Compare / head-to-head

GLM-5.3vsQwen3.6-Max-Preview

GLM-5.3 leads 8 of 10 shared benchmarks. GLM-5.3 is 1.6x cheaper per token. GLM-5.3 has the larger context window (1M tokens).

Benchmarks from cited public sources; pricing from official pages; status from official provider feeds.

Shared benchmarks
8 – 1
GLM-5.3 leads · 1 tied
Cheaper per token
GLM-5.3
1.6x cheaper, input + output
Larger context
GLM-5.3
1M tokens
Providers
2 providers
Z.ai · Qwen
GLM-5.3
Z.ai · released 2026-08-18
text
Context
1M
Max out
131K
Input /1M
$1.4 ↗
Output /1M
$4.4 ↗
Cached /1M
$0.26
Scores
57 · 9 core
Qwen3.6-Max-Preview
Qwen · released 2026-04-18
text
Context
256K
Max out
—
Input /1M
$1.3 ↗
Output /1M
$7.8 ↗
Cached /1M
—
Scores
17 · 8 core
Quality

Benchmark matrix

BenchmarkGLM-5.3Qwen3.6-Max-PreviewΔEdge
Reported by both · 10
GPQA Diamond90.9% ↗epoch run87.4% ↗epoch run+3.5 ptGLM-5.3
LMArena Elo1478.5 ↗1460.3 ↗+18.2GLM-5.3
Chess Puzzles (Epoch AI run)21% ↗epoch run20% ↗epoch run+1 ptGLM-5.3
LMArena WebDev (LMArena)1623 ↗1481.5 ↗+141.5GLM-5.3
Mystery Game Puzzles (Epoch AI run)33% ↗epoch run19% ↗epoch run+14 ptGLM-5.3
NL2Repo58% ↗42.9% ↗+15.1 ptGLM-5.3
OTIS Mock AIME 2024-2025 (Epoch AI run)91.1% ↗epoch run91.1% ↗epoch run0Tie
SimpleBench (SimpleBench)66.2% ↗63% ↗+3.2 ptGLM-5.3
SimpleQA Verified41% ↗epoch run52% ↗epoch run-11 ptQwen3.6-Max-Preview
Vending-Bench 2 (Andon Labs)8163.61 ↗4254.19 ↗+3909.4GLM-5.3
Only GLM-5.3 reports · 33
Agents' Last Exam28.5% ↗not reported——
Agents' Last Exam (ALE-CLI)28.5% ↗not reported——
APEX-Agents (Mercor)56.6% ↗not reported——
AutomationBench v1.0.648.2% ↗not reported——
CyberGym84.5% ↗not reported——
DeepSWE v1.166.9% ↗not reported——
DeepSWE v1.1 (Datacurve)69% ↗not reported——
ExploitBench54.4% ↗not reported——
ExploitGym 2h105 ↗not reported——
ExploitGym 6h130 ↗not reported——
FrontierMath Tier 4 v2 (Epoch AI run)29.3% ↗epoch runnot reported——
FrontierMath Tiers 1-3 v2 (Epoch AI run)68.8% ↗epoch runnot reported——
FrontierSWE78.1% ↗not reported——
FrontierSWE V2 (Proximal Labs)30.2% ↗not reported——
GDPval-AA v21769 ↗not reported——
HLE (with tools)62.5% ↗not reported——
LiveBench Agentic Coding (LiveBench)60.9% ↗not reported——
LiveBench Coding (LiveBench)79% ↗not reported——
LiveBench Data Analysis (LiveBench)70.2% ↗not reported——
LiveBench Instruction Following (LiveBench)69.3% ↗not reported——
LiveBench Language (LiveBench)79.9% ↗not reported——
LiveBench Mathematics (LiveBench)87.9% ↗not reported——
LiveBench Reasoning (LiveBench)85.8% ↗not reported——
LMArena Agent (LMArena)0.0236 ↗not reported——
PostTrainBench39.8% ↗not reported——
ProgramBench (Almost Solved)19% ↗not reported——
SWE-Marathon v1.142.5% ↗not reported——
Terminal-Bench 2.188.2% ↗not reported——
Terminal-Bench 3.028.3% ↗not reported——
Terminal-Bench 4.0 (Vals AI)38.9% ↗not reported——
Toolathlon Verified73% ↗not reported——
WeirdML (Håvard Tveit Ihle)75.4% ↗not reported——
Z.ai Code Bench (max effort)34.5% ↗not reported——
Only Qwen3.6-Max-Preview reports · 7
QwenClawBenchnot reported59% ↗——
SciCodenot reported47% ↗——
SkillsBenchnot reported55.6% ↗——
SuperGPQAnot reported73.9% ↗——
SWE-bench Pronot reported57.3% ↗——
SWE-bench Verified (Epoch AI run)not reported76.7% ↗epoch run——
Terminal-Bench 2.0 (Terminus-2)not reported65.4% ↗——
Scores tagged "epoch" or "matharena" are independent runs, used only where the lab has not published its own; ⚠ marks rows MathArena flags as released after the competition. Higher is better on every row. Δ is GLM-5.3 minus Qwen3.6-Max-Preview in the benchmark's own unit. "Not reported" means the lab has not published that figure; it is not a zero. ↗ opens the source.
Specs & pricing

Side by side

SpecGLM-5.3Qwen3.6-Max-PreviewEdge
Context window1M tokens256K tokensGLM-5.3
Max output131K tokens——
Input price / 1M$1.4 ↗$1.3 ↗Qwen3.6-Max-Preview
Output price / 1M$4.4 ↗$7.8 ↗GLM-5.3
Cached input / 1M$0.26 ↗——
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$5.8$9.1GLM-5.3
ModalitiestexttextTie
Released2026-08-182026-04-18—
Cited benchmark scores5717—
Reliability

Provider status

All providers →
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