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Open models can do 90 percent of agentic work at a twentieth of the cost of a frontier LLM: Gartner

Published

3 November 2026

Topic

opportunities

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AI & ML

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Read at theregister.com →

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Fusion42 · 3 November 2026 · Fusion42 review

Gartner reports that open AI models can perform 90% of agentic tasks at only a twentieth of the cost of advanced frontier large language models (LLMs), indicating a significant cost advantage for open models in agentic AI applications.

This Wire brief sits within Fusion42's coverage of AI & ML.

◆ ◆ The Wire takeaway

Your AI project just found a cheaper route to agentic tasks by switching from costly frontier models to open models. Build your stack on open models before your competitors crowd this high-margin cost advantage.

◆ Coverage

1 source · 3 Nov 2026

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AI & MLopen-aiagentic-aicost-efficiencylarge-language-modelsgartner-report