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Compare AI models: Hy4 preview vs iceman-contributor

  1. Hy4 previewTencentHollow 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
Hy4 preview50/100 — Reasoning supported; no comparable benchmark50/100 — No data; neutral placeholder41/10087/1000/10050/100 — 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
Unknown
Output modalities
Text
Unknown
Providers
Pricing
Input
$0.75/ 1M
Unknown
Output
$2.25/ 1M
Unknown
Cached input
$0.04/ 1M
Unknown
MomentumLast 2 mo
Unique users
53K
3.5K
Completed sessions
127,998
85,647
Token share
0.03%
0%
Tokens
305B+352%
8.3B+100%
SEP 1OCT 26
SEP 1OCT 26
RetentionWeek 1
Returning users
51.2%1.5K user-weeks
Pending

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