CompareAI models
- GPT-5 NanoOpenAI
- LongCat-2.0Meituan
ReasoningCodingCost efficiencyContext windowMultimodalTool use
| Model | Reasoning | Coding | Cost efficiency | Context window | Multimodal | Tool use |
|---|---|---|---|---|---|---|
| GPT-5 Nano | 100/100 | No data | 81/100 | 73/100 | 33/100 | No data |
| LongCat-2.0 | 28/100 | 70/100 | 42/100 | 83/100 | 0/100 | 31/100 |
Overview
Author
Context length
400K
1M
Reasoning
True
True
Input modalities
Text, Image
Text
Output modalities
Text
Text
Providers
Pricing
Input
$0.05/ 1M
$0.75/ 1M
Output
$0.40/ 1M
$3.00/ 1M
Cached input
$0.005/ 1M
$0.01/ 1M
MomentumLast 2 mo
Unique users
5.6K
4.2K
Completed sessions
19,181
1,116
Token share
0%
0.04%
Tokens
1.9B-98%
141B+100%
JUL 1AUG 25
JUL 1AUG 25
Related comparisons. Other model pairs to check.
Nearby alternativeGPT-5 Nano vs Gemma-SEA-LION-v4-27B-ITGPT-5 Nano·Gemma-SEA-LION-v4-27B-ITNearby alternativeLongCat-2.0 vs Gemma-SEA-LION-v4-27B-ITLongCat-2.0·Gemma-SEA-LION-v4-27B-ITRelated comparisonGPT-5 Nano vs Qwen3.8 27BGPT-5 Nano·Qwen3.8 27BRelated comparisonLongCat-2.0 vs Qwen3.8 27BLongCat-2.0·Qwen3.8 27B