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Index compares speech models across three capabilities

Published on June 23, 2026, the Artificial Analysis index combines three evaluation datasets to compare native Speech-to-Speech models.

By Wendelmaques ·

Source: Artificial Analysis apresenta índice de modelos Speech-to-Speech (x.com). Text prepared with AI from this source.

What happened and what to do

On June 23, 2026, Artificial Analysis introduced an index of native Speech-to-Speech models. It combines Big Bench Audio, a subset of Full Duplex Bench, and τ-Voice with equal weights to assess speech reasoning, conversational dynamics, and agentic performance. Models are included only if they have valid results on all three datasets.

A company evaluating voice interfaces could implement a testing process with comparable criteria for these capabilities, record results by version, and track regressions before updating a system. The practical response is to build evaluation and monitoring; the index alone does not determine which model fits a particular operation.

How the consultancy can help

Wendelmaques can diagnose the requirements and risks of your voice application, scope testing and monitoring, and implement the solution on your infrastructure.

Next step

Send a short description of your voice application and the criteria that matter; Wendelmaques will prepare a scoped proposal.

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