Shareable benchmark table

GLM-5.3 (ZCode) verified-proof rate by condition

Verified-proof rate over terminal runs per condition (1 run × 3 tasks) for the GLM-5.3 agent system, with the parent pilot's hierarchical bootstrap 95% CI.

Table 15 · GLM-5.3 verified-proof rate

GLM-5.3 (ZCode) verified-proof rate by condition

Agent system · GLM-5.3 + ZCode CLIn = 1 run / cellOperator contamination disclosedDeterministic evaluatorNot a model leaderboard
Verified-proof rate over terminal runs per condition (1 run × 3 tasks) for the GLM-5.3 agent system, with the parent pilot's hierarchical bootstrap 95% CI.
ConditionAgent accessTerminalVerifiedRate95% CI
Tool-assistedBounded search/read + forge build/test feedback, then one submitted proof33/3100%100–100%
Static (no tools)Full source context (target + provided test harness); no tool feedback33/3100%100–100%
Budgeted triageA strict budget of four inspect operations, then one submission33/3100%100–100%
Table 15Verified-proof rate over terminal runs per condition (1 run × 3 tasks) for the GLM-5.3 agent system, with the parent pilot's hierarchical bootstrap 95% CI.

The interval is degenerate at 9/9 and n is 1 per cell: this is a descriptive result only, with no inferential claim. Condition-level contrasts are confounded by within-session carryover (tools ran before static and triage).

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