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Compare AI models: LongCat-2.5-Preview vs Nemotron 3.5 Super VL 120B A12B

  1. LongCat-2.5-PreviewMeituanHollow points use fallbacks · hover for details
  2. Nemotron 3.5 Super VL 120B A12BNVIDIAHollow points use fallbacks · hover for details
ReasoningCodingCost efficiencyContext windowMultimodalTool use
Normalized model capability scores
ModelReasoningCodingCost efficiencyContext windowMultimodalTool use
LongCat-2.5-Preview50/100 — Reasoning supported; no comparable benchmark50/100 — No data; neutral placeholder58/10082/10033/10050/100 — Tool calling supported; no comparable benchmark
Nemotron 3.5 Super VL 120B A12B50/100 — Reasoning supported; no comparable benchmark50/100 — No data; neutral placeholder100/10093/10050/10050/100 — Tool calling supported; no comparable benchmark
Overview
Author
Context length
1M
1M
Reasoning
True
True
Input modalities
Text, Image
Text, Image, Video
Output modalities
Text
Text
Providers
Pricing
Input
$0.30/ 1M
$0.00/ 1M
Output
$1.20/ 1M
$0.00/ 1M
Cached input
$0.006/ 1M
Unknown
MomentumLast 2 mo
Unique users
271K
No usage
Completed sessions
15,258,850
No usage
Token share
0.83%
No usage
Tokens
8.8T+100%
No usage
AUG 27OCT 21
No trend data
RetentionWeek 1
Returning users
63.8%1.7K user-weeks
Pending

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