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GLM-5.3 vs. Claude Fable 5 on DeepSWE: Cost, Coding, and Routing

Together AI Blog

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We ran 904 DeepSWE rollouts on GLM-5.3 and Claude Fable 5. A tie on pass@1, but GLM-5.3 wins pass@4 and costs 5.4x less: \3.99 per rollout vs. \21.63.

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GLM-5.3 vs. Claude Fable 5 on DeepSWE: Cost, Coding, and…