Competitive Space

Data quality & observability

Companies competing in this space

Name Stage Founded
Acceldata Series C 2018
Arize Series C 2019
Cleanlab Series A 2021
Datafold Series A 2020
Langfuse seed 2022
LogicLoop seed 2021
Metaplane acquired 2019
Portkey seed 2023
Pydantic Series A 2022
Soda Series A 2018
WhyLabs Series A 2019

About this competitive space

Tools for monitoring and ensuring the quality of data, separate from infrastructure such as servers.

Metrics about companies in this space

Average blog post output per month

Name Average output Total all time
Acceldata 7.1 683
Arize 4.3 362
Metaplane 2.9 247
Datafold 2.6 189
Portkey 2.1 76
Cleanlab 1.3 76
Langfuse 1.2 57
WhyLabs 1.1 89
Pydantic 0.8 40
LogicLoop 0.4 24
Soda Not yet available. Not yet available.

YouTube subscribers by company

Company Subscribers
Arize 7710
Langfuse 2240
WhyLabs 1540
Pydantic 679
Acceldata 442
Datafold 413
Soda 395
Cleanlab 243