Integrate.io vs Hevo Data
Six of fourteen models named Integrate.io first on the direct prompt; one named Hevo Data. Integrate.io was named by ten of the fourteen models and Hevo Data by thirteen and Integrate.io carries 19 labels and Hevo Data 31, so the shares are not directly comparable.
Named in two categories 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 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 ETL and ELT page.
By framing
Integrate.ioFirst choices, of fourteen modelsHevo Data
Across every category in the November 2026 Edition, Integrate.io and Hevo Data were named in the same answer twenty-six times, of the 67 answers naming Integrate.io and the 101 naming Hevo Data. In those answers Hevo Data took the first choice five times and Integrate.io six.
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 | | | | |
Integrate.io Hevo Data first choice named as an alternative argued againstblank: not namedEach cell is one answer, Integrate.io on the left and Hevo Data on the right.The direct prompt
Integrate.io first, Hevo Data an alternative
6 of 14 modelsHevo Data was named in the answer but not as the choice, or not at all.Hevo Data first, Integrate.io an alternative
1 of 14 modelsIntegrate.io was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
2 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
5 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
Hevo Data29%#2 of 15Integrate.io0%#10 of 15Integrate.io13%#3 of 19Hevo Data4%#5 of 19Integrate.io20%#2 of 14Hevo Data0%#11 of 14What the models said about Integrate.io
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“Hevo or Integrate.io are solid all-in-ones but can get expensive or less flexible for transformations.” Grok 4.20 · paraphrase prompt · soft negative
“The best ETL tool for a mid-market B2B company is Integrate.io, Fivetran, or Kleene.ai.” Llama 4 Maverick · direct prompt · first choice
“Integrate.io is the most cited flat-price mid-market option, starting ~$1,999/month” Muse Glimmer 30B · direct prompt · first choice
“If you want a single, low-code, cost-predictable platform, choose Integrate.io.” Mistral Small · paraphrase prompt · first choice
What the models said about Hevo Data
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Examples commonly cited with volume-driven pricing are Fivetran, Hevo Data and similar managed connectors.” Muse Glimmer 30B · negative prompt · soft negative
“Hevo or Integrate.io are solid all-in-ones but can get expensive or less flexible for transformations.” Grok 4.20 · paraphrase prompt · soft negative
“These can be good products, but usage-based billing may rise sharply with data volume” Perplexity Sonar · negative prompt · soft negative
“Hevo Data: A no-code, all-in-one platform with flat pricing from $239/month, real-time visibility into every sync, and 24×7 support.” Llama 4 Maverick · budget prompt · first choice
“Hevo Data is the best default choice” Perplexity Sonar · direct prompt · first choice
“If you prefer a fully managed, no-code solution with predictable pricing, Hevo Data or Skyvia are excellent options.” 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.