Dev.to
5/14/2026

Gemma 4 26B on v6e-4 Turbo-Stable Benchmark
Short summary
Google's Gemma 4 26B MoE model on TPU v6e-4 has reached production-ready status with 100% test stability across 144 concurrency points. Latency improvements are significant: 114x reduction at the 2K context boundary (now ~1.15s), with peak throughput of 467,825 tokens/sec. Cold-start times dropped from 24 minutes to under 10 seconds via persistent JAX caching.
- •Gemma 4 26B achieves 100% stability across all 144 concurrency tests (1-2048 users)
- •114x latency improvement; consistent ~1.15s at 2K context, 467K tokens/sec peak throughput
- •Cold-start reduced from 24 min to <10s using persistent JAX cache
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