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Compare AI models: DeepSeek V4.1 Flash 1017 vs iceman-contributor

  1. DeepSeek V4.1 Flash 1017DeepSeekHollow 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 V4.1 Flash 101756/100100/10068/10081/10033/10050/100 — 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
1M
Unknown
Reasoning
True
Unknown
Input modalities
Text, Image
Unknown
Output modalities
Text
Unknown
Providers
Pricing
Input
$0.15/ 1M
Unknown
Output
$0.60/ 1M
Unknown
Cached input
$0.003/ 1M
Unknown
MomentumLast 2 mo
Unique users
77K
21K
Completed sessions
1,022,718
2,157,649
Token share
0.24%
0.05%
Tokens
3T+100%
587B+100%
SEP 9NOV 3
SEP 9NOV 3
RetentionWeek 1
Returning users
Pending
Pending

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