gemma-4-31B-it vs Ling-3.0-flash-VL
Specs, VRAM requirements and download trends — updated 24 October 2026.
Specification comparison
Differences are highlighted; identical values are muted.
| Specification | gemma-4-31B-it | Ling-3.0-flash-VL |
|---|---|---|
| Deployment | Open weights · also via API | Open weights · also via API |
| Parameters | 32.7 B | 124.8 B |
| Architecture | Gemma4ForConditionalGeneration | BailingMoeV3VLForConditionalGeneration |
| Context length | 262,144 | 131,072 |
| Licence | apache-2.0 | mit |
| Commercial use | Allowed | Allowed |
| Languages | — | — |
| Downloads 30d | 8,540,107 | 12,986 |
| Downloads all time | 69.2 M | 24 K |
| Quantizations on the Hub | SAFETENSORS | SAFETENSORS |
| Gated | No | No |
| First seen on the Hub | 2026-03-11 | 2026-09-04 |
| API input price / 1M tokens | $0.20 | $0.06 |
| API output price / 1M tokens | $0.40 | $0.18 |
| Est. cost per 1M input + 1M output tokens | $0.60 | $0.24 |
| Cached input / 1M tokens | — | $0.012 |
| AA Intelligence Index | 14.7 | 24.6 |
| AA Coding Index | 43.4 | 57 |
| AA Agentic Index | 4.2 | 28.7 |
| Max output tokens | 16,384 | 32,768 |
| API providers | 12 | 1 |
| Tool calling | Yes | Yes |
| Reasoning mode | Yes | Yes |
API cost
Estimated cost of 1M input + 1M output tokens via OpenRouter
gemma-4-31B-it
$0.60
Ling-3.0-flash-VL
$0.24
Ling-3.0-flash-VL is 2.5× cheaper at list price.
Download trend
Daily snapshots, last 89 days (28 Jul – 24 Oct)
12.4 M13 K
gemma-4-31B-it
Ling-3.0-flash-VL
VRAM side by side
On RTX 4090 · 24 GB · 8K context unless noted
gemma-4-31B-it · fp16
74.2 GB / 24 GB
Ling-3.0-flash-VL · fp16
293.9 GB / 24 GB