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GLM-5.2 vs GPT-5.6 Luna

44 SHARED BENCHMARKS

Across 44 shared benchmarks, GLM-5.2 scores higher on 15 and GPT-5.6 Luna on 29. The widest gap is AA-Omniscience · Non-hallucination, where GLM-5.2 scores 73.7 against 7.4. GPT-5.6 Luna is the cheaper of the two on tracked API pricing ($0.20 against $1.40 per million input tokens).

Z.AIVSOPENAI44 SHARED15–29 HEAD-TO-HEADNEWEST SCORE ADDED

At a glance

MakerZ.aiOpenAI
Released
Price per 1M tokens input / output$1.40 / $4.40$0.20 / $1.20
Cost of 1M in + 1M out$5.80$1.40 4.1× less
Head-to-head of 44 shared benchmarks15 wins29 wins
Scores tracked independently verified123 21 ◆201 43 ◆

Release dates per Artificial Analysis. Prices: Z.ai's own price page for GLM-5.2; Artificial Analysis for GPT-5.6 Luna. ◆ = independently verified score.

Where each leadsby capability area · benchmark wins

AreaGLM-5.2WINSGPT-5.6 Luna
Reasoning33Even, 3–3 of 6
Coding24GPT-5.6 Luna leads 4 of 6 · widest: LiveBench · Coding 79.7 vs 82.9
Agentic23GPT-5.6 Luna leads 3 of 5 · widest: GDPVal 42.9 vs 47.2
Factuality12GPT-5.6 Luna leads 2 of 3 · widest: AA-Omniscience · Accuracy 24.3 vs 42.7
Instruction Following10GLM-5.2 leads 1 of 1
Long Context01GPT-5.6 Luna leads 1 of 1 · widest: AA-LCR 78.3 vs 83.7
Math23GPT-5.6 Luna leads 3 of 5 · widest: FrontierMath Tier 4 29.3 vs 58.5

Biggest gaps

GLM-5.2 pulls furthest ahead on

  1. AA-Omniscience · Non-hallucination73.7 vs 7.4
  2. SimpleBench58.8 vs 46.8
  3. τ-Bench V3 · Banking34.6 vs 31.1

GPT-5.6 Luna pulls furthest ahead on

  1. ARC-AGI-259.6 vs 22.8
  2. FrontierMath Tier 458.5 vs 29.3
  3. AA-Omniscience · Accuracy42.7 vs 24.3

Every shared benchmark44 · grouped by area

Reasoning 6

BenchmarkGLM-5.2MARGINGPT-5.6 Luna
ARC-AGI-222.8 ◆◆ 59.6
CritPt20.920.6
GPQA Diamond89.591.1
LiveBench · Reasoning78.6 ◆◆ 85.6
SimpleBench58.8 ◆◆ 46.8

Coding 6

BenchmarkGLM-5.2MARGINGPT-5.6 Luna
LMArena · WebDev1602 ◆◆ 1520
LiveBench · Coding79.7 ◆◆ 82.9
SciCode51.253.6

Agentic 5

BenchmarkGLM-5.2MARGINGPT-5.6 Luna
GDPVal42.947.2
Terminal-Bench 4.0111.6

Instruction Following 1

Long Context 1

BenchmarkGLM-5.2MARGINGPT-5.6 Luna
AA-LCR78.383.7

Math 5

BenchmarkGLM-5.2MARGINGPT-5.6 Luna
AIME 202699.297.6
LiveBench · Mathematics89.8 ◆◆ 87.2

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 (zai-official, direct), otherwise the lowest tracked offer.

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