Model Comparison
Claude Opus 4.5 vs LongCat-Flash-Lite
Claude Opus 4.5 significantly outperforms across most benchmarks. LongCat-Flash-Lite is 57.1x cheaper per token.
Performance Benchmarks
Comparative analysis across standard metrics
Claude Opus 4.5 outperforms in 4 benchmarks (GPQA, SWE-Bench Verified, Tau2 Retail, Tau2 Telecom), while LongCat-Flash-Lite is better at 0 benchmarks.
Claude Opus 4.5 significantly outperforms across most benchmarks.
Arena Performance
Human preference votes
Pricing Analysis
Price comparison per million tokens
For input processing, Claude Opus 4.5 ($5.00/1M tokens) is 50.0x more expensive than LongCat-Flash-Lite ($0.10/1M tokens).
For output processing, Claude Opus 4.5 ($25.00/1M tokens) is 62.5x more expensive than LongCat-Flash-Lite ($0.40/1M tokens).
In conclusion, Claude Opus 4.5 is more expensive than LongCat-Flash-Lite.*
* Using a 3:1 ratio of input to output tokens
Context Window
Maximum input and output token capacity
LongCat-Flash-Lite accepts 256,000 input tokens compared to Claude Opus 4.5's 200,000 tokens. LongCat-Flash-Lite can generate longer responses up to 128,000 tokens, while Claude Opus 4.5 is limited to 64,000 tokens.
Input Capabilities
Supported data types and modalities
Claude Opus 4.5 supports multimodal inputs, whereas LongCat-Flash-Lite does not.
Claude Opus 4.5 can handle both text and other forms of data like images, making it suitable for multimodal applications.
Claude Opus 4.5
LongCat-Flash-Lite
License
Usage and distribution terms
Claude Opus 4.5 is licensed under a proprietary license, while LongCat-Flash-Lite uses MIT.
License differences may affect how you can use these models in commercial or open-source projects.
Proprietary
Closed source
MIT
Open weights
Release Timeline
When each model was launched
Claude Opus 4.5 was released on 2025-11-24, while LongCat-Flash-Lite was released on 2026-02-05.
LongCat-Flash-Lite is 2 months newer than Claude Opus 4.5.
Nov 24, 2025
4 months ago
Feb 5, 2026
2 months ago
2mo newerKnowledge Cutoff
When training data ends
Claude Opus 4.5 has a documented knowledge cutoff of 2025-03-31, while LongCat-Flash-Lite's cutoff date is not specified.
We can confirm Claude Opus 4.5's training data extends to 2025-03-31, but cannot make a direct comparison without LongCat-Flash-Lite's cutoff date.
Mar 2025
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Provider Availability
Claude Opus 4.5 is available from Anthropic. LongCat-Flash-Lite is available from Meituan.
Claude Opus 4.5
LongCat-Flash-Lite
Outputs Comparison
Key Takeaways
Claude Opus 4.5
View detailsAnthropic
Detailed Comparison
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FAQ
Common questions about Claude Opus 4.5 vs LongCat-Flash-Lite