DeepSeek-V3.2 vs Hy3

Specs, VRAM requirements and download trends — updated 23 October 2026.

deepseek-ai · A · Open weights
Params
685.4 B
Context
163,840
30d
5.5 M
mit · commercial OK
tencent · B · Open weights
Params
298.8 B
Context
262,144
30d
798 K
apache-2.0 · commercial OK

Specification comparison

Differences are highlighted; identical values are muted.

Specification DeepSeek-V3.2 Hy3
Deployment Open weights · also via API Open weights · also via API
Parameters 685.4 B 298.8 B
Architecture DeepseekV32ForCausalLM HYV3ForCausalLM
Context length 163,840 262,144
Licence mit apache-2.0
Commercial use Allowed Allowed
Languages — —
Downloads 30d 5,461,313 797,888
Downloads all time 30.3 M 842 K
Quantizations on the Hub SAFETENSORS SAFETENSORS
Gated No No
First seen on the Hub 2025-12-01 2026-07-02
API input price / 1M tokens $0.28 $0.13
API output price / 1M tokens $0.42 $0.53
Est. cost per 1M input + 1M output tokens $0.70 $0.66
Cached input / 1M tokens $0.028 $0.033
AA Intelligence Index 21.5 —
AA Coding Index 44.2 —
AA Agentic Index — —
Max output tokens 65,536 128,000
API providers 12 5
Tool calling Yes Yes
Reasoning mode Yes Yes

API cost

Estimated cost of 1M input + 1M output tokens via OpenRouter

DeepSeek-V3.2 $0.70
Hy3 $0.66

Hy3 is 1.1× cheaper at list price.

Download trend

Daily snapshots, last 88 days (28 Jul – 23 Oct)

5.5 M188 K
DeepSeek-V3.2 Hy3

VRAM side by side

On RTX 4090 · 24 GB · 8K context unless noted

Hy3 · fp16 @ 256K ctx 2,092.0 GB / 24 GB
❌ Won’t fit
DeepSeek-V3.2 · fp16 @ 160K ctx 2,815.1 GB / 24 GB
❌ Won’t fit

Adjacent comparisons