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Compare AI models: Qwen3.8 Flash vs crouton-alpha

  1. Qwen3.8 FlashAlibabaHollow points use fallbacks · hover for details
  2. crouton-alphaHollow 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
crouton-alpha50/100 — 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
218K
17K
Completed sessions
2,601,380
145,670
Token share
0.19%
0.03%
Tokens
2.6T+126%
455B+100%
SEP 12NOV 6
SEP 12NOV 6
RetentionWeek 1
Returning users
61.2%9.7K user-weeks
Pending

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