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Compare AI models: Kimi K2.7 Code vs Qwen3.8 Flash

  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 placeholder35/10064/10050/10050/100 — Tool calling supported; no comparable benchmark
Qwen3.8 Flash50/100 — Reasoning supported; no comparable benchmark50/100 — No data; neutral placeholder71/10082/10050/10050/100 — 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
$0.67/ 1M
$0.16/ 1M
Output
$3.35/ 1M
$0.47/ 1M
Cached input
$0.18/ 1M
$0.02/ 1M
MomentumLast 2 mo
Unique users
160K
228K
Completed sessions
554,338
2,055,534
Token share
0.12%
0.26%
Tokens
1.3T-50%
2.9T+8,841%
AUG 29OCT 23
AUG 29OCT 23
RetentionWeek 1
Returning users
60.1%14K user-weeks
63.1%9.7K user-weeks

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