inclusionAI: Ling 3.1 Flash vs Fugu Ultra v2
inclusionAI: Ling 3.1 Flash is cheaper on output tokens, while Fugu Ultra v2 offers a larger context window. Choose inclusionAI: Ling 3.1 Flash or Fugu Ultra v2 based on the trade-off between cost, context, and the benchmarks that matter for your use case.
| Spec | inclusionAI: Ling 3.1 Flash | Fugu Ultra v2 |
|---|---|---|
| Provider | Kilo Gateway | Kilo Gateway |
| Input / 1M tokens | $0.30 | $5.00 |
| Output / 1M tokens | $0.90 | $30.00 |
| Context window | 262K | 1M |
| Parameters | — | — |
| Open weights | No | No |
| Released | Oct 2026 | Sep 2026 |
FAQ
Pricing is indicative — confirm with the provider before production use. Highlighted values indicate the better figure for that row.