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Compare AI models: Claude Opus 4.8 vs MiniMax-M3.1-Flash

  1. Claude Opus 4.8Anthropic
  2. MiniMax-M3.1-FlashMiniMaxHollow points use fallbacks · hover for details
ReasoningCodingCost efficiencyContext windowMultimodalTool use
Normalized model capability scores
ModelReasoningCodingCost efficiencyContext windowMultimodalTool use
Claude Opus 4.872/10095/1007/10081/10050/10047/100
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
1M
1M
Reasoning
True
True
Input modalities
Text, Image, Pdf
Text, Image, Video
Output modalities
Text
Text
Providers
Pricing
Input
$5.00/ 1M
$0.15/ 1M
Output
$25/ 1M
$0.60/ 1M
Cached input
$0.50/ 1M
$0.01/ 1M
MomentumLast 2 mo
Unique users
0
828K
Completed sessions
3
120,184,503
Token share
0%
15.4%
Tokens
00%
165T+100%
No trend data
AUG 26OCT 20
RetentionWeek 1
Returning users
Pending
75.6%10K user-weeks

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