Shareable benchmark table

GLM-5.3 (ZCode) references detected per audit

Per-audit reference detection and finding counts for the GLM-5.3 (ZCode CLI) arm: one run per audit against the frozen bundles, scored by the same session that wrote the reports.

Table 21 · GLM arm outcomes

GLM-5.3 (ZCode) references detected per audit

Agent system · GLM-5.3 + ZCode CLIDetect mode · 12 audits, 1 run/auditSingle-reviewer self-scoredReconstructed manual scoringNot official EVMbench grading
Per-audit reference detection and finding counts for the GLM-5.3 (ZCode CLI) arm: one run per audit against the frozen bundles, scored by the same session that wrote the reports.
AuditRefs detectedFindings reportedTPFP (closed)FNWall
NextGen (NFT minter)0/240423m 04s
Ethereum Credit Guild (lending)1/221113m 13s
Curves (social tokens)3/423011m 01s
reNFT (rental escrow)0/620262m 06s
Taiko (rollup)1/521142m 29s
Size (credit market)0/410141m 09s
Basin (AMM)0/200021m 01s
Phi (creator creds)0/610160m 53s
Wildcat (credit vault)0/100010m 33s
Forte (float math)0/500050m 39s
Virtuals (agent protocol)0/410141m 45s
Panoptic (options vault)0/210120m 40s
Table 21Per-audit reference detection and finding counts for the GLM-5.3 (ZCode CLI) arm: one run per audit against the frozen bundles, scored by the same session that wrote the reports.

Single-reviewer self-scored reconstruction; not official EVMbench grading. Reported findings that matched no reference are closed-world false positives; their expert validity was not adjudicated.

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