Three of fourteen models named Workato first on the direct prompt; two named Zapier. Workato was named by eleven of the fourteen models and Zapier by eleven and Workato carries 18 labels and Zapier 32, so the shares are not directly comparable.
Named in four categories this edition.
Named in nine 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.
Across every category in the October 2026 Edition, Workato and Zapier were named in the same answer forty times, of the 66 answers naming Workato and the 165 naming Zapier. In those answers Zapier took the first choice twelve times and Workato two.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.1 Fast | ||||||
| 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. Six of eight in this category shown.
“Workato specifically gets complaints about overwhelming complexity/pricing, steep onboarding, data limits” Grok 4.1 Fast · negative prompt · soft negative
“typically starts around $15,000+/year, which can be overkill for many mid-market budgets” DeepSeek V4 Flash · direct prompt · soft negative
“Considerations: Higher cost, requires dedicated integration engineers” GLM 4.7 FlashX · direct prompt · soft negative
“I'd put Workato on the shortlist first for a mid-market B2B company that needs reliable integrations plus governance” GPT-6 Luna · direct prompt · first choice
“Choose Workato when you need governed, auditable orchestration across CRM, marketing automation, RevOps and ERP” Muse Glimmer 30B · direct prompt · first choice
“the strongest default choice is usually Workato” Perplexity Sonar · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of five in this category shown.
“If your budget is bleeding from expensive tools like Zapier or Make... self-hosting is your best friend.” Gemini 3.5 Flash · budget prompt · hard negative
“Avoid No-Code (Zapier/Make) for data infrastructure, ETL, and backend logic.” Gemini 3.5 Flash · negative prompt · hard negative
“For most mid-market B2B companies without deep technical resources, Zapier or Make are practical starting points.” Claude Haiku 4.5 · direct prompt · first choice
“Popular Mid-Market Pick: Make or Zapier—balance of power, ease, and price for B2B ops” Grok 4.1 Fast · direct prompt · first choice
“For no-code, app integrations, Zapier (with a free tier) or n8n (self-hosted free option) are excellent.” Mistral Small · 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.