GoogleGemini 2.5 ProVSGoogleGemma 4 31B
Our Take
We recommend Gemma 4 31B for zero-cost private inference on your own hardware, or Gemini 2.5 Pro if you need instant cloud scaling without managing compute. Choose Gemma 4 31B for offline data control and scripting single-file apps or clearly defined functions, or Gemini 2.5 Pro for multi-file code and clearly defined tasks.
▶WHY?
Benchmark Calculations & Evidence:
Reasoning Accuracy: Gemma 4 31B scores 84.3% on reasoning, while Gemini 2.5 Pro scores 84.4%.
Coding Performance: Evaluated on different benchmarks. Gemma 4 31B scored 80% on LiveCodeBench (scripting single-file apps or clearly defined functions), while Gemini 2.5 Pro scored 59.6% on SWE-bench Verified (multi-file code and clearly defined tasks).
Context Window: Gemini 2.5 Pro supports 1M, while Gemma 4 31B supports 262k.
Hosting Model: Gemma 4 31B runs locally for $0 API costs, while Gemini 2.5 Pro is a cloud API.
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Benchmarks & Scores
Coding (swe-bench-verified)
59.6%multi-file code and clearly defined tasks
Reasoning (gpqa-diamond)Winner (+0.1%)
84.4%graduate-level science QA
Cost & Context
Cost (per 1M tokens)
$3.44Input: $1.25 | Output: $10.00Context WindowLarger
1.05M tokensBenchmarks & Scores
Coding (live-code-bench)
80%scripting single-file apps or clearly defined functions
Reasoning (gpqa-diamond)
84.3%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 2.5 Pro vs Gemma 4 31B
For coding tasks, Gemini 2.5 Pro scores 59.6% on swe-bench-verified (multi-file code and clearly defined tasks), while Gemma 4 31B scores 80% on live-code-bench (scripting single-file apps or clearly defined functions).
Related Matchups
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