yonder, IBM, Fluent, and Kibo.” GPT-6 Luna · comparative 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.
“SkuNexus excels if you run your own fulfillment and need highly customizable routing.” GLM 4.7 FlashX · direct prompt · first choice
“Most mid-sized B2B companies should start with Brightpearl or SkuNexus” GLM 4.7 FlashX · paraphrase prompt · first choice
“Better when routing, allocation, and warehouse workflows must closely match unique operating processes.” Perplexity Sonar · direct 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.