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Compare AI models: deepseek-v4p1-flash vs iceman-contributor

  1. deepseek-v4p1-flashDeepSeekHollow 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
deepseek-v4p1-flash50/100 — 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
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
Unknown
Unknown
Reasoning
Unknown
Unknown
Input modalities
Unknown
Unknown
Output modalities
Unknown
Unknown
Providers
Pricing
Input
Unknown
Unknown
Output
Unknown
Unknown
Cached input
Unknown
Unknown
MomentumLast 2 mo
Unique users
27K
14K
Completed sessions
223,413
913,641
Token share
0.05%
0.02%
Tokens
571B+100%
261B+100%
SEP 6OCT 31
SEP 6OCT 31
RetentionWeek 1
Returning users
Pending
Pending

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