Ling 3.0 Flash VL vs GPT-5.4
Ling 3.0 Flash VL is cheaper on output tokens, while GPT-5.4 offers a larger context window. Choose Ling 3.0 Flash VL or GPT-5.4 based on the trade-off between cost, context, and the benchmarks that matter for your use case.
| Spec | Ling 3.0 Flash VL | GPT-5.4 |
|---|---|---|
| Provider | DevPass (LLM Gateway) | DevPass (LLM Gateway) |
| Input / 1M tokens | $0.06 | $2.50 |
| Output / 1M tokens | $0.18 | $15.00 |
| Context window | 131K | 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.