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Claude Opus 4.6vsGLM-5.3-Flash

Claude Opus 4.6 leads 5 of 5 shared benchmarks. GLM-5.3-Flash is 46.2x cheaper per token. Both offer a 1M-token context window.

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

Shared benchmarks
5 – 0
Claude Opus 4.6 leads
Cheaper per token
GLM-5.3-Flash
46.2x cheaper, input + output
Larger context
Tie
both 1M tokens
Provider uptime (30d)
100% · —
Anthropic · Z.ai
Claude Opus 4.6
Anthropic · released 2026-02-05
textvision
Context
1M
Max out
128K
Input /1M
$5
Output /1M
$25
Cached /1M
$0.5
Scores
19 · 9 core
GLM-5.3-Flash
Z.ai · released 2026-09-16
textvision
Context
1M
Max out
131K
Input /1M
$0.15
Output /1M
$0.5
Cached /1M
$0.03
Scores
19 · 6 core
Quality

Benchmark matrix

BenchmarkClaude Opus 4.6GLM-5.3-FlashΔEdge
Reported by both · 5
GPQA Diamond91.3% 90.2% epoch+1.1 ptClaude Opus 4.6
LMArena Elo1497.5 1471.9 +25.6Claude Opus 4.6
FrontierMath Tier 4 v2 (Epoch AI run)26.8% epoch17.1% epoch+9.7 ptClaude Opus 4.6
FrontierMath Tiers 1-3 v2 (Epoch AI run)66% epoch55.8% epoch+10.2 ptClaude Opus 4.6
OTIS Mock AIME 2024-2025 (Epoch AI run)94.4% epoch93.9% epoch+0.5 ptClaude Opus 4.6
Only Claude Opus 4.6 reports · 13
SWE-bench Verified80.8% not reported
AIME 202696.7% matharenanot reported
ARC-AGI-2 (Verified)68.8% not reported
MCP Atlas59.5% not reported
MMMLU91.1% not reported
MMMU-Pro (no tools)73.9% not reported
MMMU-Pro (with tools)77.3% not reported
OSWorld-Verified72.7% not reported
SimpleQA Verified47% epochnot reported
SWE-bench Verified (Epoch AI run)78.7% epochnot reported
Tau2-bench Retail91.9% not reported
Tau2-bench Telecom99.3% not reported
Terminal-Bench 2.065.4% not reported
Only GLM-5.3-Flash reports · 14
Agents' Last Exam (ALE-CLI)not reported26.3%
AutomationBench v1.0.6not reported48.8%
BabyVisionnot reported53.4%
Chartography (with tools)not reported78%
CharXiv Reasoning (with tools)not reported89.4%
DeepSWE v1.1not reported63.4%
GDPval-AA v2not reported1773
HLE (with tools)not reported55.3%
MMVUnot reported80.5%
MVBenchnot reported77.8%
NL2Reponot reported56.3%
OfficeQA Pronot reported62.4%
Terminal-Bench 2.1not reported84.3%
Toolathlon Verifiednot reported78.4%
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 Claude Opus 4.6 minus GLM-5.3-Flash 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

SpecClaude Opus 4.6GLM-5.3-FlashEdge
Context window1M tokens1M tokensTie
Max output128K tokens131K tokensGLM-5.3-Flash
Input price / 1M$5 $0.15 GLM-5.3-Flash
Output price / 1M$25 $0.5 GLM-5.3-Flash
Cached input / 1M$0.5 $0.03 GLM-5.3-Flash
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$30$0.65GLM-5.3-Flash
Modalitiestext · visiontext · visionTie
Released2026-02-052026-09-16
Cited benchmark scores1919
Reliability

Provider status

All providers
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