If you haven't yet given Gemma 4 a go...do it today

Reddit r/LocalLLaMA / 4/12/2026

💬 OpinionSignals & Early TrendsTools & Practical Usage

Key Points

  • The author, running local LLMs via Ollama, says Google’s Gemma 4 is meaningfully faster (especially compared with larger Qwen variants) while delivering higher reliability for code-capable and general problem-solving tasks.
  • They report that Gemma 4’s accuracy and confidence feel similar to early “Gemini Pro” behavior that produced runnable code, improving usability for self-hosted use cases.
  • The post claims that following Google’s recommended settings yields better results even at the cost of slightly slower generation.
  • Based on their informal testing (law interpretation, Python, brainstorming, and other problem solving), the specific model release they tried performed best overall versus their prior benchmarks.
  • They plan to evaluate smaller “abliterated” versions next, including performance on pentesting and cybersecurity tasks relative to Qwen.
  • categories_example

I have a modest rig that allows me to run Qwen 3.5 27B or even 35B via Ollama. Qwen has been amazing to work with and I've been fine with the slow drip trade-off.

Then Google released Gemma4.

Its fast - like 4 or 9B fast. Accuracy and confidence wise, reminds me of that first release of Gemini Pro that could actually produce code that would run.

As a "local guy" this shift in useability and confidence for a small self hosted LLM reminded me of what Deepseek brought to the table years ago with the thinking capability.

Give it a go when you have a chance, and apply the settings that google recommends, it does make a difference (slightly slower but better)

I tried a few releases and this one worked the best for all the tests I threw at it with law interpretation, python, brainstorming & problem solving.

bjoernb/gemma4-26b-fast:latest (not affiliated with whoever made this)

in the next few days I'll start checking the abliterated versions to see how they stand with pentest & sysec tasks vs Qwen

submitted by /u/No-Anchovies
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