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AI coding token use varied 70-fold with the same model, The New Stack reports

The New Stack says agent harnesses—the software around a model—can change coding-agent costs by multiples. Its report uses three benchmarks to examine where extra tokens come from.

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1 Source, 23d ago, first seen 23d ago

TLDR

The New Stack reports that Aider, Claude Code and OpenClaw ran an identical model, yet token use varied 70-fold. The outlet examines how different agent harnesses can produce dramatically different token usage, making model choice only part of the coding-cost equation.

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1 Source, first seen 23d ago

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Combined views

528

1 Source, first seen 23d ago

1 likes1 saves1 reposts

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@thenewstackThe model isn't the only thing driving AI coding costs. @janakiramm examines how different agent harnesses can produce dramatically different token usage, even when running the same model. https://thenewstack.io/agent-harness-token-costs/23d
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    @thenewstackThe model isn't the only thing driving AI coding costs. @janakiramm examines how different agent harnesses can produce dramatically different token usage, even when running the same model. https://thenewstack.io/agent-harness-token-costs/23d
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