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Compare AI models: LongCat-2.5-Preview vs nemotron-3-ultra

  1. LongCat-2.5-PreviewMeituanHollow points use fallbacks · hover for details
  2. nemotron-3-ultraNVIDIAHollow 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 placeholder58/10081/10033/10050/100 — Tool calling supported; no comparable benchmark
nemotron-3-ultra50/100 — No data; neutral placeholder50/100 — No data; neutral placeholder50/100 — No data; neutral placeholder50/100 — No data; neutral placeholder50/100 — No data; neutral placeholder50/100 — No data; neutral placeholder
Overview
Author
Context length
1M
Unknown
Reasoning
True
Unknown
Input modalities
Text, Image
Unknown
Output modalities
Text
Unknown
Providers
Pricing
Input
$0.30/ 1M
Unknown
Output
$1.20/ 1M
Unknown
Cached input
$0.006/ 1M
Unknown
MomentumLast 2 mo
Unique users
159K
438K
Completed sessions
8,095,394
10,668,626
Token share
0.61%
2.85%
Tokens
6T+100%
28T+1,810%
AUG 18OCT 12
AUG 18OCT 12
RetentionWeek 1
Returning users
64.5%757 user-weeks
Pending

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