AI model matchup
LongCat-Flash-Thinking-2601 vs MiMo-V2.5
A side-by-side look at published capability scores, listed API pricing, speed, context, and license - to help you decide which trade-offs fit your work.
LongCat-Flash-Thinking-2601vsMiMo-V2.5
MiMo-V2.5 leads the RankLLMs Index by 0.1 points (35.9 vs 35.8). Verified API Pricing: Free/Open Source (LongCat-Flash-Thinking-2601) vs Free/Open Source (MiMo-V2.5) per 1M tokens.
Capability profile
Speed duel
tpsPrice duel
$/1MShorter bar = cheaper. Blended per 1M tokens.
| Metric | LongCat-Flash-Thinking-2601 | MiMo-V2.5 |
|---|---|---|
| RankLLMs Overall Score | 35.8 pts | 35.9 pts ▲ |
| Reasoning | 36.0 | 36.0 |
| Coding | 18.9 | 29.1 ▲ |
| Agentic Tool Use | 10.1 | 20.7 ▲ |
| Code Arena Elo | 529 | 639 ▲ |
| Inference Speed | 50 tps | 50 tps |
| API Price (per 1M tokens) | Free/Open Source | Free/Open Source |
| Context Window | 128K | 1M |
| License | Open Source | Open Source |
| Global Rank | #84 | #83 ▲ |
Decision notes
What the numbers suggest
MiMo-V2.5 leads the RankLLMs overall score by 0.1 points. LongCat-Flash-Thinking-2601 has the lower listed API rate (Free/Open Source per 1M tokens).
Treat the overall index as a starting point, then prioritize the benchmark that resembles your task. Published scores and provider pricing can change; this comparison does not represent a first-party test of either model.
- Overall index
- MiMo-V2.5 leads
- 35.8 to 35.9 pts
- Coding score
- MiMo-V2.5 leads
- 18.9 to 29.1 pts
- Reasoning score
- Even
- 36.0 to 36.0 pts
- Agentic score
- MiMo-V2.5 leads
- 10.1 to 20.7 pts
Choose by workload
Which profile fits your use?
Meituan
Consider LongCat-Flash-Thinking-2601 when
your workload gives more weight to the lower listed API rate. Compare those signals with your own task mix, latency needs, and budget.
View LongCat-Flash-Thinking-2601 profileXiaomi
Consider MiMo-V2.5 when
your workload gives more weight to the higher listed coding score, the higher overall index score. Compare those signals with your own task mix, latency needs, and budget.
View MiMo-V2.5 profile