DeepSeek-V4-Flash-0731 vs Ling-3.0-flash
Specs, VRAM requirements and download trends — updated 24 October 2026.
deepseek-ai · A · Open weights
Params
304.2 B
Context
1,048,576
30d
4.3 M
mit · commercial OK
inclusionAI · B · Open weights
Params
127.5 B
Context
262,144
30d
10 K
mit · commercial OK
Specification comparison
Differences are highlighted; identical values are muted.
| Specification | DeepSeek-V4-Flash-0731 | Ling-3.0-flash |
|---|---|---|
| Deployment | Open weights · also via API | Open weights · also via API |
| Parameters | 304.2 B | 127.5 B |
| Architecture | DeepseekV4ForCausalLM | BailingMoeV3ForCausalLM |
| Context length | 1,048,576 | 262,144 |
| Licence | mit | mit |
| Commercial use | Allowed | Allowed |
| Languages | — | — |
| Downloads 30d | 4,348,313 | 9,544 |
| Downloads all time | 11.9 M | 44 K |
| Quantizations on the Hub | SAFETENSORS | SAFETENSORS |
| Gated | No | No |
| First seen on the Hub | 2026-07-31 | 2026-08-02 |
| API input price / 1M tokens | $0.044 | $0.021 |
| API output price / 1M tokens | $0.13 | $0.063 |
| Est. cost per 1M input + 1M output tokens | $0.18 | $0.084 |
| Cached input / 1M tokens | $0.0014 | $0.0042 |
| AA Intelligence Index | 34.3 | 20.1 |
| AA Coding Index | 69.1 | 50.6 |
| AA Agentic Index | 41 | 19.3 |
| Max output tokens | 131,072 | 32,768 |
| API providers | 22 | 2 |
| Tool calling | Yes | Yes |
| Reasoning mode | Yes | Yes |
API cost
Estimated cost of 1M input + 1M output tokens via OpenRouter
DeepSeek-V4-Flash-0731
$0.18
Ling-3.0-flash
$0.084
Ling-3.0-flash is 2.1× cheaper at list price.
Download trend
Daily snapshots, last 82 days (4 Aug – 24 Oct)
4.7 M10 K
DeepSeek-V4-Flash-0731
Ling-3.0-flash
VRAM side by side
On RTX 4090 · 24 GB · 8K context unless noted
Ling-3.0-flash · fp16 @ 256K ctx
892.9 GB / 24 GB
DeepSeek-V4-Flash-0731 · fp16 @ 1024K ctx
6,024.3 GB / 24 GB