Real ChatGPT answer · index seedF1DU4UrojYscompleteB2B software · data and analytics platformscomparison

Are there any emerging alternatives to Alteryx that offer similar workflow automation capabilities without the steep enterprise licensing fees?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are there any emerging alternatives to Alteryx that offer similar workflow automation capabilities without the steep enterprise licensing fees?
2 real searches · 1 real-search pass
2026 Alteryx alternatives KNIME pricing Apache Hop Pentaho Kestra Prefect workflow automationGoogle ↗
OBSERVEDComparison
2026 Alteryx alternatives open source workflow automation data analytics KNIME Apache Hop n8n pricing comparisonGoogle ↗
OBSERVEDComparison

Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.

Query classes

Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.

ChatGPT real searches (2)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

ChatGPT2 real searches · gpt-6
2026 Alteryx alternatives KNIME pricing Apache Hop Pentaho Kestra Prefect workflow automation Google ↗
2026 Alteryx alternatives open source workflow automation data analytics KNIME Apache Hop n8n pricing comparison Google ↗
  1. Alteryx One Pricing · alteryx.com
  2. Apache Hop website · hop.apache.org
  3. Kestra website · kestra.io
  4. Apache Airflow website · airflow.apache.org
  5. KNIME Pricing · knime.com
  6. Top Alteryx Alternatives & Competitors for 2026 · kestra.io

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 Alteryx alternatives KNIME pricing Apache Hop Pentaho Kestra Prefect workflow automation
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
2026 Alteryx alternatives open source workflow automation data analytics KNIME Apache Hop n8n pricing comparison
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1