LongCat-Flash-Thinking vs LongCat-Flash-Thinking-2601: Specs & Benchmark Comparison

CharacteristicLongCat-Flash-ThinkingLongCat-Flash-Thinking-2601
CompanyMeituanMeituan
Release DateSeptember 21, 2025January 13, 2026
Parameters560B560B
MultimodalNoNo
Average Score0.90.8
Benchmarks
Tau2 Telecom0.81.0
AIME 20250.91.0
Tau2 Retail0.80.9
SWE-Bench Verified0.60.6
GPQA0.80.8

Visual Benchmark Comparison

LongCat-Flash-Thinking
LongCat-Flash-Thinking-2601
Tau2 Telecom0.8 vs 1.0
0.8
1.0
AIME 20250.9 vs 1.0
0.9
1.0
Tau2 Retail0.8 vs 0.9
0.8
0.9
SWE-Bench Verified0.6 vs 0.6
0.6
0.6
GPQA0.8 vs 0.8
0.8
0.8

Verdict

LongCat-Flash-Thinking-2601 leads in 1 out of 3 comparison categories.

Overall Performance

Both models show comparable average scores: LongCat-Flash-Thinking — 0.9, LongCat-Flash-Thinking-2601 — 0.8.

Programming

On SWE-Bench, both models are nearly equal: LongCat-Flash-Thinking — 0.6, LongCat-Flash-Thinking-2601 — 0.6.

Recency

LongCat-Flash-Thinking-2601 is newer: released 1/13/2026 vs 9/21/2025.

More About These Models

Related Comparisons

The LongCat-Flash-Thinking and LongCat-Flash-Thinking-2601 comparison is updated for 2026. Data includes benchmark results, API pricing, context window size and other specifications. For more detailed information, visit the LongCat-Flash-Thinking or LongCat-Flash-Thinking-2601 page. See also the complete list of AI model comparisons.