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CompareAI models

  1. DeepSeek V4.1 FlashDeepSeek
  2. Kimi K2.8 PreviewMoonshotHollow points use fallbacks · hover for details
ReasoningCodingCost efficiencyContext windowMultimodalTool use
Normalized model capability scores
ModelReasoningCodingCost efficiencyContext windowMultimodalTool use
DeepSeek V4.1 Flash100/100100/10063/10080/10033/10092/100
Kimi K2.8 Preview50/100 — Reasoning supported; no comparable benchmark50/100 — No data; neutral placeholder50/100 — No data; neutral placeholder92/10050/10050/100 — Tool calling supported; no comparable benchmark
Overview
Author
Context length
1M
1M
Reasoning
True
True
Input modalities
Text, Image
Text, Image, Video
Output modalities
Text
Text
Providers
Pricing
Input
$0.27/ 1M
Unknown
Output
$1.08/ 1M
Unknown
Cached input
$0.0054/ 1M
Unknown
MomentumLast 2 mo
Unique users
1.1M
0
Completed sessions
19,447,336
1
Token share
15%
0%
Tokens
131T+100%
00%
AUG 6SEP 30
No trend data
RetentionWeek 1
Returning users
58.4%102K user-weeks
Pending

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