LuminaBench
zai / Published benchmarks

GLM 5.3

Benchmark results and API pricing.

Best recorded results

Benchmark scores

Best eligible score in each benchmark.

Code Migration v1.11,022Max · ExperimentalCyberBench v1.11,041Max · ExperimentalEMB v1.11,014Max · ExperimentalFinance Agent v2.11,056Max · ExperimentalImmigration1,009Max · ExperimentalIOI1,036Max · ExperimentalLegal Research Bench1,083Max · ExperimentalLegalBench1,051Max · ExperimentalMedCode1,010Max · ExperimentalMedScribe1,068Max · ExperimentalMysteryMechanism952Max · ExperimentalProgramBench1,012Max · ExperimentalProofBench v1.1984Max · ExperimentalPublic Benefits Bench v1.11,061Max · ExperimentalSRE Bench982Max · ExperimentalTax Agent Bench1,088Max · ExperimentalTerminal-Bench-Science961Max · Experimental

API pricing

USD / 1M tokens

Verified pricing is unavailable for this model.

Code Migration v1.1

Code Migration v1.1

Version 1.1-updated-2026-10-30
Lumina VerifiedLumina checked the published sources, versions, model labels, score extraction and conversion. External evaluations were run by their publishers; Lumina has not independently rerun or reproduced them.

1 configuration · Publisher-run · Experimental conversion

1,022Best score · Max
Explore Code Migration v1.1
CyberBench v1.1

CyberBench v1.1

Version 1.1-updated-2026-11-05
Lumina VerifiedLumina checked the published sources, versions, model labels, score extraction and conversion. External evaluations were run by their publishers; Lumina has not independently rerun or reproduced them.

1 configuration · Publisher-run · Experimental conversion

1,041Best score · Max
Explore CyberBench v1.1
EMB v1.1

EMB v1.1

Version 1.1-updated-2026-11-05
Lumina VerifiedLumina checked the published sources, versions, model labels, score extraction and conversion. External evaluations were run by their publishers; Lumina has not independently rerun or reproduced them.

1 configuration · Publisher-run · Experimental conversion

1,014Best score · Max
Explore EMB v1.1
Finance Agent v2.1

Finance Agent v2.1

Version 2.1-updated-2026-11-05
Lumina VerifiedLumina checked the published sources, versions, model labels, score extraction and conversion. External evaluations were run by their publishers; Lumina has not independently rerun or reproduced them.

1 configuration · Publisher-run · Experimental conversion

1,056Best score · Max
Explore Finance Agent v2.1
Immigration

Immigration

Version 1-updated-2026-10-28
Lumina VerifiedLumina checked the published sources, versions, model labels, score extraction and conversion. External evaluations were run by their publishers; Lumina has not independently rerun or reproduced them.

1 configuration · Publisher-run · Experimental conversion

1,009Best score · Max
Explore Immigration
IOI

IOI

Version 2-updated-2026-10-29
Lumina VerifiedLumina checked the published sources, versions, model labels, score extraction and conversion. External evaluations were run by their publishers; Lumina has not independently rerun or reproduced them.

1 configuration · Publisher-run · Experimental conversion

1,036Best score · Max
Explore IOI
Legal Research Bench

Legal Research Bench

Version 1-updated-2026-11-05
Lumina VerifiedLumina checked the published sources, versions, model labels, score extraction and conversion. External evaluations were run by their publishers; Lumina has not independently rerun or reproduced them.

1 configuration · Publisher-run · Experimental conversion

1,083Best score · Max
Explore Legal Research Bench
LegalBench

LegalBench

Version 1-updated-2026-10-13
Lumina VerifiedLumina checked the published sources, versions, model labels, score extraction and conversion. External evaluations were run by their publishers; Lumina has not independently rerun or reproduced them.

1 configuration · Publisher-run · Experimental conversion

1,051Best score · Max
Explore LegalBench
MedCode

MedCode

Version 1-updated-2026-10-29
Lumina VerifiedLumina checked the published sources, versions, model labels, score extraction and conversion. External evaluations were run by their publishers; Lumina has not independently rerun or reproduced them.

1 configuration · Publisher-run · Experimental conversion

1,010Best score · Max
Explore MedCode
MedScribe

MedScribe

Version 1-updated-2026-10-29
Lumina VerifiedLumina checked the published sources, versions, model labels, score extraction and conversion. External evaluations were run by their publishers; Lumina has not independently rerun or reproduced them.

1 configuration · Publisher-run · Experimental conversion

1,068Best score · Max
Explore MedScribe
MysteryMechanism

MysteryMechanism

Version 1-updated-2026-10-29
Lumina VerifiedLumina checked the published sources, versions, model labels, score extraction and conversion. External evaluations were run by their publishers; Lumina has not independently rerun or reproduced them.

1 configuration · Publisher-run · Experimental conversion

952Best score · Max
Explore MysteryMechanism
ProgramBench

ProgramBench

Version 1-updated-2026-11-05
Lumina VerifiedLumina checked the published sources, versions, model labels, score extraction and conversion. External evaluations were run by their publishers; Lumina has not independently rerun or reproduced them.

1 configuration · Publisher-run · Experimental conversion

1,012Best score · Max
Explore ProgramBench
ProofBench v1.1

ProofBench v1.1

Version 1.1-updated-2026-10-29
Lumina VerifiedLumina checked the published sources, versions, model labels, score extraction and conversion. External evaluations were run by their publishers; Lumina has not independently rerun or reproduced them.

1 configuration · Publisher-run · Experimental conversion

984Best score · Max
Explore ProofBench v1.1
Public Benefits Bench v1.1

Public Benefits Bench v1.1

Version 1.1-updated-2026-10-12
Lumina VerifiedLumina checked the published sources, versions, model labels, score extraction and conversion. External evaluations were run by their publishers; Lumina has not independently rerun or reproduced them.

1 configuration · Publisher-run · Experimental conversion

1,061Best score · Max
Explore Public Benefits Bench v1.1
SRE Bench

SRE Bench

Version 1-updated-2026-11-05
Lumina VerifiedLumina checked the published sources, versions, model labels, score extraction and conversion. External evaluations were run by their publishers; Lumina has not independently rerun or reproduced them.

1 configuration · Publisher-run · Experimental conversion

982Best score · Max
Explore SRE Bench
Tax Agent Bench

Tax Agent Bench

Version 1-updated-2026-11-05
Lumina VerifiedLumina checked the published sources, versions, model labels, score extraction and conversion. External evaluations were run by their publishers; Lumina has not independently rerun or reproduced them.

1 configuration · Publisher-run · Experimental conversion

1,088Best score · Max
Explore Tax Agent Bench
Terminal-Bench-Science

Terminal-Bench-Science

Version 0.1-updated-2026-11-05
Lumina VerifiedLumina checked the published sources, versions, model labels, score extraction and conversion. External evaluations were run by their publishers; Lumina has not independently rerun or reproduced them.

1 configuration · Publisher-run · Experimental conversion

961Best score · Max
Explore Terminal-Bench-Science