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Red Hat OpenShift entered the MLOps and Data Orchestration Platforms top ten.

← All insights

Top ten change

2026-08-03–2026-08-09

Red Hat OpenShift entered the MLOps and Data Orchestration Platforms top ten.

The top ten changed between the two latest bounded snapshots.

1Red Hat OpenShiftEntered

2Google Cloud BigQueryLeft

share of answers

Evidence reviewed · as of Aug 9, 2026

Automated analysis2026-08-03–2026-08-09Public

More findings

LLM Infrastructure and Fine-Tuning Platforms has unclaimed recommendation contexts.

Share of supported contexts

Owned57.9%

Unclaimed42.1%

share of answers

The index2026-08-24–2026-08-30

See who AI recommends

The top three brands captured 15.4% of direct mentions in LLM Infrastructure and Fine-Tuning Platforms.

Share of direct mentions

Top three brands15.4%

Other brands84.6%

share of answers

The index2026-08-24–2026-08-30

The top three brands captured 16% of direct mentions in Front-End Framework Libraries.

Share of direct mentions

Top three brands16%

Other brands84%

share of answers

The index2026-08-24–2026-08-30