Make vs Workato
Two of fourteen models named Make first on the direct prompt; four named Workato. Make was named by twelve of the fourteen models and Workato by eleven and Make carries 29 labels and Workato 20, so the shares are not directly comparable.
Named in three categories this edition.
Named in three categories 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 orchestration page.
By framing
MakeFirst choices, of fourteen modelsWorkato
Across every category in the November 2026 Edition, Make and Workato were named in the same answer thirty-seven times, of the 155 answers naming Make and the 91 naming Workato. In those answers Workato took the first choice three times and Make seven.
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 Workato first choice named as an alternative argued againstblank: not namedEach cell is one answer, Make on the left and Workato on the right.The direct prompt
Make first, Workato an alternative
2 of 14 modelsWorkato was named in the answer but not as the choice, or not at all.Workato first, Make an alternative
4 of 14 modelsMake was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
5 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
Make33%#1 of 10Workato0%#– of 10Workato5%#6 of 20Make0%#19 of 20What the models said about Make
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“It's best avoided for complex or high-volume workflows.” Mistral Small · negative prompt · hard negative
“Zapier, Make, or similar automation tools for high-volume, mission-critical processes” Perplexity Sonar · negative prompt · soft negative
“be cautious for complex, high-scale, or mission-critical orchestration” Grok 4.20 · negative prompt · soft negative
“The Best Overall (Visual & Complex Logic): Make (formerly Integromat) ... Make is currently the strongest contender.” Qwen 3.7 Flash · direct prompt · first choice
“the top recommendation for most mid‑market B2B organizations is: Make (formerly Integromat)” GLM 4.7 FlashX · direct prompt · first choice
“Make is generally considered the best balance between power and cost for most businesses.” Qwen 3.7 Flash · budget prompt · first choice
What the models said about Workato
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 or be cautious with Zapier, Make, and Workato for anything beyond simple automation” Mistral Small · negative prompt · hard negative
“Avoid enterprise tools such as Workato, Camunda, or ServiceNow” Perplexity Sonar · budget prompt · hard negative
“Workato, for example, can be overkill and cost-prohibitive for smaller teams” GLM 4.7 FlashX · scale prompt · soft negative
“Workato is repeatedly positioned for mid-market and enterprise organisations that need automation with strong governance, cross-department reliability and operational depth.” Muse Glimmer 30B · direct prompt · first choice
“For most mid-market B2B companies, Workato is the strongest *orchestration* choice if you have the budget and need serious governance.” DeepSeek V4 Flash · direct prompt · first choice
“Workato is the strongest overall choice” Perplexity Sonar · direct 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.