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Compare AI models: LongCat-2.0 vs Step 5 Preview

  1. LongCat-2.0Meituan
  2. Step 5 PreviewStepFunHollow points use fallbacks · hover for details
ReasoningCodingCost efficiencyContext windowMultimodalTool use
Normalized model capability scores
ModelReasoningCodingCost efficiencyContext windowMultimodalTool use
LongCat-2.024/10069/10037/10081/1000/10029/100
Step 5 Preview50/100 — Reasoning supported; no comparable benchmark50/100 — No data; neutral placeholder38/10081/10050/10050/100 — Tool calling supported; no comparable benchmark
Overview
Author
Context length
1M
1M
Reasoning
True
True
Input modalities
Text
Text, Image, Video
Output modalities
Text
Text
Providers
Pricing
Input
$0.75/ 1M
$1.00/ 1M
Output
$3.00/ 1M
$2.70/ 1M
Cached input
$0.01/ 1M
$0.10/ 1M
MomentumLast 2 mo
Unique users
54K
118K
Completed sessions
548,658
2,647,256
Token share
0.03%
0.6%
Tokens
354B+12%
7.2T+100%
SEP 3OCT 28
SEP 3OCT 28
RetentionWeek 1
Returning users
64.3%753 user-weeks
58.8%2.1K user-weeks

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