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CompareAI models

  1. Kimi K2.7 CodeMoonshotHollow points use fallbacks · hover for details
  2. Qwen3.8 FlashAlibabaHollow points use fallbacks · hover for details
ReasoningCodingCost efficiencyContext windowMultimodalTool use
Normalized model capability scores
ModelReasoningCodingCost efficiencyContext windowMultimodalTool use
Kimi K2.7 Code50/100 — Reasoning supported; no comparable benchmark50/100 — No data; neutral placeholder37/10061/10050/10050/100 — Tool calling supported; no comparable benchmark
Qwen3.8 Flash50/100 — Reasoning supported; no comparable benchmark50/100 — No data; neutral placeholder73/10080/10050/10050/100 — Tool calling supported; no comparable benchmark
Overview
Author
Context length
262K
1M
Reasoning
True
True
Input modalities
Text, Image, Video
Text, Image, Video
Output modalities
Text
Text
Providers
Pricing
Input
$0.95/ 1M
$0.15/ 1M
Output
$4.00/ 1M
$0.47/ 1M
Cached input
$0.19/ 1M
$0.02/ 1M
MomentumLast 2 mo
Unique users
236K
144K
Completed sessions
414,003
1,019,182
Token share
0.18%
0.22%
Tokens
1.6T-53%
1.9T+100%
AUG 6SEP 30
AUG 6SEP 30
RetentionWeek 1
Returning users
55%19K user-weeks
60%5.5K user-weeks

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