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Compare AI models: Qwen3.8 Max vs Ling 3.1 Flash

  1. Qwen3.8 MaxAlibaba
  2. Ling 3.1 FlashinclusionAIHollow points use fallbacks · hover for details
ReasoningCodingCost efficiencyContext windowMultimodalTool use
Normalized model capability scores
ModelReasoningCodingCost efficiencyContext windowMultimodalTool use
Qwen3.8 Max87/100100/10030/10080/10067/10091/100
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
Overview
Author
Context length
1M
262K
Reasoning
True
True
Input modalities
Text, Image, Video, Pdf
Text
Output modalities
Text
Text
Providers
Pricing
Input
$2.00/ 1M
$0.00/ 1M
Output
$6.00/ 1M
$0.00/ 1M
Cached input
$0.25/ 1M
Unknown
MomentumLast 2 mo
Unique users
156K
7.2K
Completed sessions
409,795
141,862
Token share
0.04%
0.01%
Tokens
341B+415%
59B+100%
AUG 11OCT 5
AUG 11OCT 5
RetentionWeek 1
Returning users
44.2%8.5K user-weeks
Pending

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