GTM AI Index
Index GTM data and infrastructure Automation & iPaaS › SnapLogic vs Tray.ai
Workflow automation and iPaaS · September 2026 Edition

SnapLogic vs Tray.ai

Two of twelve models named SnapLogic first on the direct prompt; zero named Tray.ai. SnapLogic was named by seven of the twelve models and Tray.ai by eight and SnapLogic carries 10 labels and Tray.ai 23, so the shares are not directly comparable.

SnapLogic

accepted challenger

Named in one category this edition.

Tray.ai

accepted challenger

Named in one category this edition.

First-choice share6%4%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%13%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#6#7A position in a field of 12; printed, not drawn.
Labels1023A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, SnapLogic reading right to left. Rank and label count are printed, not drawn.Workato was named alongside these two in ten of the twelve direct answers. Workato vs SnapLogic · Workato vs Tray.ai · Make vs SnapLogic

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

How many of the twelve models made each the first choice, per way of asking, and how many argued against it.
SnapLogicFirst choices, of twelve modelsTray.ai
Direct20
Paraphrase00
Comparative00
Budget-constrained00
Scale-constrained12
Negative003 against Tray.ai
Bars are first choices, 0 to 12 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to twelve.

Every model, every framing

The seventy-two answers behind the chart above, one cell each: where SnapLogic and Tray.ai stood in it.
ModelDirectParaphraseComparativeBudget-constrainedScale-constrainedNegative
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
SnapLogic Tray.ai first choice named as an alternative argued againstblank: not namedEach cell is one answer, SnapLogic on the left and Tray.ai on the right.

The direct prompt

The plain question, one answer per model, grouped by where SnapLogic and Tray.ai stood in it.

SnapLogic first, Tray.ai not the choice

2 of 12 modelsTray.ai was named in the answer but not as the choice, or not at all.
Llama 4 MaverickBoomi, SnapLogic, Workato
MiniMax M2.5Boomi, SnapLogic alternatives: Make, Microsoft Power Automate

Neither was the first choice, one was named

5 of 12 modelsThe answer put something else first and named one of the two as an alternative.
Gemini 3.5 FlashWorkato alternatives: Celigo, Make, Tray.ai
Grok 4.1 FastWorkato alternatives: Boomi, Celigo, Make, Tray.ai
Mistral SmallWorkato alternatives: Jitterbit Harmony, Tray.ai
DeepSeek V4 FlashCeligo, Workato alternatives: Boomi, Jitterbit, Tray.ai
Qwen 3.7 FlashMake alternatives: Tray.ai, Workato

Neither was named

5 of 12 modelsThe answer made no first choice from these two in this category.
Claude Haiku 4.5Workato alternatives: Kissflow, Make, Microsoft Power Automate, Zapier
GPT-5.4 miniWorkato alternatives: Boomi, MuleSoft
Perplexity SonarWorkato alternatives: HubSpot Operations Hub, Make, n8n
Kimi K2Make, n8n alternatives: Workato, Zapier
GLM 4.7 FlashXMake alternatives: n8n

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

The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Level: the same share of first choices.
SnapLogic0%#– of 8
Tray.ai0%#– of 8
The full small business standing →
Mid-marketThe figures above
SnapLogic leads by two points.
SnapLogic6%#6 of 12
Tray.ai4%#7 of 12
The full mid-market standing →
Enterprise
Level: the same share of first choices.
SnapLogic2%#– of 11
Tray.ai2%#7 of 11
The full enterprise standing →

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

What the models said about Tray.ai

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 MuleSoft, Workato, and Tray.io (unless you are a major enterprise)” Gemini 3.5 Flash · negative prompt · hard negative
“powerful, but often overkill for smaller teams, and pricing/implementation complexity can be a major caution” Perplexity Sonar · negative prompt · soft negative
“Entirely quote-based pricing with no self-serve option—estimated $595+/month starting point” Kimi K2 · negative prompt · soft negative
“Tier 1 Middleware platforms (like Workato, Tray.io, or Microsoft Fabric)” Qwen 3.7 Flash · scale prompt · first choice
“Default choice: Workato or Tray.ai” Kimi K2 · scale prompt · first choice
“Choose Workato/Tray.io if you are a large company connecting CRMs to ERPs, require audit trails” Qwen 3.7 Flash · comparative prompt · alternative
Also compared

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.