Workato vs Celigo
Eight of fourteen models named Workato first on the direct prompt; two named Celigo. Workato was named by fourteen of the fourteen models and Celigo by twelve and Workato carries 56 labels and Celigo 18, so the shares are not directly comparable.
Named in two 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 automation and ipaas page.
By framing
WorkatoFirst choices, of fourteen modelsCeligo
Across every category in the October 2026 Edition, Workato and Celigo were named in the same answer thirty-eight times, of the 162 answers naming Workato and the 48 naming Celigo. In those answers Celigo took the first choice six times and Workato seventeen.
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 | | | | | |
Workato Celigo first choice named as an alternative argued againstblank: not namedEach cell is one answer, Workato on the left and Celigo on the right.The direct prompt
Both were the first choice
1 of 14 modelsThe answer named them together, and the judge labeled each a first choice.Workato first, Celigo an alternative
7 of 14 modelsCeligo was named in the answer but not as the choice, or not at all.Celigo first, Workato an alternative
1 of 14 modelsWorkato was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
1 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
4 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
Workato28%#1 of 11Celigo12%#3 of 11What the models said about Workato
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“Caution points are cost and complexity... Overkill for small teams; licensing and implementation costs can be high relative to simpler needs.” Muse Glimmer 30B · negative prompt · soft negative
“often enterprise-first and can require significant IT involvement ... may be overkill for simple team automation” Perplexity Sonar · negative prompt · soft negative
“Powerful but expensive (~$2,500+/month...). Better for enterprises with dedicated integration budgets.” Kimi K2 · direct prompt · soft negative
“For most mid-market B2B companies, Workato is the best overall choice due to its scalability, depth, and B2B-focused integrations.” Mistral Small · direct prompt · first choice
“Workato is most often named as the overall "best for mid-market and enterprise IT teams running governed integrations"” Muse Glimmer 30B · direct prompt · first choice
“Workato is the safest and most flexible first choice if you want business teams to automate across apps” DeepSeek V4 Flash · direct prompt · first choice
What the models said about Celigo
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“Celigo and Workato are top picks due to their balance of ease of use, scalability, and strong B2B-focused features” Mistral Small · paraphrase prompt · first choice
“→ Start with Celigo. It hits the sweet spot of capability, cost, and usability for mid-market B2B.” Kimi K2 · paraphrase prompt · first choice
“Celigo for most NetSuite‑centric or SaaS‑heavy stacks with a mix of IT and business users” 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.