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Research & KnowledgeEvent: September 2, 2026

Novoflux published a New Stack analysis that ran the same model through three agent harnesses on identical tasks and documented 70-fold token variation in output.

Published

Signal category

Research & Knowledge

Quote

A New Stack analysis ran the same model through three agent harnesses on identical tasks and documented 70-fold token variation in output.

Novoflux team

Company

Novoflux

We Sense so that you can Seize. Reconfiguring capabilities for AI-driven competitive advantage.

Industry
IT Services and IT Consulting
Location
London, GB
Company size
1 employees

Novoflux operates at the intersection of AI research and enterprise transformation. SenseLab is our independent research function running frontier experiments on the AI-native transition and publishing findings that corporate technology teams can transfer into their own operations. Hexalink Compass is our structured capability evaluation service using the CAP framework to identify precisely where AI creates value across an entire organisation, and in what order to act. Together, the two services move a company from sensing where AI is going to knowing exactly where to put it.

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Novoflux published a New Stack analysis that ran the same model through three agent harnesses on identical tasks and documented 70-fold token variation in output. | SeedOps