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Compare AI models: Ling 3.0 Flash Fin vs MiniMax-M3.1-Flash

  1. Ling 3.0 Flash FininclusionAIHollow points use fallbacks · hover for details
  2. MiniMax-M3.1-FlashMiniMaxHollow points use fallbacks · hover for details
ReasoningCodingCost efficiencyContext windowMultimodalTool use
Normalized model capability scores
ModelReasoningCodingCost efficiencyContext windowMultimodalTool use
Ling 3.0 Flash Fin50/100 — Reasoning supported; no comparable benchmark50/100 — No data; neutral placeholder84/10063/1000/10050/100 — Tool calling supported; no comparable benchmark
MiniMax-M3.1-Flash50/100 — Reasoning supported; no comparable benchmark50/100 — No data; neutral placeholder69/10081/10050/10050/100 — Tool calling supported; no comparable benchmark
Overview
Author
Context length
262K
1M
Reasoning
True
True
Input modalities
Text
Text, Image, Video
Output modalities
Text
Text
Providers
Pricing
Input
$0.07/ 1M
$0.15/ 1M
Output
$0.22/ 1M
$0.60/ 1M
Cached input
$0.01/ 1M
$0.01/ 1M
MomentumLast 2 mo
Unique users
140K
808K
Completed sessions
3,728,863
119,150,094
Token share
0.23%
15%
Tokens
2.4T+100%
156T+100%
AUG 26OCT 20
AUG 26OCT 20
RetentionWeek 1
Returning users
Pending
75.6%10K user-weeks

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