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Alternatives · 2026

The best Ibis alternatives

The rest of Best Data Transformation Tools, in this site's order: each with what it costs, where it runs and its record score.

1
Bruin for Customer Success

This is aimed at customer success executives and managers, renewals and retention teams, support leaders, CS operations, and onboarding teams.

WebWindowsMac+4 $0.01 usage-based Record6.1 Visit
2
Apache Beam

Apache Beam suits data and software developers building batch or streaming pipelines for supported execution back ends.

WebWindowsMac+3 Free plan Record5.6 Visit
3
Apache Hop

It suits teams building and running data integration pipelines across varied environments.

WebWindowsMac+3 Free plan Record5.6 Visit
4
KNIME Analytics Platform

The free desktop platform suits people building data workflows for personal use.

WindowsMacLinux $19 a month Record5.6 Visit
5
Cube

Cube may suit teams building internal business intelligence or embedded analytics, particularly those seeking governed definitions shared by…

WebLinuxAPI+1 $40 a month Record5.4 Visit
6 WebAPI Free plan Record5.3 Visit
7
dbt Semantic Layer

It suits data teams that need governed metrics across analytics, embedded applications, or AI use cases.

WebBrowser extensionAPI $100 a month Record5.3 Visit
8
Polars

Polars suits developers and data teams building code-based data transformation workflows across local, cloud, or on-premises environments.

WebWindowsMac+3 Free plan Record5.3 Visit
9
LANSA

LANSA is aimed at IT and development teams building enterprise business solutions, particularly teams working with IBM i.

AndroidiPhone & iPadWeb+2 Free plan Record5.1 Visit
10
Coalesce Catalog

Catalog is intended for data engineers and analysts, with a design intended for use across an organization without training.

WebBrowser extensionAPI $150 a month, billed yearly Record5.0 Visit
11
jq

jq suits developers and other command-line users who need to query or transform JSON streams.

WebWindowsMac+2 Free plan Record5.0 Visit
12
OpenRefine

OpenRefine suits people preparing or enriching datasets, including journalists, media professionals, galleries, libraries, archives, and museums.

WebWindowsMac+2 Free plan Record5.0 Visit
13
Prophecy

It suits data teams that want to create, review, and run visual data preparation workflows using natural-language goals.

WebAPI $4,000 a month, billed yearly Record5.0 Visit
14
Tableau

Tableau suits teams that need to build and share dashboards, visualizations, or data apps.

Self-hosted $15 a month, billed yearly Record5.0 Visit
15
Bonobo

Bonobo suits Python developers building small-scale ETL jobs from simple, testable transformations.

WindowsMacLinux+1 Free plan Record4.9 Visit
16
csvkit

csvkit may suit developers, desktop users, and science or research users who work with CSV data from the command line.

WindowsMacLinux Free plan Record4.9 Visit
17
data.table

data.table suits R users working with tabular data and delimited files who are comfortable with a code-based workflow.

WindowsMacLinux Free plan Record4.9 Visit
18
dplyr

dplyr suits people learning data transformation in R, as well as users who work with data frames or tibbles.

WindowsMacLinux Free plan Record4.9 Visit
19 WindowsMacLinux+1 Free plan Record4.9 Visit
20 WebSelf-hosted $20 a month Record4.9 Visit
21 WindowsMacLinux Free plan Record4.8 Visit
22
Malloy

Malloy fits SQL users who need reusable semantic models, governed metrics, nested analysis, and database-specific SQL generation.

WebWindowsMac+4 Free plan Record4.8 Visit
23 WebSelf-hosted Free plan Record4.8 Visit
24 WindowsMacLinux+1 Free plan Record4.8 Visit