Open data · CC BY 4.0 · citable

Nesyona Research Datasets

Every figure Nesyona publishes comes from a dataset you can open, check and cite. Each one lists how many records it holds, when it was captured, and the exact line to put in your references.

Datasets

4

Each entry links to the study that produced it, the raw file, and the DOI. Reuse is free under CC BY 4.0 with attribution.

Nesyona AI API Token Price Decay 2022-2026

Time-series of input and output token prices for 12 frontier model families across 32 versions, with cost-per-reference-task computed for each entry.

  • 32 records
  • JSON
  • CC BY 4.0
  • published 2026-05-09
Read the study
Cite it
Nesyona (2026). Nesyona AI API Token Price Decay 2022-2026. nesyona.com. https://doi.org/10.5281/zenodo.20632755

The AI Tools Recommendation Audit 2026

We asked 4 live AI engines the same buying questions across 10 AI-tool categories (550 recommendations). They agreed on the #1 tool in 20% of categories.

  • CC BY 4.0
Read the study
Cite it
nesyona.com. The AI Tools Recommendation Audit 2026. nesyona.com.

The LLMOps Stack: OpenTelemetry, Self-Host and Pricing-Model Comparison 2026

A structured comparison of 19 production LLM-operations tools across four stack layers (gateway/routing, observability/tracing, evaluation/testing, guardrails/safety) on…

  • 19 records
  • JSON
  • CC BY 4.0
  • published 2026-06-17
Read the study
Cite it
Nesyona (2026). The LLMOps Stack: OpenTelemetry, Self-Host and Pricing-Model Comparison 2026. nesyona.com. https://doi.org/10.5281/zenodo.20738671

Vector Databases for RAG: Deployment-Shape, License, Hybrid-Search and Pricing Comparison 2026

A structured comparison of 11 vector databases for retrieval-augmented generation (RAG) across five dimensions: deployment shape, open-source license, native hybrid…

  • 11 records
  • JSON
  • CC BY 4.0
  • published 2026-06-17
Read the study
Cite it
Nesyona (2026). Vector Databases for RAG: Deployment-Shape, License, Hybrid-Search and Pricing Comparison 2026. nesyona.com. https://doi.org/10.5281/zenodo.20738950

How to use them

3

What the data is, how it was produced, and what to do if something in it is wrong.

Reuse and attribution

Released under CC BY 4.0: reuse, redistribute and build on any of it, including commercially, provided you credit the source and link back. Each dataset states its own capture date, and figures are correct as of that date rather than as of today. If a dataset is updated the DOI resolves to the current version and the previous one stays available.

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