Make vs Boomi
Three of fourteen models named Make first on the direct prompt; zero named Boomi. Both were named by all fourteen models and Make carries 55 labels and Boomi 30, so the shares are not directly comparable.
Named in seven categories this edition.
By Dell Boomi, Chesterbrook. 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 workflow automation and ipaas page.
By framing
MakeFirst choices, of fourteen modelsBoomi
Across every category in the October 2026 Edition, Make and Boomi were named in the same answer thirty-seven times, of the 172 answers naming Make and the 82 naming Boomi. In those answers Boomi took the first choice one time and Make five.
Every model, every framing
| 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 | | | |
Make Boomi first choice named as an alternative argued againstblank: not namedEach cell is one answer, Make on the left and Boomi on the right.The direct prompt
Make first, Boomi not the choice
3 of 14 modelsBoomi was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
8 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
3 of 14 modelsThe answer made no first choice from these two in this category.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.
By buyer segment
Boomi9%#4 of 14Make0%#14 of 14What the models said about Make
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of six in this category shown.
“Make.com given reliability decline and support issues” Kimi K2 · negative prompt · hard negative
“Examples: Complex setups on Make (formerly Integromator) or Retool ... they encourage bad architecture if not strictly governed.” Qwen 3.7 Flash · negative prompt · soft negative
“platforms like Make or n8n can be powerful, but they become harder to maintain as flows grow more branched” Perplexity Sonar · negative prompt · soft negative
“For most budget-conscious companies, Make offers the best balance of affordability, capability, and ease of use” Kimi K2 · budget prompt · first choice
“For most mid-market B2B companies, Make offers the best balance of capability, visual ease-of-use, and cost.” Kimi K2 · direct prompt · first choice
“Best Overall for Non-Developers: Make.com ... Make is the industry-standard budget choice.” Gemini 3.5 Flash · budget prompt · first choice
What the models said about Boomi
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“Avoid Heavy Enterprise Middleware (MuleSoft, Boomi, TIBCO) unless you are a Fortune 500 company” Gemini 3.5 Flash · negative prompt · hard negative
“Complexity and cost... Overkill for most mid-market companies unless you have significant legacy infrastructure.” DeepSeek V4 Flash · direct prompt · soft negative
“heavyweight legacy platforms like MuleSoft or Boomi” Gemini 3.5 Flash · scale prompt · soft negative
“My default recommendation is Boomi for a mid-sized B2B company that needs a general-purpose integration platform” GPT-6 Luna · paraphrase prompt · first choice
“Boomi is usually the safest "general-purpose" recommendation for a mid-sized B2B company” GPT-5.4 mini · paraphrase prompt · first choice
“Boomi if you need robust hybrid/on‑prem connectivity and B2B/EDI integration” GLM 4.7 FlashX · paraphrase 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.