Gemma-4-31B-IT-NVFP4 vs Qwen2.5-Coder-32B-Instruct
Specs, VRAM requirements and download trends — updated 10 September 2026.
Qwen · B · Open weights
Params
32.8 B
Context
32,768
30d
588 K
apache-2.0 · commercial OK
Specification comparison
Differences are highlighted; identical values are muted.
| Specification | Gemma-4-31B-IT-NVFP4 | Qwen2.5-Coder-32B-Instruct |
|---|---|---|
| Deployment | Open weights | Open weights · also via API |
| Parameters | 20.9 B | 32.8 B |
| Architecture | Gemma4ForConditionalGeneration | Qwen2ForCausalLM |
| Context length | — | 32,768 |
| Licence | other | apache-2.0 |
| Commercial use | Unknown | Allowed |
| Languages | — | 1 |
| Downloads 30d | 921,928 | 588,474 |
| Downloads all time | 13.5 M | 13.7 M |
| Quantizations on the Hub | SAFETENSORS | SAFETENSORS |
| Gated | No | No |
| First seen on the Hub | 2026-04-02 | 2024-11-06 |
| API input price / 1M tokens | not on OpenRouter | $0.66 |
| API output price / 1M tokens | not on OpenRouter | $1.00 |
| Est. cost per 1M input + 1M output tokens | not on OpenRouter | $1.66 |
| Cached input / 1M tokens | not on OpenRouter | — |
| AA Intelligence Index | not on OpenRouter | 6.7 |
| AA Coding Index | not on OpenRouter | — |
| AA Agentic Index | not on OpenRouter | — |
| Max output tokens | not on OpenRouter | 29,491 |
| API providers | not on OpenRouter | 1 |
| Tool calling | not on OpenRouter | No |
| Reasoning mode | not on OpenRouter | No |
API cost
Estimated cost of 1M input + 1M output tokens via OpenRouter
Qwen2.5-Coder-32B-Instruct
$1.66
Download trend
Daily snapshots, last 88 days (28 Jul – 23 Oct)
2.8 M588 K
Gemma-4-31B-IT-NVFP4
Qwen2.5-Coder-32B-Instruct
VRAM side by side
On RTX 4090 · 24 GB · 8K context unless noted
Gemma-4-31B-IT-NVFP4 · fp16
39.5 GB / 24 GB
Qwen2.5-Coder-32B-Instruct · fp16
77.5 GB / 24 GB