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GLM-5.3-FlashvsQwen3.8-Flash-Next

GLM-5.3-Flash and Qwen3.8-Flash-Next split their 2 shared benchmarks evenly. Both offer a 1M-token context window.

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

Shared benchmarks
1 – 1
even split
Cheaper per token
list price, 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
textvision
Context
1M
Max out
Input /1M
Output /1M
Cached /1M
Scores
13 · 4 core
Quality

Benchmark matrix

BenchmarkGLM-5.3-FlashQwen3.8-Flash-NextΔEdge
Reported by both · 2
GPQA Diamond90.2% epoch91.7% -1.5 ptQwen3.8-Flash-Next
Toolathlon Verified78.4% 73.5% +4.9 ptGLM-5.3-Flash
Only GLM-5.3-Flash reports · 17
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
FrontierMath Tiers 1-3 v2 (Epoch AI run)55.8% 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
OTIS Mock AIME 2024-2025 (Epoch AI run)93.9% epochnot reported
Terminal-Bench 2.184.3% not reported
Only Qwen3.8-Flash-Next reports · 11
Agents' Last Exam Pass@1not reported24.3%
Agents' Last Exam Scorenot reported51.2
CoWorkBenchnot reported73.9%
DeepSWE 1.1not reported58.7%
Humanity's Last Examnot reported35.9%
IFBenchnot reported81.3%
JobBenchnot reported55.7%
LiveCodeBench v6not reported91.9%
NL2Repo-Benchnot reported48.1%
SWE-bench Multilingualnot reported81%
SWE-bench Pronot reported62.5%
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 GLM-5.3-Flash minus Qwen3.8-Flash-Next 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-FlashQwen3.8-Flash-NextEdge
Context window1M tokens1M tokensTie
Max output131K tokens
Input price / 1M$0.15
Output price / 1M$0.5
Cached input / 1M$0.03
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$0.65
Modalitiestext · visiontext · visionTie
Released2026-09-16
Cited benchmark scores1913
Reliability

Provider status

All providers
More matchups

GLM-5.3-Flash vs …

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Qwen3.8-Flash-Next vs …

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Which one wins on your data?

Public benchmarks are a starting point. Run GLM-5.3-Flash and Qwen3.8-Flash-Next on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.