Observed arrival · 2026-09-04
Modelspectra’s State of AI 2026
A multilingual ranking and comparison desk for 22 major AI models, covering capability, coding, multimodal performance, price, speed, context, and enterprise fit.
Field notes
The site combines public benchmark inputs with an independent weighting layer and exposes the result through rankings, filters, and side-by-side comparison for up to four models. Its methodology names LMArena, Artificial Analysis, and SuperCLUE, and reports more than 15 fields across 22 models. The accompanying enterprise example translates those measurements into scenario scores, deployment risks, and three-year API-cost estimates, including a recommended multi-model architecture rather than a single winner.
Observed signals
Read the marks
Editorial observations of this landing page, not a rating.
One card from the complete issue