Try OpenCodeTry OpenCode

Compare AI models: DeepSeek V4 Flash vs longcat-2.5

  1. DeepSeek V4 FlashDeepSeek
  2. longcat-2.5MeituanHollow points use fallbacks · hover for details
ReasoningCodingCost efficiencyContext windowMultimodalTool use
Normalized model capability scores
ModelReasoningCodingCost efficiencyContext windowMultimodalTool use
DeepSeek V4 Flash26/10073/10053/10081/1000/1000/100
longcat-2.550/100 — No data; neutral placeholder50/100 — No data; neutral placeholder50/100 — No data; neutral placeholder50/100 — No data; neutral placeholder50/100 — No data; neutral placeholder50/100 — No data; neutral placeholder
Overview
Author
Context length
1M
Unknown
Reasoning
True
Unknown
Input modalities
Text
Unknown
Output modalities
Text
Unknown
Providers
Pricing
Input
$0.44/ 1M
Unknown
Output
$1.32/ 1M
Unknown
Cached input
Unknown
Unknown
MomentumLast 2 mo
Unique users
952K
1
Completed sessions
13,931,186
4
Token share
3.21%
0%
Tokens
44T-85%
30K+100%
SEP 15NOV 9
SEP 15NOV 9
RetentionWeek 1
Returning users
57.9%59K user-weeks
Pending

Related comparisons. Other model pairs to check.