§ models · storyline
GLM-5.3 vs. Claude Fable 5 on DeepSWE: Cost, Coding, and Routing
GLM-5.3 ties Claude Fable 5 on DeepSWE pass@1 but wins pass@4 while costing 5.4x less.
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.
§ sources1 publication · timeline below