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CompareAI models

  1. Qwen3.8 FlashAlibabaHollow points use fallbacks · hover for details
  2. MiniMax-M3.1-Flash-PreviewMiniMaxHollow 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 placeholder73/10080/10050/10050/100 — Tool calling supported; no comparable benchmark
MiniMax-M3.1-Flash-Preview50/100 — Reasoning supported; no comparable benchmark50/100 — No data; neutral placeholder100/10080/10050/10050/100 — Tool calling supported; no comparable benchmark
Overview
Author
Context length
1M
1M
Reasoning
True
True
Input modalities
Text, Image, Video
Text, Image, Video
Output modalities
Text
Text
Providers
Pricing
Input
$0.15/ 1M
$0.00/ 1M
Output
$0.47/ 1M
$0.00/ 1M
Cached input
$0.02/ 1M
$0.00/ 1M
MomentumLast 2 mo
Unique users
135K
No usage
Completed sessions
951,979
No usage
Token share
0.22%
No usage
Tokens
1.8T+100%
No usage
AUG 4SEP 28
No trend data
RetentionWeek 1
Returning users
60%5.5K user-weeks
Pending

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