LuminaBench
zai / Published benchmarks

GLM 5.1

Benchmark results and API pricing.

Best recorded results

Benchmark scores

Best eligible score in each benchmark.

Legal Research Bench979Not specified · ExperimentalLegalBench1,047Not specified · ExperimentalMedCode999Not specified · ExperimentalMedScribe956Not specified · ExperimentalProgramBench969Not specified · ExperimentalPublic Benefits Bench v1.1998Not specified · Experimental

API pricing

USD / 1M tokens

Verified pricing is unavailable for this model.

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

979Best score · Not specified
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

1,047Best score · Not specified
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

999Best score · Not specified
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

956Best score · Not specified
Explore MedScribe
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

969Best score · Not specified
Explore ProgramBench
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

998Best score · Not specified
Explore Public Benefits Bench v1.1