GLM-5.3 vs Fugu Ultra v2
GLM-5.3 is cheaper on output tokens, while GLM-5.3 offers a larger context window. Choose GLM-5.3 or Fugu Ultra v2 based on the trade-off between cost, context, and the benchmarks that matter for your use case.
| Spec | GLM-5.3 | Fugu Ultra v2 |
|---|---|---|
| Provider | Kilo Gateway | Kilo Gateway |
| Input / 1M tokens | $1.40 | $5.00 |
| Output / 1M tokens | $4.40 | $30.00 |
| Context window | 1M | 1M |
| Parameters | — | — |
| Open weights | Yes | No |
| Released | Aug 2026 | Sep 2026 |
FAQ
Pricing is indicative — confirm with the provider before production use. Highlighted values indicate the better figure for that row.