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Compare AI models: Ling 3.1 Flash vs Kimi K2.7 Code

  1. Ling 3.1 FlashinclusionAIHollow points use fallbacks · hover for details
  2. Kimi K2.7 CodeMoonshotHollow 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 placeholder64/10063/1000/10050/100 — Tool calling supported; no comparable benchmark
Kimi K2.7 Code50/100 — Reasoning supported; no comparable benchmark50/100 — No data; neutral placeholder35/10063/10050/10050/100 — Tool calling supported; no comparable benchmark
Overview
Author
Context length
262K
262K
Reasoning
True
True
Input modalities
Text
Text, Image, Video
Output modalities
Text
Text
Providers
Pricing
Input
$0.30/ 1M
$0.95/ 1M
Output
$0.90/ 1M
$4.00/ 1M
Cached input
$0.06/ 1M
$0.19/ 1M
MomentumLast 2 mo
Unique users
41K
170K
Completed sessions
825,434
505,671
Token share
0.02%
0.12%
Tokens
252B+100%
1.3T-55%
AUG 23OCT 17
AUG 23OCT 17
RetentionWeek 1
Returning users
Pending
60.7%16K user-weeks

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