Helix 02 vs Granite 4.2 8B

This comparison does not currently contain a protocol-matched coding benchmark for both Helix 02 and Granite 4.2 8B, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.

Only Granite 4.2 8B has a directly sourced input price: $0.060 per million tokens. Only Granite 4.2 8B has a directly sourced output price: $0.25 per million tokens.

Neither model has a larger sourced context window in this comparison. Helix 02 is — and Granite 4.2 8B is 131K.

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

Granite 4.2 8B is the only model in this pair currently marked as self-hostable. Helix 02 is not marked open weight; Granite 4.2 8B is open weight.

Helix 02 is documented with image input; Granite 4.2 8B is not documented with image input. This reflects supported input modalities, not vision quality.

Neither has a larger sourced maximum output. Helix 02 is — and Granite 4.2 8B is —.

Helix 02: image input. Granite 4.2 8B: reasoning and tool calling. Feature support does not establish relative quality.

Helix 02 has 0 sourced provider routes; Granite 4.2 8B has 2, so Granite 4.2 8B 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.