Qwen 3 Embedding 4B vs Qwen 3 Embedding 8B

$0.02 / 1M tokens
Wins 0 of 1 benchmarks
$0.01 / 1M tokens
Wins 1 of 1 benchmarks

Specs

SpecQwen 3 Embedding 4BQwen 3 Embedding 8B
Price!$0.02!$0.01
Context33K33K
WeightsOpenOpen
ReleasedJun 2025Jun 2025
Published speed—3.3 × vLLM H100 (Baseten)
Dimensions2,5604,096
Max input33K tokens33K tokens
Memory (4-bit)2.4 GB4.5 GB
LicenceApache-2.0Apache-2.0
Commercial useAllowedAllowed

What breaks when you switch

Qwen 3 Embedding 4B → Qwen 3 Embedding 8B
Re-embed your whole corpus›

Vectors from different models can't be mixed; dimensions change from 2,560 to 4,096.

Memory (4-bit): 2.4 GB → 4.5 GB
Qwen 3 Embedding 8B → Qwen 3 Embedding 4B
Re-embed your whole corpus›

Vectors from different models can't be mixed; dimensions change from 4,096 to 2,560.