GoogleGemini 3.1 Flash-LiteVSGoogleGemma 4 26B A4B
Our Take
We recommend Gemma 4 26B A4B for zero-cost private inference on your own hardware, or Gemini 3.1 Flash-Lite if you need instant cloud scaling without managing compute. Choose Gemma 4 26B A4B for offline data control and scripting single-file apps or clearly defined functions, or Gemini 3.1 Flash-Lite for scripting single-file apps or clearly defined functions.
▶WHY?
Benchmark Calculations & Evidence:
Reasoning Accuracy: Gemma 4 26B A4B scores 82.3% on reasoning, while Gemini 3.1 Flash-Lite scores 82.2%.
Coding Performance: Both models were evaluated on the LiveCodeBench benchmark. Gemini 3.1 Flash-Lite scored 72%, while Gemma 4 26B A4B scored 77.1% (+-5.1% gap).
Context Window: Gemini 3.1 Flash-Lite supports 1M, while Gemma 4 26B A4B supports 262k.
Hosting Model: Gemma 4 26B A4B runs locally for $0 API costs, while Gemini 3.1 Flash-Lite is a cloud API.
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Benchmarks & Scores
Coding (live-code-bench)
72%scripting single-file apps or clearly defined functions
Reasoning (gpqa-diamond)
82.2%graduate-level science QA
Cost & Context
Cost (per 1M tokens)
$0.56Input: $0.25 | Output: $1.50Context WindowLarger
1.05M tokensBenchmarks & Scores
Coding (live-code-bench)Winner (+5.1%)
77.1%scripting single-file apps or clearly defined functions
Reasoning (gpqa-diamond)Winner (+0.1%)
82.3%graduate-level science QA
Cost & Context
Cost (per 1M tokens)
Self HostLocal execution (zero API fees)Context Window
262.14k tokensFrequently Asked Questions about Gemini 3.1 Flash-Lite vs Gemma 4 26B A4B
Gemma 4 26B A4B is better for coding tasks on this benchmark. It scores 77.1% on live-code-bench (scripting single-file apps or clearly defined functions) compared to Gemini 3.1 Flash-Lite which scores 72%.
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