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Compare AI models: Kimi K2.7 Code vs iceman-contributor

  1. Kimi K2.7 CodeMoonshotHollow points use fallbacks · hover for details
  2. iceman-contributorHollow 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 placeholder32/10062/10050/10050/100 — Tool calling supported; no comparable benchmark
iceman-contributor50/100 — 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
262K
Unknown
Reasoning
True
Unknown
Input modalities
Text, Image, Video
Unknown
Output modalities
Text
Unknown
Providers
Pricing
Input
$0.95/ 1M
Unknown
Output
$4.00/ 1M
Unknown
Cached input
$0.19/ 1M
Unknown
MomentumLast 2 mo
Unique users
151K
47K
Completed sessions
588,034
4,349,743
Token share
0.09%
0.08%
Tokens
1.3T-26%
1.1T+100%
SEP 21NOV 15
SEP 21NOV 15
RetentionWeek 1
Returning users
56.5%12K user-weeks
67.8%423 user-weeks

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