Zero of fourteen models named Orderful first on the direct prompt; zero named Boomi B2B/EDI Management. Orderful was named by fourteen of the fourteen models and Boomi B2B/EDI Management by thirteen and Orderful carries 40 labels and Boomi B2B/EDI Management 32, 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 EDI platforms page.
Across every category in the November 2026 Edition, Orderful and Boomi B2B/EDI Management were named in the same answer thirty-eight times, of the 98 answers naming Orderful and the 84 naming Boomi B2B/EDI Management. In those answers Boomi B2B/EDI Management took the first choice three times and Orderful four.
| 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.
“Be careful if you need extensive non-X12 support, broader file-transfer capabilities, or complex business workflows” Perplexity Sonar · negative prompt · soft negative
“*Be Aware of Complexity*” GLM 4.7 FlashX · negative prompt · soft negative
“Orderful offers transparent, affordable EDI starting at $189/month per trading partner with no setup fees, no per-transaction charges, and no hidden costs.” Claude Haiku 4.5 · budget prompt · first choice
“Orderful and Cleo are the top recommendations for small businesses with limited budgets” Mistral Small · budget prompt · first choice
“Orderful – best modern cloud option with transparent pricing” Muse Glimmer 30B · 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.
“Avoid enterprise tools like Boomi or full BizTalk unless you can scale quickly, as they can get expensive.” Grok 4.20 · budget prompt · hard negative
“Cleo, Boomi, or other broad integration platforms, if you want a turnkey EDI service and don't have technical staff.” GPT-6 Luna · negative prompt · soft negative
“Drawbacks: High cost and complexity. Requires experienced integration developers or certified consultants” Gemini 3.5 Flash · comparative prompt · soft negative
“Boomi or Cleo Integration Cloud are excellent starting points” Mistral Small · paraphrase prompt · first choice
“Cleo and Boomi represent modern alternatives to legacy platforms” MiniMax M2.5 · comparative prompt · first choice
“Best for: Companies already using an iPaaS who need EDI as part of a broader integration strategy” DeepSeek V4 Flash · comparative 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.