GoogleGemma 4 26B A4BVSOpenAIGPT-5.4
Our Take
We recommend GPT-5.4 if you need peak intelligence and a much larger context window for full-repo analysis, or the free Gemma 4 26B A4B if you want zero API costs and total offline privacy. While GPT-5.4 offers superior reasoning capability, Gemma 4 26B A4B runs entirely on your own local hardware. Choose GPT-5.4 for repository-scale analysis, or Gemma 4 26B A4B for zero-cost offline privacy and scripting single-file apps or clearly defined functions.
▶WHY?
Benchmark Calculations & Evidence:
Reasoning Accuracy: Both models were evaluated on the GPQA Diamond benchmark. GPT-5.4 scored 92.8%, while Gemma 4 26B A4B scored 82.3% (+10.5% gap).
Coding Performance: Evaluated on different benchmarks. Gemma 4 26B A4B scored 77.1% on LiveCodeBench (scripting single-file apps or clearly defined functions), while GPT-5.4 scored 57.7% on SWE-bench Pro (complex codebases, multi-file repositories, and architectural planning).
Context Window: GPT-5.4 supports a 1M context window, while Gemma 4 26B A4B supports 262k.
Hosting Model: Gemma 4 26B A4B runs locally for $0 API costs, while GPT-5.4 is a cloud API.
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Benchmarks & Scores
Coding (live-code-bench)
77.1%scripting single-file apps or clearly defined functions
Reasoning (gpqa-diamond)
82.3%graduate-level science QA
Cost & Context
Cost (per 1M tokens)
Self HostLocal execution (zero API fees)Context Window
262.14k tokensBenchmarks & Scores
Coding (swe-bench-pro)
57.7%complex codebases, multi-file repositories, and architectural planning
Reasoning (gpqa-diamond)Winner (+10.5%)
92.8%graduate-level science QA
Cost & Context
Cost (per 1M tokens)
$5.63Input: $2.50 | Output: $15.00Context WindowLarger
1.05M tokensFrequently Asked Questions about Gemma 4 26B A4B vs GPT-5.4
For coding tasks, Gemma 4 26B A4B scores 77.1% on live-code-bench (scripting single-file apps or clearly defined functions), while GPT-5.4 scores 57.7% on swe-bench-pro (complex codebases, multi-file repositories, and architectural planning).
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