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Compare AI models: DeepSeek V4 Pro vs iceman-contributor

  1. DeepSeek V4 ProDeepSeek
  2. iceman-contributorHollow points use fallbacks · hover for details
ReasoningCodingCost efficiencyContext windowMultimodalTool use
Normalized model capability scores
ModelReasoningCodingCost efficiencyContext windowMultimodalTool use
DeepSeek V4 Pro100/100100/10029/10081/1000/10068/100
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
Unknown
Output modalities
Text
Unknown
Providers
Pricing
Input
$1.91/ 1M
Unknown
Output
$3.83/ 1M
Unknown
Cached input
Unknown
Unknown
MomentumLast 2 mo
Unique users
392K
26K
Completed sessions
1,484,978
2,957,675
Token share
0.42%
0.06%
Tokens
5.5T-80%
780B+100%
SEP 11NOV 5
SEP 11NOV 5
RetentionWeek 1
Returning users
56%30K user-weeks
Pending

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