Gemma 4 12B Starry Ocean vs Qwen3.5-9B
Both have similar output pricing, while Qwen3.5-9B offers a larger context window. Choose Gemma 4 12B Starry Ocean or Qwen3.5-9B based on the trade-off between cost, context, and the benchmarks that matter for your use case.
| Spec | Gemma 4 12B Starry Ocean | Qwen3.5-9B |
|---|---|---|
| Provider | NanoGPT | Qwen |
| Input / 1M tokens | $0.05 | $0.17 |
| Output / 1M tokens | $0.25 | $0.25 |
| Context window | 131K | 262K |
| Parameters | — | — |
| Open weights | Yes | — |
| Released | Oct 2026 | — |
| GPQA Diamond score | — | 79.0 |
| Epoch Capabilities Index score | — | 139 |
FAQ
Is Gemma 4 12B Starry Ocean or Qwen3.5-9B cheaper?
Gemma 4 12B Starry Ocean and Qwen3.5-9B have comparable output pricing.
Which has the larger context window, Gemma 4 12B Starry Ocean or Qwen3.5-9B?
Qwen3.5-9B has the larger context window (262K tokens).
Pricing is indicative — confirm with the provider before production use. Highlighted values indicate the better figure for that row.