Celigo vs SnapLogic
One of twelve models named Celigo first on the direct prompt; two named SnapLogic. Celigo was named by eleven of the twelve models and SnapLogic by seven and Celigo carries 18 labels and SnapLogic 10, 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 twelve 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
CeligoFirst choices, of twelve modelsSnapLogic
Across every category in the September 2026 Edition, Celigo and SnapLogic were named in the same answer five times, of the 34 answers naming Celigo and the 17 naming SnapLogic. In those answers SnapLogic took the first choice zero times and Celigo two.
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 4.1 Fast | | | | |||
| Mistral Small | | | ||||
| DeepSeek V4 Flash | | | | |||
| Llama 4 Maverick | | | ||||
| Qwen 3.7 Flash | | |||||
| Kimi K2 | | | ||||
| GLM 4.7 FlashX | | |||||
| MiniMax M2.5 | | |
Celigo SnapLogic first choice named as an alternative argued againstblank: not namedEach cell is one answer, Celigo on the left and SnapLogic on the right.The direct prompt
Celigo first, SnapLogic not the choice
1 of 12 modelsSnapLogic was named in the answer but not as the choice, or not at all.SnapLogic first, Celigo not the choice
2 of 12 modelsCeligo was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
2 of 12 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
7 of 12 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
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.
“Best Overall Balance: Celigo ... strikes a perfect middle ground between ease of use and power.” Qwen 3.7 Flash · paraphrase prompt · first choice
“Choose Celigo if you want faster time-to-value and lower operational overhead” DeepSeek V4 Flash · direct prompt · first choice
“Celigo: Best Overall for ERP-Centric & B2B E-Commerce Operations” Gemini 3.5 Flash · paraphrase prompt · first choice
What the models said about SnapLogic
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“The best workflow automation and integration platform for a mid-market B2B company is Workato, SnapLogic, or Boomi.” Llama 4 Maverick · direct prompt · first choice
“I'd suggest evaluating Boomi or SnapLogic if you need enterprise-grade depth with unified governance” MiniMax M2.5 · direct prompt · first choice
“Workato/SnapLogic (enterprise iPaaS)” Grok 4.1 Fast · scale 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.