Together AI benchmarks GLM-5.3 vs Flash on DeepSWE

Together AI ran 900 DeepSWE rollouts: GLM-5.3 Flash trails by 5.6 points at pass@1 but only 2.6 at pass@4, at 17x lower cost ($0.24 vs $3.99 per rollout). A Flash-first cascade solves 80.9% of tasks at $1.70 each.
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1 day · 1 report · 2 community posts · from Aug 29
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