LuminaBench
thinkingmachines / Published benchmarks

Inkling

Benchmark results and API pricing.

Best recorded results

Benchmark scores

Best eligible score in each benchmark.

Code Migration v1.18570.99 · ExperimentalCyberBench v1.11,0100.99 · ExperimentalEMB v1.17490.99 · ExperimentalFinance Agent v2.18560.99 · ExperimentalIOI8700.99 · ExperimentalLegal Research Bench9820.99 · ExperimentalLegalBench1,0360.99 · ExperimentalMedCode9960.99 · ExperimentalMedScribe1,0450.99 · ExperimentalProgramBench9690.99 · ExperimentalProofBench v1.18690.99 · ExperimentalPublic Benefits Bench v1.19670.99 · ExperimentalSRE Bench9380.99 · ExperimentalTax Agent Bench9440.99 · 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

857Best score · 0.99
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

1,010Best score · 0.99
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

749Best score · 0.99
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

856Best score · 0.99
Explore Finance Agent v2.1
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

870Best score · 0.99
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

982Best score · 0.99
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

1,036Best score · 0.99
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

996Best score · 0.99
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

1,045Best score · 0.99
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 · 0.99
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

869Best score · 0.99
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

967Best score · 0.99
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

938Best score · 0.99
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

944Best score · 0.99
Explore Tax Agent Bench