Qwen3-32B vs deepseek-v4-flash-0731-spark

Specs, VRAM requirements and download trends — updated 25 October 2026.

Qwen · A · Open weights
Params
32.8 B
Context
40,960
30d
2.9 M
apache-2.0 · commercial OK
0xSero · B · Open weights
Params
60.3 B
Context
1,048,576
30d
171 K
mit · commercial OK

Specification comparison

Differences are highlighted; identical values are muted.

Specification Qwen3-32B deepseek-v4-flash-0731-spark
Deployment Open weights · also via API Open weights
Parameters 32.8 B 60.3 B
Architecture Qwen3ForCausalLM DeepseekV4ForCausalLM
Context length 40,960 1,048,576
Licence apache-2.0 mit
Commercial use Allowed Allowed
Languages — —
Downloads 30d 2,880,776 171,151
Downloads all time 61.0 M 386 K
Quantizations on the Hub SAFETENSORS SAFETENSORS
Gated No No
First seen on the Hub 2025-04-27 2026-08-01
API input price / 1M tokens $0.08 not on OpenRouter
API output price / 1M tokens $0.28 not on OpenRouter
Est. cost per 1M input + 1M output tokens $0.36 not on OpenRouter
Cached input / 1M tokens — not on OpenRouter
AA Intelligence Index 7.3 not on OpenRouter
AA Coding Index — not on OpenRouter
AA Agentic Index — not on OpenRouter
Max output tokens 16,384 not on OpenRouter
API providers 3 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

Qwen3-32B $0.36

Download trend

90 days of snapshots recorded — chart in 0 days.

61.0 M
Qwen3-32B · all-time downloads
386 K
deepseek-v4-flash-0731-spark · all-time downloads

VRAM side by side

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

Qwen3-32B · fp16 77.5 GB / 24 GB
❌ Won’t fit
deepseek-v4-flash-0731-spark · fp16 @ 1024K ctx 1,276.0 GB / 24 GB
❌ Won’t fit

Adjacent comparisons