Skip to content
VECTOR WIREAI INTELLIGENCE
UTC

GPT-5.6 Sol vs GPT-6 Luna

25 SHARED BENCHMARKS

Across 25 shared benchmarks, GPT-5.6 Sol scores higher on 24 and GPT-6 Luna on 1. The widest gap is Terminal-Bench 4.0, where GPT-5.6 Sol scores 39.9 against 12.6. GPT-6 Luna is the cheaper of the two on tracked API pricing ($0.10 against $4.00 per million input tokens).

OPENAIVSOPENAI25 SHARED24–1 HEAD-TO-HEADNEWEST SCORE ADDED

At a glance

MakerOpenAIOpenAI
Released
Price per 1M tokens input / output$4.00 / $20.00$0.10 / $0.50
Cost of 1M in + 1M out$24.00$0.60 40.0× less
Head-to-head of 25 shared benchmarks24 wins1 wins
Scores tracked independently verified218 31 ◆102 33 ◆

Release dates per Artificial Analysis. Prices: Artificial Analysis for GPT-5.6 Sol; Artificial Analysis for GPT-6 Luna. ◆ = independently verified score.

Where each leadsby capability area · benchmark wins

AreaGPT-5.6 SolWINSGPT-6 Luna
Reasoning50GPT-5.6 Sol leads 5 of 5 · widest: CritPt 32.3 vs 19.4
Coding40GPT-5.6 Sol leads 4 of 4 · widest: LiveBench · Agentic Coding 56.2 vs 51.2
Agentic20GPT-5.6 Sol leads 2 of 2 · widest: Terminal-Bench 4.0 39.9 vs 12.6
Factuality11Even, 1–1 of 2
Instruction Following10GPT-5.6 Sol leads 1 of 1 · widest: LiveBench · Instruction Following 71.8 vs 55.9
Long Context10GPT-5.6 Sol leads 1 of 1
Math10GPT-5.6 Sol leads 1 of 1 · widest: LiveBench · Mathematics 96.2 vs 89.1
Multimodal10GPT-5.6 Sol leads 1 of 1 · widest: MMMU-Pro 83.4 vs 75.5

Biggest gaps

GPT-5.6 Sol pulls furthest ahead on

  1. Terminal-Bench 4.039.9 vs 12.6
  2. CritPt32.3 vs 19.4
  3. ARC-AGI-292.5 vs 59.3

GPT-6 Luna pulls furthest ahead on

  1. AA-Omniscience · Non-hallucination23.3 vs 7.8

Every shared benchmark25 · grouped by area

Reasoning 5

BenchmarkGPT-5.6 SolMARGINGPT-6 Luna
ARC-AGI-37.8◆ 0.1
ARC-AGI-292.5 ◆◆ 59.3
CritPt32.319.4
LiveBench · Reasoning91.7 ◆◆ 81.8

Coding 4

BenchmarkGPT-5.6 SolMARGINGPT-6 Luna
LMArena · WebDev1617 ◆◆ 1593
LiveBench · Coding83.9 ◆◆ 79
SciCode57.154.6

Agentic 2

BenchmarkGPT-5.6 SolMARGINGPT-6 Luna
GDPVal54.443.4
Terminal-Bench 4.039.912.6

Instruction Following 1

Long Context 1

BenchmarkGPT-5.6 SolMARGINGPT-6 Luna
AA-LCR8483.3

Math 1

BenchmarkGPT-5.6 SolMARGINGPT-6 Luna
LiveBench · Mathematics96.2 ◆◆ 89.1

Multimodal 1

BenchmarkGPT-5.6 SolMARGINGPT-6 Luna
MMMU-Pro83.475.5

Other shared benchmarks 8

BenchmarkGPT-5.6 SolMARGINGPT-6 Luna
ARC-AGI-196.5 ◆◆ 86.7
livebench_data_analysis79.8 ◆◆ 73.4
livebench_language87.7 ◆◆ 73.8
OSWorld 2.062.652.7

Each score is the one the model's own page shows — the most authoritative tracked result for that benchmark, on the benchmark's standard methodology (source-attributed). ↓ marks lower-is-better metrics; ◆ an independently verified score. Open either model for its full surface, provenance and pricing. Quoted rates are the price-setter row we currently track for each model — its direct or vendor-official listing where one exists (direct, direct), otherwise the lowest tracked offer.

Compare GPT-5.6 Sol withALL PAIRINGS →