GLM-5.3 Flash: 17x cheaper, near-parity on DeepSWE
Together AI ran 900 DeepSWE rollouts: GLM-5.3 Flash trails GLM-5.3 by 5.6 points pass@1 but only 2.6 at pass@4, at 17x lower cost ($0.24 vs $3.99 per rollout). A cascade routing solves 80.9% of tasks at $1.70 each.
How this story unfolded
13 days · 7 reports · 16 community posts · from Aug 21
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