AI models and infrastructure

AI retrieval systems

Tools for connecting language models to retrieved documents, vector stores, and search results

Ai retrieval systems is growing faster than its peers in AI models (1.4× the typical product there). The fastest product is rerank-3-lite, up 8.8×. 184 products measured, as of Oct 10, 2026.

How we measure

Where it grows against its peers

  • AI models5 products1.44×
  • Agent skills14 products0.96×
  • Open models114 products0.95×

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

Fastest products

  1. 1rerank-3-liteAI models8.8×
  2. 2rerank-3AI models6.6×
  3. 3nemotron-colembed-vl-8b-v2Open models2.8×
  4. 4AI SearchOpen-source editor extensions2.6×
  5. 5ettin-reranker-17m-v1Open models2.4×

AI retrieval systems: quick answers

Yes. Products in ai retrieval systems are growing faster than their peers in AI models, most of all in AI models (1.4× the typical product).

More in AI models and infrastructure