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GLM-5.3-FlashvsQwen3.7-Flash

GLM-5.3-Flash leads 3 of 3 shared benchmarks. Qwen3.7-Flash is 4.7x 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
3 – 0
GLM-5.3-Flash leads
Cheaper per token
Qwen3.7-Flash
4.7x cheaper, input + output
Larger context
Tie
both 1M tokens
Provider uptime (30d)
— · —
Z.ai · Qwen
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
Qwen3.7-Flash
Qwen · released 2026-07-15
textvision
Context
1M
Max out
Input /1M
$0.028
Output /1M
$0.11
Cached /1M
Scores
3 · 3 core
Quality

Benchmark matrix

BenchmarkGLM-5.3-FlashQwen3.7-FlashΔEdge
Reported by both · 3
GPQA Diamond90.2% epoch82.3% epoch+7.9 ptGLM-5.3-Flash
FrontierMath Tiers 1-3 v2 (Epoch AI run)55.8% epoch19.3% epoch+36.5 ptGLM-5.3-Flash
OTIS Mock AIME 2024-2025 (Epoch AI run)93.9% epoch86.7% epoch+7.2 ptGLM-5.3-Flash
Only GLM-5.3-Flash reports · 16
LMArena Elo1471.9 not reported
Agents' Last Exam (ALE-CLI)26.3% not reported
AutomationBench v1.0.648.8% not reported
BabyVision53.4% not reported
Chartography (with tools)78% not reported
CharXiv Reasoning (with tools)89.4% not reported
DeepSWE v1.163.4% not reported
FrontierMath Tier 4 v2 (Epoch AI run)17.1% epochnot reported
GDPval-AA v21773 not reported
HLE (with tools)55.3% not reported
MMVU80.5% not reported
MVBench77.8% not reported
NL2Repo56.3% not reported
OfficeQA Pro62.4% not reported
Terminal-Bench 2.184.3% not reported
Toolathlon Verified78.4% not reported
Only Qwen3.7-Flash reports · 0
Qwen3.7-Flash reports nothing GLM-5.3-Flash does not.
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-5.3-Flash minus Qwen3.7-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-5.3-FlashQwen3.7-FlashEdge
Context window1M tokens1M tokensTie
Max output131K tokens
Input price / 1M$0.15 $0.028 Qwen3.7-Flash
Output price / 1M$0.5 $0.11 Qwen3.7-Flash
Cached input / 1M$0.03
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$0.65$0.138Qwen3.7-Flash
Modalitiestext · visiontext · visionTie
Released2026-09-162026-07-15
Cited benchmark scores193
Reliability

Provider status

All providers
More matchups

GLM-5.3-Flash vs …

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Built by Respan
Which one wins on your data?

Public benchmarks are a starting point. Run GLM-5.3-Flash and Qwen3.7-Flash on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.