Compare / GPT-5.4 vs GPT-6 Luna

GPT-5.4 vs GPT-6 Luna

16 results from 4 sources that measured both models. Each row is in the source's own units; there is no overall winner.

GPT-5.4
OpenAI · profile
GPT-6 Luna
OpenAI · profile
Results compared
16
Shared sources
4
BenchmarkMetricGPT-5.4GPT-6 Luna
APEX-AgentsreportedTasks passed% of tasks 52.4%44.3%
Arena (formerly LMArena)reportedConfirmed task successIPS effect estimate -0.040.05
Arena (formerly LMArena)reportedPraise over complaintIPS effect estimate -0.01-0.03
Arena (formerly LMArena)reportedSteerabilityIPS effect estimate 0.020.02
Arena (formerly LMArena)reportedTool groundingIPS effect estimate 0.000.00
Arena (formerly LMArena)reportedOverallArena rating 1,4851,422
Arena (formerly LMArena)reportedBusiness, management and financeArena rating 1,4821,452
Arena (formerly LMArena)reportedCreative writingArena rating 1,4431,403
Arena (formerly LMArena)reportedExpert promptsArena rating 1,5151,505
Arena (formerly LMArena)reportedInstruction followingArena rating 1,4711,443
Arena (formerly LMArena)reportedOverallArena rating 1,4751,442
Arena (formerly LMArena)reportedWriting, literature and languageArena rating 1,4651,415
Artificial AnalysisreportedArtificial Analysis Intelligence Indexindex score 39.038.1
Artificial AnalysisreportedHumanity's Last Exam% of questions 43.7%38.5%
Artificial AnalysisreportedLong-context reasoning (AA-LCR)% of questions 82.0%83.3%
SimpleQA Verified (Epoch AI)reportedCorrect answers% of questions 45.1%41.4%

Bold green marks the better value on that metric. Where a source reports ranges that overlap, the difference may not be meaningful; see the benchmark page for ranges.