Research2d ago
Gemma 4 Success Depends on Ecosystem Adoption
Benchmark scores alone fail to predict the success of open models like Gemma 4. True adoption relies on developer experience and integration into existing toolchains. Google must prioritize accessibility over raw performance metrics. This shift forces researchers to value practical utility and community support over leaderboard rankings to ensure long-term model viability.