Meituan: LongCat 2.0
This AI model, LongCat 2.0 from Meituan, supports processing text inputs up to 1,048,756 tokens in context and can handle tasks that require reasoning. It also allows for the use of tools and generates unstructured output. Considering its pricing and benchmark performance, LongCat 2.0 may be worth shortlisting for those who need a model with strong text analysis capabilities and don't mind paying $1.2 per million output tokens. The model's blended benchmark score of 54.9 across three independent tests is also notable, suggesting it has some strengths in specific areas. However, its price point may make it less appealing to those on a tighter budget or seeking more cost-effective options.
Benchmark results
Independent, published benchmarks. Blended score 54.9 across 3 benchmarks, last refreshed 2026-09-04. How scoring works →
| Benchmark | Measures | Score |
|---|---|---|
| AI Index | broad capability composite | 56.0 |
| AI Index Coding | software engineering tasks | 74.7 |
| AI Index Agentic | multi-step tool-using tasks | 36.2 |
- Model ID
- meituan/longcat-2.0
- Vendor
- meituan
- Released
- July 2026
- Tokenizer
- Other
- Input Modalities
- text
- Output Modalities
- text
- Max Output
- 262,144 tokens
- Tool Calling
- ✓ supported
- Structured Output
- not supported
- Reasoning Mode
- ✓ supported
- Vision
- text only
- Audio
- no
- Moderated
- no
What it costs in practice
Computed from the current $0.30/M input and $1.20/M output rates. Run your own numbers →
| Job | Tokens | Cost |
|---|---|---|
| Summarize a 50-page report | 30k in / 1.5k out | $0.01 |
| Classify 1,000 customer emails | 500k in / 50k out | $0.21 |
| A month of a busy support chatbot | 5M in / 2M out | $3.90 |
Quick answers
- How much does Meituan: LongCat 2.0 cost?
- $0.30 per million input tokens and $1.20 per million output tokens.
- What is Meituan: LongCat 2.0's context window?
- 1,048,756 tokens, roughly 1,573 pages of text in a single request.
- Does Meituan: LongCat 2.0 support tool calling?
- It supports tool calling, a reasoning mode.
- Can Meituan: LongCat 2.0 process images?
- No, it is text-only on the input side.