AI BriefingGemma4 Takes First Place in Editing
Key point
Gemma4 and Qwen 3.5/3.6 were compared on RTX 5090 using the same document-writing task.
Details
In a local RTX 5090 environment, Gemma4, Qwen3.6-35B, Qwen3.5-27B, and Qwen3.6-27B were run on the same architecture-writing task for comparison.
The input consisted of v1 (about 16k tokens) and v2 (about 4.6k tokens), totaling about 20.6k tokens, and the goal was to combine the two designs into a Masterplan.md.
The evaluation proceeded in three stages.
- initial draft
- second-pass revision
- final polish
Each stage was directed and reviewed by GPT-5.4 agent Manny, making this a test that included iterative revisions rather than a simple one-shot prompt comparison.
The evaluation criteria were Clarity, Completeness, Discipline, and Usefulness.
According to the published scores:
- Clarity: Gemma4 9.4, Qwen3.6-27B 8.8, Qwen3.6-35B 8.1, Qwen3.5-27B 7.4
- Completeness: Qwen3.6-35B 9.6, Qwen3.5-27B 9.1, Qwen3.6-27B 8.7
In conclusion, Gemma4 was strong at editing and structural organization, while Qwen3.6-35B showed strength in terms of completeness.
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