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

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Using ChatGPT and Claude for each activity can cost too much. Gartner explains why open models are a more efficient alternative.

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The analysis company Gartner writes in a new report that by 2030, open AI models can perform 90 percent of the tasks in companies' AI agents at a significantly lower cost than advanced commercial models. This is reported by The Register. According to Gartner, most of the work of AI agents consists of routine tasks that rarely require the advanced reasoning capabilities that the most expensive AI models offer. The cost could therefore be a quarte…

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Gartner estimates that open weight models could run nine out of every ten routine steps of business agents, with costs far lower than those of a border model. The firm warns that real savings can be lower and points out that competitive value will also depend on the tools that coordinate agents.