DeepSeek-V4-Flash-0731 vs Laguna-S-2.1-NVFP4
Specs, VRAM requirements and download trends — updated 10 October 2026.
deepseek-ai · A · Open weights
Params
304.2 B
Context
1,048,576
30d
2.7 M
mit · commercial OK
Specification comparison
Differences are highlighted; identical values are muted.
| Specification | DeepSeek-V4-Flash-0731 | Laguna-S-2.1-NVFP4 |
|---|---|---|
| Deployment | Open weights · also via API | Open weights |
| Parameters | 304.2 B | 117.6 B |
| Architecture | DeepseekV4ForCausalLM | LagunaForCausalLM |
| Context length | 1,048,576 | 1,048,576 |
| Licence | mit | openmdw-1.1 |
| Commercial use | Allowed | Unknown |
| Languages | — | — |
| Downloads 30d | 2,697,621 | 191,685 |
| Downloads all time | 13.2 M | 1.2 M |
| Quantizations on the Hub | SAFETENSORS | SAFETENSORS |
| Gated | No | No |
| First seen on the Hub | 2026-07-31 | 2026-07-02 |
| API input price / 1M tokens | $0.043 | not on OpenRouter |
| API output price / 1M tokens | $0.30 | not on OpenRouter |
| Est. cost per 1M input + 1M output tokens | $0.34 | not on OpenRouter |
| Cached input / 1M tokens | $0.035 | not on OpenRouter |
| AA Intelligence Index | — | not on OpenRouter |
| AA Coding Index | 69.1 | not on OpenRouter |
| AA Agentic Index | 41 | not on OpenRouter |
| Max output tokens | 943,718 | not on OpenRouter |
| API providers | 24 | not on OpenRouter |
| Tool calling | Yes | not on OpenRouter |
| Reasoning mode | Yes | not on OpenRouter |
API cost
Estimated cost of 1M input + 1M output tokens via OpenRouter
DeepSeek-V4-Flash-0731
$0.34
Download trend
Daily snapshots, last 90 days (13 Aug – 10 Nov)
4.7 M192 K
DeepSeek-V4-Flash-0731
Laguna-S-2.1-NVFP4
VRAM side by side
On RTX 4090 · 24 GB · 8K context unless noted
Laguna-S-2.1-NVFP4 · fp16 @ 1024K ctx
2,367.3 GB / 24 GB
DeepSeek-V4-Flash-0731 · fp16 @ 1024K ctx
6,024.3 GB / 24 GB