Llama 3.1 405B Instruct vs Hy3

This comparison does not currently contain a protocol-matched coding benchmark for both Llama 3.1 405B Instruct and Hy3, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.

Only Hy3 has a directly sourced input price: $0.0825 per million tokens. Only Hy3 has a directly sourced output price: $0.33 per million tokens.

Hy3 has the larger sourced context window. Llama 3.1 405B Instruct supports 131,072 tokens and Hy3 supports 262,144 tokens.

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 sourced self-hosting status: supported. Llama 3.1 405B Instruct is open weight; Hy3 is open weight.

Llama 3.1 405B Instruct is not documented with image input; Hy3 is not documented with image input. This reflects supported input modalities, not vision quality.

Neither model has a sourced maximum output in this comparison, so a larger limit cannot be determined.

Llama 3.1 405B Instruct: tool calling. Hy3: tool calling. Feature support does not establish relative quality.

Llama 3.1 405B Instruct has 1 sourced provider route; Hy3 has 3, so Hy3 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.