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Compare / head-to-head

LongCat 2.0vsLongCat Flash Chat

LongCat 2.0 leads 2 of 2 shared benchmarks. LongCat 2.0 has the larger context window (1M tokens).

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

Shared benchmarks
2 – 0
LongCat 2.0 leads
Cheaper per token
list price, input + output
Larger context
LongCat 2.0
1M tokens
Provider uptime (30d)
Meituan LongCat
LongCat 2.0
Meituan LongCat · released 2026-06-30
text
Context
1M
Max out
Input /1M
Output /1M
Cached /1M
Scores
10 · 4 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

BenchmarkLongCat 2.0LongCat Flash ChatΔEdge
Reported by both · 2
GPQA Diamond88.9% 73.23% +15.7 ptLongCat 2.0
IFEval90% 89.65% +0.3 ptLongCat 2.0
Only LongCat 2.0 reports · 8
BrowseComp79.9% not reported
FORTE73.2% not reported
IMO-AnswerBench81.8% not reported
RWSearch78.8% not reported
SWE-bench Multilingual77.3% not reported
SWE-bench Pro59.5% not reported
Terminal-Bench 2.170.8% not reported
Writing Bench83.8% not reported
Only LongCat Flash Chat reports · 29
SWE-bench Verifiednot reported60.4%
MMLUnot reported89.71%
MMLU-Pronot reported82.68%
AIME 2025not reported61.25%
LMArena Elonot reported1422.9
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%
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 LongCat 2.0 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

SpecLongCat 2.0LongCat Flash ChatEdge
Context window1M tokens128K tokensLongCat 2.0
Max output
Input price / 1M
Output price / 1M
Cached input / 1M
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
ModalitiestexttextTie
Released2026-06-302025-09-01
Cited benchmark scores1031
Reliability

Meituan LongCat status

All providers
More matchups

LongCat Flash Chat vs …

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Public benchmarks are a starting point. Run LongCat 2.0 and LongCat Flash Chat on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.