GitHub[220K]Try OpenCode

Compare AI models: Qwen3.8 Flash vs iceman-contributor

  1. Qwen3.8 FlashAlibabaHollow 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
Qwen3.8 Flash50/100 — Reasoning supported; no comparable benchmark50/100 — No data; neutral placeholder72/10081/10050/10050/100 — 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
1M
Unknown
Reasoning
True
Unknown
Input modalities
Text, Image, Video
Unknown
Output modalities
Text
Unknown
Providers
Pricing
Input
$0.15/ 1M
Unknown
Output
$0.47/ 1M
Unknown
Cached input
$0.02/ 1M
Unknown
MomentumLast 2 mo
Unique users
222K
12K
Completed sessions
2,409,003
711,377
Token share
0.22%
0.02%
Tokens
2.7T+326%
205B+100%
SEP 5OCT 30
SEP 5OCT 30
RetentionWeek 1
Returning users
61.2%11K user-weeks
Pending

Related comparisons. Other model pairs to check.