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Alternatives · 2026

The best Fiddler AI alternatives

The rest of Best AI Model Explainability Software, in this site's order: each with what it costs, where it runs and its record score.

1
Arthur

Arthur suits enterprise teams that need to find and monitor AI agents, apply governance policies, or manage agent deployments alongside sensitive…

WebAPISelf-hosted $60 a month Record4.5 Visit
2
Vertex AI Vector Search

It suits teams building search, recommendation, generative AI, chatbot, or multimodal applications through cloud APIs.

WebAPI — Record3.8 Visit
3 APISelf-hosted — Record3.7 Visit
4 WebWindowsMac+1 Free plan Record3.4 Visit
5 WindowsMacLinux Free plan Record3.3 Visit
6 WindowsMacLinux Free plan Record3.2 Visit
7 WindowsMacLinux Free plan Record3.2 Visit
8 WindowsMacLinux Free plan Record3.2 Visit
9 WindowsMacLinux Free plan Record3.2 Visit
10 WindowsMacLinux Free plan Record3.2 Visit
11 WindowsMacLinux Free plan Record3.2 Visit
12 WindowsMacLinux Free plan Record3.2 Visit
13 WindowsMacLinux Free plan Record3.2 Visit
14 WindowsMacLinux Free plan Record3.2 Visit
15 WebLinux Free plan Record3.0 Visit
16 Web Free plan Record2.9 Visit
17 Web Free plan Record2.8 Visit
18 Free plan Record2.8 Visit
19 Web Free plan Record2.8 Visit
20 Web Free plan Record2.8 Visit
21 Web Free plan Record2.8 Visit
22 Free plan Record2.7 Visit
23 Free plan Record2.7 Visit
24 Free plan Record2.7 Visit