Qwen3 Embedding 8B vs Qwen3.5 397B A17B

This comparison does not currently contain a protocol-matched coding benchmark for both Qwen3 Embedding 8B and Qwen3.5 397B A17B, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.

Qwen3 Embedding 8B is $0.010 and Qwen3.5 397B A17B is $0.45 per million tokens, so Qwen3 Embedding 8B is cheaper on this metric. Only Qwen3.5 397B A17B has a directly sourced output price: $3.00 per million tokens.

Qwen3.5 397B A17B has the larger sourced context window. Qwen3 Embedding 8B supports 33K and Qwen3.5 397B A17B supports 262K.

There is no overall benchmark winner: At least two independently verified, protocol-matched benchmarks are required for an overall winner.

Both models have the same recorded self-hosting status: supported. Qwen3 Embedding 8B is open weight; Qwen3.5 397B A17B is open weight.

Qwen3 Embedding 8B is not documented with image input; Qwen3.5 397B A17B is documented with image input. This reflects supported input modalities, not vision quality.

Neither has a larger sourced maximum output. Qwen3 Embedding 8B is — and Qwen3.5 397B A17B is —.

Qwen3 Embedding 8B: none of these features are definitively sourced. Qwen3.5 397B A17B: reasoning, tool calling, and image input. Feature support does not establish relative quality.

Qwen3 Embedding 8B has 2 sourced provider routes; Qwen3.5 397B A17B has 4, so Qwen3.5 397B A17B has broader tracked availability.

There is no universal value winner. Compare the input and output prices above with the matched benchmark result for your workload: cheaper tokens can be offset by different quality, token usage, latency, or provider availability.