AI models and infrastructure

Text understanding models

Models for classification, named entity recognition, masked language tasks, and related text analysis

Text understanding models is growing in line with its peers; its strongest place is open models at 1.0× the typical product. The fastest product is gliner2.5-multi-v1, up 18×. 1,026 products measured, as of Oct 10, 2026.

How we measure

Where it grows against its peers

  • Open models810 products0.98×
  • Agent skills6 products0.77×

The line marks 1×: the typical product in that place.

Fastest products

  1. 1gliner2.5-multi-v1Open models18×
  2. 2gliner2.5-base-v1Open models15×
  3. 3gliner2-multi-v18-set-consistentOpen models11×
  4. 4gliner2.5-small-v1Open models8.4×

Text understanding models: quick answers

Not faster than its peers right now; the closest is open models at 1.0× the typical product.

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