The Model Index
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DeepSeek-V4.1-Flash vs GPT-5.6 Luna

On the index (GPT-4 = 100), DeepSeek-V4.1-Flash scores 167 and GPT-5.6 Luna 167. Side by side on the same third-party tests, with price and context. The link in your address bar shares this exact comparison.

Next to DeepSeek-V4.1-Flash
Presets
DeepSeek-V4.1-Flash
167151–184
WeightsOpen
ReleasedSep 2026
Price in / out$0.14 / $0.42
Context1.05M
Core tests taken6 of 9
GPT-5.6 Luna
167151–184
WeightsClosed
ReleasedJul 2026
Price in / out$0.20 / $1.2
Context1.05M
Core tests taken6 of 9

DeepSeek-V4.1-Flash and GPT-5.6 Luna are too close to call (0 points apart, within the uncertainty), ahead on 2 of 6 shared core tests, and costs 2.1× less.

Test by testthird-party results

DeepSeek-V4.1-FlashGPT-5.6 Luna
0%25%50%75%100%REASONING & KNOWLEDGEGPQA Diamond (Epoch AI)GPQA Diamond (Epoch AI)LiveBench Data AnalysisLiveBench Data AnalysisLiveBench IFLiveBench IFLiveBench LanguageLiveBench LanguageLiveBench ReasoningLiveBench ReasoningSimpleQA VerifiedSimpleQA VerifiedMATHSFrontierMath (tiers 1-3)FrontierMath (tiers 1-3)AIME-style maths (OTIS mock)AIME-style maths (OTIS mock)LiveBench MathematicsLiveBench MathematicsProofBench v1.1ProofBench v1.1Chess puzzlesChess puzzlesFrontierMath (tier 4)FrontierMath (tier 4)Surface Evolver BenchSurface Evolver BenchCODINGTerminal-Bench 4.0Terminal-Bench 4.0LiveBench Agentic CodingLiveBench Agentic CodingLiveBench CodingLiveBench CodingCode MigrationCode MigrationCyberBench v1.1CyberBench v1.1IOIIOIProgramBenchProgramBenchVibe Code Bench 1-100Vibe Code Bench 1-100Vibe Code Bench v1.1Vibe Code Bench v1.1AGENTSAPEX-AgentsAPEX-AgentsBioMysteryBenchBioMysteryBenchSkillsBenchSkillsBenchSRE BenchSRE BenchTerminal-Bench-ScienceTerminal-Bench-ScienceDTBenchDTBenchFurniture assemblyFurniture assemblyLMCALMCAMystery game puzzlesMystery game puzzlesPROFESSIONAL WORKFinance Agent (v2)Finance Agent (v2)EMBEMBLegalBenchLegalBenchLegal Research BenchLegal Research BenchMedCodeMedCodeMedScribeMedScribePublic Benefits Bench v1.1Public Benefits Bench v1.1SAGESAGETax Agent BenchTax Agent BenchNOVEL PROBLEMSARC-AGI-2ARC-AGI-2ARC-AGI-1ARC-AGI-1ARC-AGI-3ARC-AGI-3MysteryMechanismMysteryMechanism
Every result as a table
TestDeepSeek-V4.1-FlashGPT-5.6 Luna
Reasoning & knowledge
GPQA Diamond (Epoch AI)89.8%91.6%
LiveBench Data Analysis79.3%78.0%
LiveBench IF70.0%60.1%
LiveBench Language81.2%72.6%
LiveBench Reasoning86.7%85.6%
SimpleQA Verified42.9%41.0%
Maths
FrontierMath (tiers 1-3)67.4%82.1%
AIME-style maths (OTIS mock)98.3%98.3%
LiveBench Mathematics93.3%87.2%
ProofBench v1.154.0%60.0%
Chess puzzles48.0%43.0%
FrontierMath (tier 4)26.8%61.0%
Surface Evolver Bench46.3%61.9%
Coding
Terminal-Bench 4.019.7%11.6%
LiveBench Agentic Coding77.3%48.4%
LiveBench Coding80.0%82.9%
Code Migration45.6%44.5%
CyberBench v1.173.7%73.6%
IOI40.3%61.8%
ProgramBench0.5%0.0%
Vibe Code Bench 1-10016.4%22.6%
Vibe Code Bench v1.184.7%77.1%
Agents
APEX-Agents39.5%43.0%
BioMysteryBench67.8%61.5%
SkillsBench69.8%60.5%
SRE Bench0.8%1.5%
Terminal-Bench-Science0.0%0.0%
DTBench89.9%89.1%
Furniture assembly34.2%42.5%
LMCA47.0%48.5%
Mystery game puzzles43.0%21.0%
Professional work
Finance Agent (v2)53.5%55.0%
EMB57.2%67.1%
LegalBench83.3%84.0%
Legal Research Bench41.3%36.5%
MedCode41.2%42.4%
MedScribe85.5%84.4%
Public Benefits Bench v1.164.3%61.2%
SAGE47.9%44.2%
Tax Agent Bench26.6%24.8%
Novel problems
ARC-AGI-272.9%59.6%
ARC-AGI-194.5%90.7%
ARC-AGI-30.9%0.2%
MysteryMechanism21.2%14.4%

Tests at least two of these models have taken. Bold rows are the core tests.

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