Gemma 4 31B IT vs all-mpnet-base-v2
Both have similar output pricing, while Gemma 4 31B IT offers a larger context window. Choose Gemma 4 31B IT or all-mpnet-base-v2 based on the trade-off between cost, context, and the benchmarks that matter for your use case.
| Spec | Gemma 4 31B IT | all-mpnet-base-v2 |
|---|---|---|
| Provider | QVAC | Sentence Transformers |
| Input / 1M tokens | $0.00 | $0.01 |
| Output / 1M tokens | $0.00 | $0.00 |
| Context window | 262K | 512 |
| Parameters | — | — |
| Open weights | Yes | — |
| Released | Apr 2026 | — |
| LiveBench score | 62.4 | — |
| GPQA Diamond score | 75.8 | — |
| Epoch Capabilities Index score | 143 | — |
FAQ
Is Gemma 4 31B IT or all-mpnet-base-v2 cheaper?
Gemma 4 31B IT and all-mpnet-base-v2 have comparable output pricing.
Which has the larger context window, Gemma 4 31B IT or all-mpnet-base-v2?
Gemma 4 31B IT 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.