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ETL and ELT · October 2026 Edition

Fivetran vs Airbyte

Eight of fourteen models named Fivetran first on the direct prompt; two named Airbyte. Both were named by all fourteen models and Fivetran carries 61 labels and Airbyte 63, so the shares are not directly comparable.

Fivetran

endorsed leader

Named in four categories this edition.

Airbyte

accepted challenger

Named in one category this edition.

First-choice share40%28%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.

Negative rate8%5%Negative labels as a share of the product's labels, 0 to 100.

Rank in category#1#2A position in a field of 18; printed, not drawn.

Labels6163A count; the two differ.

The two percentage rows are drawn on one 0 to 100 track, Fivetran reading right to left. Rank and label count are printed, not drawn.Fivetran vs Hevo Data · Fivetran vs Stitch · Fivetran vs Talend

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

How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.

FivetranFirst choices, of fourteen modelsAirbyte

Direct82

Paraphrase103

Comparative41

Budget-constrained091 against Fivetran

Scale-constrained31

Negative014 against Fivetran · 3 against Airbyte

Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.

Across every category in the October 2026 Edition, Fivetran and Airbyte were named in the same answer 152 times, of the 205 answers naming Fivetran and the 168 naming Airbyte. In those answers Airbyte took the first choice twenty-seven times and Fivetran forty-three.

Every model, every framing

The eighty-four answers behind the chart above, one cell each: where Fivetran and Airbyte stood in it.

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

Fivetran

Airbyte

first choice

named as an alternative

argued againstblank: not namedEach cell is one answer, Fivetran on the left and Airbyte on the right.

The direct prompt

The plain question, one answer per model, grouped by where Fivetran and Airbyte stood in it.

Both were the first choice

1 of 14 modelsThe answer named them together, and the judge labeled each a first choice.

GPT-5.4 miniAirbyte, Fivetran alternatives: Matillion

Fivetran first, Airbyte an alternative

7 of 14 modelsAirbyte was named in the answer but not as the choice, or not at all.

Gemini 3.5 FlashFivetran alternatives: Airbyte, Hevo Data, Rivery

Perplexity SonarFivetran alternatives: Airbyte, Hevo Data

Grok 4.1 FastFivetran alternatives: Airbyte, Hevo Data, Integrate.io

Mistral SmallFivetran alternatives: Airbyte, Celigo, Workato

Llama 4 MaverickFivetran alternatives: Airbyte, Databricks Lakeflow, Domo

GPT-6 LunaFivetran alternatives: Airbyte, Matillion

Muse Glimmer 30BFivetran alternatives: Apache Airflow, Estuary Flow, Integrate.io, Matillion, dbt

Airbyte first, Fivetran an alternative

1 of 14 modelsFivetran was named in the answer but not as the choice, or not at all.

Qwen 3.7 FlashAirbyte alternatives: Fivetran, Hevo Data

Neither was the first choice, one was named

4 of 14 modelsThe answer put something else first and named one of the two as an alternative.

DeepSeek V4 FlashHevo Data alternatives: Airbyte, Fivetran

Kimi K2Hevo Data alternatives: Airbyte, Rivery, Stitch

GLM 4.7 FlashXHevo Data, Stitch alternatives: Airbyte, Fivetran

MiniMax M2.5Integrate.io alternatives: Airbyte, Fivetran

Neither was named

1 of 14 modelsThe answer made no first choice from these two in this category.

Claude Haiku 4.5no first choice

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

Airbyte leads by nineteen points.

Airbyte#1 of 11

Fivetran#3 of 11

The full small business standing →

Mid-marketThe figures above

The order flips: Fivetran leads at mid-market.

Fivetran#1 of 18

Airbyte#2 of 18

The full mid-market standing →

Enterprise

Fivetran leads by forty-nine points.

Fivetran#1 of 15

Airbyte#11 of 15

The full enterprise standing →

What the models said about Fivetran

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.

“"Airbyte & Fivetran are bad products." ... That view is not consensus, but it is representative of complaints about pricing models” Muse Glimmer 30B · negative prompt · soft negative

“Fivetran has high pricing for large row volumes using the MAR pricing model, and limited real-time support” Claude Haiku 4.5 · negative prompt · soft negative

“avoid the "billing roulette" of expensive enterprise tools like Fivetran or Informatica” Gemini 3.5 Flash · budget prompt · soft negative

“Managed, low-maintenance option: Fivetran. ... Choose Fivetran + Snowflake + dbt if you want minimal engineering overhead” Muse Glimmer 30B · paraphrase prompt · first choice

“1. Fivetran: Recommended for B2B SaaS firms heavily invested in Salesforce, HubSpot, NetSuite, and Snowflake.” Llama 4 Maverick · direct prompt · first choice

“The industry standard for zero-maintenance ELT... Choose Fivetran if you have a budget, a small data team” Gemini 3.5 Flash · comparative prompt · first choice

What the models said about Airbyte

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.

“"Airbyte & Fivetran are bad products." ... That view is not consensus, but it is representative of complaints about pricing models” Muse Glimmer 30B · negative prompt · soft negative

“citing frequent job failures, slow sync times, regular timeouts, missing records” Claude Haiku 4.5 · negative prompt · soft negative

“Unreliable connectors – Community-built connectors are frequently buggy” DeepSeek V4 Flash · negative prompt · soft negative

“Airbyte – Best Overall Value ... For most mid-sized B2B companies, I recommend: Airbyte (or Fivetran if budget allows) + dbt + Snowflake/BigQuery” Kimi K2 · paraphrase prompt · first choice

“Cost/predictability option: Airbyte. ... Choose Airbyte + Snowflake/BigQuery + dbt if you want open-source flexibility” Muse Glimmer 30B · paraphrase prompt · first choice

“If you have a software developer on staff, self-host the open-source version of [Airbyte](https://airbyte.com)” Gemini 3.5 Flash · budget prompt · first choice

Also compared

Fivetran vs Hevo Data Fivetran vs Stitch Fivetran vs Talend Fivetran vs dbt Fivetran vs Meltano Fivetran vs Apache NiFi Airbyte vs Hevo Data Airbyte vs Stitch Airbyte vs Talend Airbyte vs dbt Airbyte vs Meltano Airbyte vs Apache NiFi All twenty-eight head-to-head pages and the full ETL standing

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.