SmolVLA 450M vs phi-4

This comparison does not currently contain a protocol-matched coding benchmark for both SmolVLA 450M and phi-4, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.

Only phi-4 has a directly sourced input price: $0.070 per million tokens. Only phi-4 has a directly sourced output price: $0.14 per million tokens.

Neither model has a larger sourced context window in this comparison. SmolVLA 450M is — and phi-4 is 16K.

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. SmolVLA 450M is open weight; phi-4 is open weight.

SmolVLA 450M is documented with image input; phi-4 is not documented with image input. This reflects supported input modalities, not vision quality.

Neither has a larger sourced maximum output. SmolVLA 450M is — and phi-4 is —.

SmolVLA 450M: image input. phi-4: none of these features are definitively sourced. Feature support does not establish relative quality.

SmolVLA 450M has 0 sourced provider routes; phi-4 has 3, so phi-4 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.