LongCat 2.5 Preview Free vs GPT-5.4 Pro
LongCat 2.5 Preview Free is cheaper on output tokens, while GPT-5.4 Pro offers a larger context window. Choose LongCat 2.5 Preview Free or GPT-5.4 Pro based on the trade-off between cost, context, and the benchmarks that matter for your use case.
| Spec | LongCat 2.5 Preview Free | GPT-5.4 Pro |
|---|---|---|
| Provider | OpenCode | OpenCode |
| Input / 1M tokens | $0.00 | $30.00 |
| Output / 1M tokens | $0.00 | $180.00 |
| Context window | 1M | 1.1M |
| Parameters | — | — |
| Open weights | No | No |
| Released | Sep 2026 | Mar 2026 |
FAQ
Pricing is indicative — confirm with the provider before production use. Highlighted values indicate the better figure for that row.