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CompareAI models

  1. DeepSeek V4 Flash Vision ExpDeepSeek
  2. Ling 3.0 Flash FinInclusionaiHollow points use fallbacks · hover for details
ReasoningCodingCost efficiencyContext windowMultimodalTool use
Normalized model capability scores
ModelReasoningCodingCost efficiencyContext windowMultimodalTool use
DeepSeek V4 Flash Vision Exp27/10079/10063/10080/10033/1000/100
Ling 3.0 Flash Fin50/100 — Reasoning supported; no comparable benchmark50/100 — No data; neutral placeholder87/10061/1000/10050/100 — Tool calling supported; no comparable benchmark
Overview
Author
Context length
1M
262K
Reasoning
True
True
Input modalities
Text, Image
Text
Output modalities
Text
Text
Providers
Pricing
Input
$0.27/ 1M
$0.06/ 1M
Output
$1.08/ 1M
$0.18/ 1M
Cached input
$0.0054/ 1M
$0.01/ 1M
MomentumLast 2 mo
Unique users
311K
121K
Completed sessions
836,106
3,301,677
Token share
0.96%
0.29%
Tokens
8.1T+100%
2.4T+100%
AUG 4SEP 28
AUG 4SEP 28
RetentionWeek 1
Returning users
63.6%21K user-weeks
Pending

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