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Compare AI models: Claude Sonnet 5.5 vs LongCat-2.5-Preview

  1. Claude Sonnet 5.5Anthropic
  2. LongCat-2.5-PreviewMeituanHollow points use fallbacks · hover for details
ReasoningCodingCost efficiencyContext windowMultimodalTool use
Normalized model capability scores
ModelReasoningCodingCost efficiencyContext windowMultimodalTool use
Claude Sonnet 5.590/1000/10021/10080/10050/100100/100
LongCat-2.5-Preview50/100 — Reasoning supported; no comparable benchmark50/100 — No data; neutral placeholder60/10080/10033/10050/100 — Tool calling supported; no comparable benchmark
Overview
Author
Context length
1M
1M
Reasoning
True
True
Input modalities
Text, Image, Pdf
Text, Image
Output modalities
Text
Text
Providers
Pricing
Input
$2.00/ 1M
$0.30/ 1M
Output
$10/ 1M
$1.20/ 1M
Cached input
$0.20/ 1M
$0.006/ 1M
MomentumLast 2 mo
Unique users
No usage
96K
Completed sessions
No usage
4,404,351
Token share
No usage
0.46%
Tokens
No usage
4.4T+100%
No trend data
AUG 13OCT 7
RetentionWeek 1
Returning users
Pending
Pending

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