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Gemini 3.5 FlashvsGLM-5.3

Gemini 3.5 Flash leads 3 of 5 shared benchmarks. GLM-5.3 is 1.8x cheaper per token. Gemini 3.5 Flash has the larger context window (1.0M tokens).

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

Shared benchmarks
3 – 2
Gemini 3.5 Flash leads
Cheaper per token
GLM-5.3
1.8x cheaper, input + output
Larger context
Gemini 3.5 Flash
1.0M tokens
Provider uptime (30d)
100% · —
Google · Z.ai
Gemini 3.5 Flash
Google · released 2026-05-19
textvisionaudio
Context
1.0M
Max out
66K
Input /1M
$1.5
Output /1M
$9
Cached /1M
$0.15
Scores
15 · 9 core
GLM-5.3
Z.ai · released 2026-08-14
text
Context
1M
Max out
131K
Input /1M
$1.4
Output /1M
$4.4
Cached /1M
$0.26
Scores
33 · 6 core
Quality

Benchmark matrix

BenchmarkGemini 3.5 FlashGLM-5.3ΔEdge
Reported by both · 5
GPQA Diamond92.8% epoch90.9% epoch+1.9 ptGemini 3.5 Flash
FrontierMath Tier 4 v2 (Epoch AI run)26.8% epoch29.3% epoch-2.5 ptGLM-5.3
FrontierMath Tiers 1-3 v2 (Epoch AI run)62.8% epoch68.8% epoch-6 ptGLM-5.3
OTIS Mock AIME 2024-2025 (Epoch AI run)95.6% epoch91.1% epoch+4.5 ptGemini 3.5 Flash
SimpleQA Verified66.2% epoch41% epoch+25.2 ptGemini 3.5 Flash
Only Gemini 3.5 Flash reports · 10
AIME 202695% matharenanot reported
ARC-AGI-272.1% not reported
GDPVal-AA1656 not reported
Humanity's Last Exam (full set, text + MM)40.2% not reported
MCP Atlas83.6% not reported
MMMU-Pro83.6% not reported
OSWorld-Verified78.4% not reported
SWE-Bench Pro (Public)55.1% not reported
SWE-bench Verified (Epoch AI run)79.3% epochnot reported
Terminal-bench 2.176.2% not reported
Only GLM-5.3 reports · 19
Agents' Last Examnot reported28.5%
Agents' Last Exam (ALE-CLI)not reported28.5%
AutomationBench v1.0.6not reported48.2%
CyberGymnot reported84.5%
DeepSWE v1.1not reported66.9%
ExploitBenchnot reported54.4%
ExploitGym 2hnot reported105
ExploitGym 6hnot reported130
FrontierSWEnot reported78.1%
GDPval-AA v2not reported1769
HLE (with tools)not reported62.5%
NL2Reponot reported58%
PostTrainBenchnot reported39.8%
ProgramBench (Almost Solved)not reported19%
SWE-Marathon v1.1not reported42.5%
Terminal-Bench 2.1not reported88.2%
Terminal-Bench 3.0not reported28.3%
Toolathlon Verifiednot reported73%
Z.ai Code Bench (max effort)not reported34.5%
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 Gemini 3.5 Flash minus GLM-5.3 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

SpecGemini 3.5 FlashGLM-5.3Edge
Context window1.0M tokens1M tokensGemini 3.5 Flash
Max output66K tokens131K tokensGLM-5.3
Input price / 1M$1.5 $1.4 GLM-5.3
Output price / 1M$9 $4.4 GLM-5.3
Cached input / 1M$0.15 $0.26 Gemini 3.5 Flash
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$10.5$5.8GLM-5.3
Modalitiestext · vision · audiotextGemini 3.5 Flash
Released2026-05-192026-08-14
Cited benchmark scores1533
Reliability

Provider status

All providers
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