Alibaba Cloud (Qwen)Qwen3.7-MaxVSGoogleGemini 2.5 Flash
Our Take
We recommend Qwen3.7-Max if you need peak intelligence for complex complex codebases, multi-file repositories, and architectural planning, or the 4.4x cheaper Gemini 2.5 Flash if your workflow is limited to multi-file code and clearly defined tasks. While Qwen3.7-Max holds a major reasoning advantage, Gemini 2.5 Flash is optimized for high-volume budget pipelines. Choose Qwen3.7-Max for architectural codebase planning, or Gemini 2.5 Flash to maximize your budget for basic scripts.
▶WHY?
Benchmark Calculations & Evidence:
Coding Evaluation: Qwen3.7-Max was evaluated on SWE-bench Pro (scoring 60.6%), while Gemini 2.5 Flash was evaluated on SWE-bench Verified (scoring 60.4%).
Reasoning Accuracy: Both models were evaluated on the GPQA Diamond benchmark. Qwen3.7-Max scored 92.4%, while Gemini 2.5 Flash scored 68.3%.
Cost Efficiency: Gemini 2.5 Flash pricing ($0.3/M input, $2.5/M output) is 4.4x cheaper than Qwen3.7-Max ($2.5/M input, $7.5/M output).
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Benchmarks & Scores
Coding (swe-bench-pro)
60.6%complex codebases, multi-file repositories, and architectural planning
Reasoning (gpqa-diamond)Winner (+24.1%)
92.4%graduate-level science QA
Cost & Context
Cost (per 1M tokens)
$3.75Input: $2.50 | Output: $7.50Context Window
1.05M tokensBenchmarks & Scores
Coding (swe-bench-verified)
60.4%multi-file code and clearly defined tasks
Reasoning (gpqa-diamond)
68.3%graduate-level science QA
Cost & Context
Cost (per 1M tokens)4.4x cheaper
$0.85Input: $0.30 | Output: $2.50Context Window
1.05M tokensFrequently Asked Questions about Qwen3.7-Max vs Gemini 2.5 Flash
Gemini 2.5 Flash is cheaper than Qwen3.7-Max. Gemini 2.5 Flash has a blended cost of $0.85/1M tokens, which is about 4.4x cheaper than Qwen3.7-Max at $3.75/1M tokens.
For coding tasks, Qwen3.7-Max scores 60.6% on swe-bench-pro (complex codebases, multi-file repositories, and architectural planning), while Gemini 2.5 Flash scores 60.4% on swe-bench-verified (multi-file code and clearly defined tasks).
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