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GLM-4.7-FlashvsLongCat Flash Chat

LongCat Flash Chat leads 2 of 2 shared benchmarks. GLM-4.7-Flash has the larger context window (200K tokens).

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

Shared benchmarks
0 – 2
LongCat Flash Chat leads
Cheaper per token
list price, input + output
Larger context
GLM-4.7-Flash
200K tokens
Provider uptime (30d)
— · —
Z.ai · Meituan LongCat
text
Context
200K
Max out
131K
Input /1M
$0
Output /1M
$0
Cached /1M
$0
Scores
3 · 3 core
LongCat Flash Chat
Meituan LongCat · released 2025-09-01
text
Context
128K
Max out
Input /1M
Output /1M
Cached /1M
Scores
31 · 9 core
Quality

Benchmark matrix

BenchmarkGLM-4.7-FlashLongCat Flash ChatΔEdge
Reported by both · 2
GPQA Diamond60.5% epoch73.23% -12.7 ptLongCat Flash Chat
LMArena Elo1352.2 1422.9 -70.7LongCat Flash Chat
Only GLM-4.7-Flash reports · 1
OTIS Mock AIME 2024-2025 (Epoch AI run)58.3% epochnot reported
Only LongCat Flash Chat reports · 29
SWE-bench Verifiednot reported60.4%
MMLUnot reported89.71%
MMLU-Pronot reported82.68%
AIME 2025not reported61.25%
AceBenchnot reported76.1%
AIME 2024not reported70.42%
ArenaHard-V2not reported86.5%
BeyondAIMEnot reported43%
C-Evalnot reported90.44%
CMMLUnot reported84.34%
COLLIEnot reported57.1%
DROPnot reported79.06%
GraphWalks-128knot reported51.05%
HumanEval+not reported88.41%
IFEvalnot reported89.65%
LiveCodeBenchnot reported48.02%
MATH500not reported96.4%
MBPP+not reported79.63%
Meeseeks-zhnot reported43.03%
Safety: Criminalnot reported91.24%
Safety: Harmfulnot reported83.98%
Safety: Misinformationnot reported81.72%
Safety: Privacynot reported93.98%
Tau2-Bench (airline)not reported58%
Tau2-Bench (retail)not reported71.27%
Tau2-Bench (telecom)not reported73.68%
TerminalBenchnot reported39.51%
VitaBenchnot reported24.3%
ZebraLogicnot reported89.3%
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-4.7-Flash minus LongCat Flash Chat 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-4.7-FlashLongCat Flash ChatEdge
Context window200K tokens128K tokensGLM-4.7-Flash
Max output131K tokens
Input price / 1M$0
Output price / 1M$0
Cached input / 1M$0
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$0
ModalitiestexttextTie
Released2025-09-01
Cited benchmark scores331
Reliability

Provider status

All providers
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