| Signal | LongCat Flash Chat | Delta | o3 |
|---|---|---|---|
Capabilities | 43 | -43 | |
Context window size | 81 | -3 | |
Output Capacity | 85 | +2 | |
Pricing Tier | 1 | -7 | |
Recency | 100 | +26 | |
Versatility | 33 | -33 | |
| Overall Result | 2 wins | of 6 | 4 wins |
0
days ranked higher
0
days
30
days ranked higher
Meituan
OpenAI
LongCat Flash Chat saves you $540.00/month
That's $6480.00/year compared to o3 at your current usage level of 100K calls/month.
| Metric | LongCat Flash Chat | o3 | Winner |
|---|---|---|---|
| Overall Score | 50 | 62 | o3 |
| Rank | #115 | #44 | o3 |
| Quality Rank | #115 | #44 | o3 |
| Adoption Rank | #115 | #44 | o3 |
| Parameters | -- | -- | -- |
| Context Window | 131K | 200K | o3 |
| Pricing | $0.20/$0.80/M | $2.00/$8.00/M | -- |
| Signal Scores | |||
| Capabilities | 43 | 86 | o3 |
| Context window size | 81 | 84 | o3 |
| Output Capacity | 85 | 83 | LongCat Flash Chat |
| Pricing Tier | 1 | 8 | o3 |
| Recency | 100 | 74 | LongCat Flash Chat |
| Versatility | 33 | 67 | o3 |
o3 clearly outperforms LongCat Flash Chat with a significant 12.200000000000003-point lead. For most general use cases, o3 is the stronger choice. However, LongCat Flash Chat may still excel in niche scenarios.
Best for Quality
LongCat Flash Chat
Marginally better benchmark scores; both are excellent
Best for Cost
LongCat Flash Chat
90% lower pricing; better value at scale
Best for Reliability
LongCat Flash Chat
Higher uptime and faster response speeds
Best for Prototyping
LongCat Flash Chat
Stronger community support and better developer experience
Best for Production
LongCat Flash Chat
Wider enterprise adoption and proven at scale
by Meituan
o3 currently scores higher (62 vs 50), but the best choice depends on your specific use case, budget, and requirements.
LongCat Flash Chat is ranked #115 and o3 is ranked #44. Rankings are based on a composite score from multiple signals including benchmarks, community sentiment, and adoption metrics.
Compare the detailed pricing breakdown above to see which model offers better value for your usage pattern.