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Compare AI models: Ling 3.1 Flash vs MiniMax-M2.5

  1. Ling 3.1 FlashinclusionAIHollow points use fallbacks · hover for details
  2. MiniMax-M2.5MiniMaxHollow 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 placeholder100/10061/1000/10050/100 — Tool calling supported; no comparable benchmark
MiniMax-M2.550/100 — Reasoning supported; no comparable benchmark53/10060/10047/1000/10050/100 — Tool calling supported; no comparable benchmark
Overview
Author
Context length
262K
205K
Reasoning
True
True
Input modalities
Text
Text
Output modalities
Text
Text
Providers
Pricing
Input
$0.00/ 1M
$0.30/ 1M
Output
$0.00/ 1M
$1.20/ 1M
Cached input
Unknown
$0.03/ 1M
MomentumLast 2 mo
Unique users
224
37K
Completed sessions
3,538
42,377
Token share
0%
0%
Tokens
1.4B+100%
25B-32%
AUG 8OCT 2
AUG 8OCT 2
RetentionWeek 1
Returning users
Pending
59.5%343 user-weeks

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