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Compare / head-to-head

GPT-5 minivsLongCat 2.0

LongCat 2.0 leads 1 of 1 shared benchmark. 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
0 – 1
LongCat 2.0 leads
Cheaper per token
list price, input + output
Larger context
LongCat 2.0
1M tokens
Provider uptime (30d)
94.2446% · —
OpenAI · Meituan LongCat
GPT-5 mini
OpenAI · released 2025-08-07
textvision
Context
400K
Max out
128K
Input /1M
$0.25
Output /1M
$2
Cached /1M
$0.025
Scores
9 · 8 core
LongCat 2.0
Meituan LongCat · released 2026-06-30
text
Context
1M
Max out
Input /1M
Output /1M
Cached /1M
Scores
10 · 4 core
Quality

Benchmark matrix

BenchmarkGPT-5 miniLongCat 2.0ΔEdge
Reported by both · 1
GPQA Diamond81.6% 88.9% -7.3 ptLongCat 2.0
Only GPT-5 mini reports · 7
SWE-bench Verified71% not reported
AIME 202587.5% matharenanot reported
FrontierMath Tier 4 v2 (Epoch AI run)12.2% epochnot reported
FrontierMath Tiers 1-3 v2 (Epoch AI run)46.7% epochnot reported
OTIS Mock AIME 2024-2025 (Epoch AI run)86.7% epochnot reported
SimpleQA Verified21.6% epochnot reported
SWE-bench Verified (Epoch AI run)64.7% epochnot reported
Only LongCat 2.0 reports · 9
BrowseCompnot reported79.9%
FORTEnot reported73.2%
IFEvalnot reported90%
IMO-AnswerBenchnot reported81.8%
RWSearchnot reported78.8%
SWE-bench Multilingualnot reported77.3%
SWE-bench Pronot reported59.5%
Terminal-Bench 2.1not reported70.8%
Writing Benchnot reported83.8%
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 GPT-5 mini minus LongCat 2.0 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

SpecGPT-5 miniLongCat 2.0Edge
Context window400K tokens1M tokensLongCat 2.0
Max output128K tokens
Input price / 1M$0.25
Output price / 1M$2
Cached input / 1M$0.025
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$2.25
Modalitiestext · visiontextGPT-5 mini
Released2025-08-072026-06-30
Cited benchmark scores910
Reliability

Provider status

All providers
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Which one wins on your data?

Public benchmarks are a starting point. Run GPT-5 mini and LongCat 2.0 on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.