Granite Guardian 4.1 8B vs Llama 3.1 405B Instruct

This comparison does not currently contain a protocol-matched coding benchmark for both Granite Guardian 4.1 8B and Llama 3.1 405B Instruct, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.

Neither model has a directly sourced input price in this comparison. Neither model has a directly sourced output price in this comparison.

Neither model has a larger sourced context window in this comparison. Granite Guardian 4.1 8B is 131K and Llama 3.1 405B Instruct is 131K.

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. Granite Guardian 4.1 8B is open weight; Llama 3.1 405B Instruct is open weight.

Granite Guardian 4.1 8B is not documented with image input; Llama 3.1 405B Instruct is not documented with image input. This reflects supported input modalities, not vision quality.

Neither has a larger sourced maximum output. Granite Guardian 4.1 8B is — and Llama 3.1 405B Instruct is —.

Granite Guardian 4.1 8B: tool calling. Llama 3.1 405B Instruct: tool calling. Feature support does not establish relative quality.

Granite Guardian 4.1 8B has 0 sourced provider routes; Llama 3.1 405B Instruct has 1, so Llama 3.1 405B Instruct 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.