Compare AI models: LongCat-2.5-Preview vs MiMo-V2.6-Flash

ReasoningCodingCost efficiencyContext windowMultimodalTool use

Normalized model capability scores
Model	Reasoning	Coding	Cost efficiency	Context window	Multimodal	Tool use
LongCat-2.5-Preview	50/100 — Reasoning supported; no comparable benchmark	50/100 — No data; neutral placeholder	60/100	80/100	33/100	50/100 — Tool calling supported; no comparable benchmark
MiMo-V2.6-Flash	33/100	62/100	78/100	92/100	67/100	60/100

Overview

Author

Context length

Reasoning

True

Input modalities

Text, Image

Text, Image, Audio, Video

Output modalities

Text

Providers

Pricing

Input

$0.30/ 1M

$0.16/ 1M

Output

$1.20/ 1M

$0.32/ 1M

Cached input

$0.006/ 1M

$0.004/ 1M

MomentumLast 2 mo

Unique users

67K

335K

Completed sessions

3,495,436

12,068,739

Token share

0.38%

1.87%

Tokens

3.5T+100%

18T+100%

AUG 11OCT 5

RetentionWeek 1

Returning users

Pending

77.8%1.2K user-weeks

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