ModelsCompareBest forBenchmarksStatusPricingAPI
Compare / head-to-head

GLM-5vsGLM-5.3-Flash

GLM-5.3-Flash leads 3 of 3 shared benchmarks. GLM-5.3-Flash is 6.5x 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 – 3
GLM-5.3-Flash leads
Cheaper per token
GLM-5.3-Flash
6.5x cheaper, input + output
Larger context
GLM-5.3-Flash
1M tokens
Provider uptime (30d)
Z.ai
GLM-5
Z.ai
text
Context
200K
Max out
131K
Input /1M
$1
Output /1M
$3.2
Cached /1M
$0.2
Scores
8 · 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-5GLM-5.3-FlashΔEdge
Reported by both · 3
GPQA Diamond87.8% epoch90.2% epoch-2.4 ptGLM-5.3-Flash
LMArena Elo1446.3 1471.9 -25.6GLM-5.3-Flash
OTIS Mock AIME 2024-2025 (Epoch AI run)80% epoch93.9% epoch-13.9 ptGLM-5.3-Flash
Only GLM-5 reports · 5
SWE-bench Verified77.8% not reported
AIME 202596.7% matharenanot reported
AIME 202696.7% matharenanot reported
SWE-bench Verified (Epoch AI run)72.1% epochnot reported
Terminal-Bench 2.056.2% not reported
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-5 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-5GLM-5.3-FlashEdge
Context window200K tokens1M tokensGLM-5.3-Flash
Max output131K tokens131K tokensTie
Input price / 1M$1 $0.15 GLM-5.3-Flash
Output price / 1M$3.2 $0.5 GLM-5.3-Flash
Cached input / 1M$0.2 $0.03 GLM-5.3-Flash
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$4.2$0.65GLM-5.3-Flash
Modalitiestexttext · visionGLM-5.3-Flash
Released2026-09-16
Cited benchmark scores819
Reliability

Z.ai status

All providers
More matchups

GLM-5.3-Flash vs …

Built by Respan
Which one wins on your data?

Public benchmarks are a starting point. Run GLM-5 and GLM-5.3-Flash on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.