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Compare / head-to-head

GLM-5.1vsGLM-5.3-Flash

GLM-5.3-Flash leads 4 of 4 shared benchmarks. GLM-5.3-Flash is 8.9x cheaper per token. 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 – 4
GLM-5.3-Flash leads
Cheaper per token
GLM-5.3-Flash
8.9x cheaper, input + output
Larger context
GLM-5.3-Flash
1M tokens
Provider uptime (30d)
Z.ai
GLM-5.1
Z.ai · released 2026-04-07
text
Context
200K
Max out
131K
Input /1M
$1.4
Output /1M
$4.4
Cached /1M
$0.26
Scores
7 · 7 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-5.1GLM-5.3-FlashΔEdge
Reported by both · 4
GPQA Diamond89.9% epoch90.2% epoch-0.3 ptGLM-5.3-Flash
LMArena Elo1462.4 1471.9 -9.5GLM-5.3-Flash
FrontierMath Tiers 1-3 v2 (Epoch AI run)36.8% epoch55.8% epoch-19 ptGLM-5.3-Flash
OTIS Mock AIME 2024-2025 (Epoch AI run)93.3% epoch93.9% epoch-0.6 ptGLM-5.3-Flash
Only GLM-5.1 reports · 3
AIME 202695.8% matharenanot reported
SimpleQA Verified34% epochnot reported
SWE-bench Verified (Epoch AI run)74.2% epochnot reported
Only GLM-5.3-Flash reports · 15
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
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-5.1 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-5.1GLM-5.3-FlashEdge
Context window200K tokens1M tokensGLM-5.3-Flash
Max output131K tokens131K tokensTie
Input price / 1M$1.4 $0.15 GLM-5.3-Flash
Output price / 1M$4.4 $0.5 GLM-5.3-Flash
Cached input / 1M$0.26 $0.03 GLM-5.3-Flash
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$5.8$0.65GLM-5.3-Flash
Modalitiestexttext · visionGLM-5.3-Flash
Released2026-04-072026-09-16
Cited benchmark scores719
Reliability

Z.ai status

All providers
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Public benchmarks are a starting point. Run GLM-5.1 and GLM-5.3-Flash on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.