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Compare AI models: Ling 3.1 Flash vs MiniMax-M2.7

  1. Ling 3.1 FlashinclusionAIHollow points use fallbacks · hover for details
  2. MiniMax-M2.7MiniMaxHollow points use fallbacks · hover for details
ReasoningCodingCost efficiencyContext windowMultimodalTool use
Normalized model capability scores
ModelReasoningCodingCost efficiencyContext windowMultimodalTool use
Ling 3.1 Flash50/100 — Reasoning supported; no comparable benchmark50/100 — No data; neutral placeholder82/10063/1000/10050/100 — Tool calling supported; no comparable benchmark
MiniMax-M2.750/100 — Reasoning supported; no comparable benchmark76/10056/10049/1000/1000/100
Overview
Author
Context length
262K
205K
Reasoning
True
True
Input modalities
Text
Text
Output modalities
Text
Text
Providers
Pricing
Input
$0.07/ 1M
$0.30/ 1M
Output
$0.23/ 1M
$1.20/ 1M
Cached input
$0.01/ 1M
$0.06/ 1M
MomentumLast 2 mo
Unique users
41K
46K
Completed sessions
825,434
158,614
Token share
0.02%
0.02%
Tokens
252B+100%
170B-54%
AUG 26OCT 20
AUG 26OCT 20
RetentionWeek 1
Returning users
Pending
64.7%2K user-weeks

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