The results are in, and the choice depends entirely on your context:
🔹 Gemma 4 wins if:
You need native audio/vision on-device.
You are building for mobile/IoT (The E2B model is unbeatable).
You want Apache 2.0 (Zero commercial restrictions).
🔹 Llama 4 wins if:
You need the 10M+ token context window (Llama Scout).
You are running massive server-side clusters.
Google has officially won the "Edge AI" war. Running a model this smart on a phone, offline, with native audio, was a dream 12 months ago. Now it’s a repo.
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