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Gemini 3 Flash PreviewvsLongCat 2.0

Gemini 3 Flash Preview leads 1 of 1 shared benchmark. Gemini 3 Flash Preview has the larger context window (1.0M tokens).

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

Shared benchmarks
1 – 0
Gemini 3 Flash Preview leads
Cheaper per token
list price, input + output
Larger context
Gemini 3 Flash Preview
1.0M tokens
Provider uptime (30d)
100% · —
Google · Meituan LongCat
Gemini 3 Flash Preview
Google · released 2025-12-17
textvisionaudio
Context
1.0M
Max out
66K
Input /1M
Output /1M
Cached /1M
Scores
13 · 9 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

BenchmarkGemini 3 Flash PreviewLongCat 2.0ΔEdge
Reported by both · 1
GPQA Diamond90.4% 88.9% +1.5 ptGemini 3 Flash Preview
Only Gemini 3 Flash Preview reports · 10
SWE-bench Verified78% not reported
AIME 202595.2% not reported
Humanity's Last Exam (no tools)33.7% not reported
FrontierMath Tier 4 v2 (Epoch AI run)17.1% epochnot reported
FrontierMath Tiers 1-3 v2 (Epoch AI run)51.2% epochnot reported
MMMU-Pro81.2% not reported
OTIS Mock AIME 2024-2025 (Epoch AI run)95.6% epochnot reported
SimpleQA Verified68.7% not reported
SWE-bench Verified (Epoch AI run)75.4% epochnot reported
Terminal-Bench 2.047.6% not 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 Gemini 3 Flash Preview 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

SpecGemini 3 Flash PreviewLongCat 2.0Edge
Context window1.0M tokens1M tokensGemini 3 Flash Preview
Max output66K tokens
Input price / 1M
Output price / 1M
Cached input / 1M
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
Modalitiestext · vision · audiotextGemini 3 Flash Preview
Released2025-12-172026-06-30
Cited benchmark scores1310
Reliability

Provider status

All providers
More matchups

Gemini 3 Flash Preview vs …

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Which one wins on your data?

Public benchmarks are a starting point. Run Gemini 3 Flash Preview and LongCat 2.0 on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.