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GLM-4.7-FlashvsGLM-5.3-Flash

GLM-5.3-Flash leads 3 of 3 shared benchmarks. GLM-5.3-Flash has the larger context window (1M tokens).

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

Shared benchmarks
0 – 3
GLM-5.3-Flash leads
Cheaper per token
GLM-4.7-Flash
list price, input + output
Larger context
GLM-5.3-Flash
1M tokens
Provider uptime (30d)
Z.ai
text
Context
200K
Max out
131K
Input /1M
$0
Output /1M
$0
Cached /1M
$0
Scores
3 · 3 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

BenchmarkGLM-4.7-FlashGLM-5.3-FlashΔEdge
Reported by both · 3
GPQA Diamond60.5% epoch90.2% epoch-29.7 ptGLM-5.3-Flash
LMArena Elo1352.2 1471.9 -119.7GLM-5.3-Flash
OTIS Mock AIME 2024-2025 (Epoch AI run)58.3% epoch93.9% epoch-35.6 ptGLM-5.3-Flash
Only GLM-4.7-Flash reports · 0
GLM-4.7-Flash reports nothing GLM-5.3-Flash does not.
Only GLM-5.3-Flash reports · 16
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%
FrontierMath Tier 4 v2 (Epoch AI run)not reported17.1% epoch
FrontierMath Tiers 1-3 v2 (Epoch AI run)not reported55.8% epoch
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 GLM-4.7-Flash 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

SpecGLM-4.7-FlashGLM-5.3-FlashEdge
Context window200K tokens1M tokensGLM-5.3-Flash
Max output131K tokens131K tokensTie
Input price / 1M$0 $0.15 GLM-4.7-Flash
Output price / 1M$0 $0.5 GLM-4.7-Flash
Cached input / 1M$0 $0.03 GLM-4.7-Flash
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$0$0.65GLM-4.7-Flash
Modalitiestexttext · visionGLM-5.3-Flash
Released2026-09-16
Cited benchmark scores319
Reliability

Z.ai status

All providers
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GLM-4.7-Flash vs …

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