Best Data Transformation Tools in 2026

Updated 4 October 2026

36 data transformation tools ranked on what their makers publish — plans and prices, free tiers, platforms and the facts on their own pages.

36ranked

1free plans on this page

4 Oct 2026last checked

Data Transformation Tools, one module each. A lit port is something its maker publishes; 0 of the 11 on this page have a public API.

26 Daft API not on recordOSS not on recordFREE not on recordDOCS 5.0
27 data.table API not on recordOSS not on recordFREE not on recordDOCS 5.0
28 dplyr API not on recordOSS not on recordFREE not on recordDOCS 5.0
29 Miller API not on recordOSS not on recordFREE not on recordDOCS 5.0
30 pandas API not on recordOSS not on recordFREE not on recordDOCS 5.0Free
31 Pipes API not on recordOSS not on recordFREE not on recordDOCS 5.0
32 Bonobo API not on recordOSS not on recordFREE not on recordDOCS 4.9
33 dbplyr API not on recordOSS not on recordFREE not on recordDOCS 4.9
34 Ibis API not on recordOSS not on recordFREE not on recordDOCS 4.9
35 LANSA API not on recordOSS not on recordFREE not on recordDOCS 4.7
36 Malloy API not on recordOSS not on recordFREE not on recordDOCS 4.7

Compare all 11 in a table

#	Platform	Score	Free plan	From	Free plan	Paid from	Deployment model	Transformation interface
26	Daft	5.0	No	—	Yes	—	self_hosted	code
27	data.table	5.0	No	—	Yes	—	self_hosted	code
28	dplyr	5.0	No	—	Yes	—	self_hosted	code
29	Miller	5.0	No	—	—	—	self_hosted	code
30	pandas	5.0	Free plan	Free	—	—	self_hosted	code
31	Pipes	5.0	No	—	Yes	5 /mo	hybrid	visual
32	Bonobo	4.9	No	—	—	—	self_hosted	code
33	dbplyr	4.9	No	—	Yes	—	—	code
34	Ibis	4.9	No	—	—	—	self_hosted	code
35	LANSA	4.7	No	—	—	—	—	—
36	Malloy	4.7	No	—	—	—	self_hosted	—

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