Qwen3.5 122B-A10B vs Gemma 4 31B it
Qwen3.5 122B-A10B scores higher on the intelligence index — 16 against 15. Gemma 4 31B it is the smaller download at 20 GB, so it runs on cheaper hardware.
| Qwen3.5 122B-A10B | Gemma 4 31B it | |
|---|---|---|
| Intelligence index | 16 | 15 |
| Class | Haiku-class | Haiku-class |
| Weights | 78 GB | 20 GB |
| Quantisation | UD-Q4_K_M | Q4_K_M |
| Parameters | 125.1B (10B active) | 31.3B |
| Max context | 256k | 256k |
| API price per 1M | $0.26 in / $2.08 out | $0.09 in / $0.34 out |
| Licence | Apache 2.0 | Apache 2.0 |
| Cheapest machine that runs it | Strix Halo Framework Desktop, 128GB $3,449 | Strix Halo Framework Desktop, 64GB $1,959 |
| Summarising | not rated | not rated |
| Translation | not rated | not rated |
| Everyday coding | not rated | not rated |
| Reasoning & maths | not rated | not rated |
| Agentic work | not rated | not rated |
Ratings are coarse on purpose. Speeds and pay-back depend on the machine — open either model's page for the full list, or see both against the frontier. Context is 32k throughout.