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Alternatives · 2026

The best modAL alternatives

The rest of Best Active Learning Tools, in this site's order.

1
LightlyStudio
WebWindowsMac+3 Free plan Record5.8 Visit
2
Prodigy
WebWindowsMac+3 $390 one-time Record4.9 Visit
3
Potato

Potato suits teams that need to annotate varied media or qualitative data, including people working with AI agents or crowdsourced participants.

WebWindowsMac+3 Free plan Record4.7 Visit
4
Dataloop

Dataloop suits data engineers, data scientists, software engineers, AI leaders, and human reviewers building collaborative AI workflows.

WebWindowsMac+2 — Record4.2 Visit
5
Encord
WebAPISelf-hosted — Record3.5 Visit
6
Label Sleuth
WebWindowsMac+1 Free plan Record3.2 Visit
7
Active Learning Toolbox
WindowsMacLinux Free plan Record3.1 Visit
8
Baal
WindowsMacLinux Free plan Record3.1 Visit
9
Cardinal
WindowsMacLinux Free plan Record3.1 Visit
10
libact
WindowsMacLinux Free plan Record3.1 Visit
11
ALEF
Linux Free plan Record2.7 Visit
12
Orobix Active Learning
Free plan Record2.6 Visit
13
small-text
Free plan Record2.5 Visit
14
ActiveTigger
Web — Record2.1 Visit
15
ALToolbox
— Record2.0 Visit