Alibaba Cloud (Qwen)Qwen3.7-MaxVSAnthropicClaude Haiku 4.5
Our Take
We recommend Qwen3.7-Max for complex complex codebases, multi-file repositories, and architectural planning, or the 1.9x cheaper Claude Haiku 4.5 if your budget requires optimizing costs for very high-volume pipelines. While Qwen3.7-Max offers a clear reasoning advantage, it carries a moderate price premium. Choose Qwen3.7-Max for architectural codebase planning, or Claude Haiku 4.5 to save on API costs for simple scripts.
▶WHY?
Benchmark Calculations & Evidence:
Coding Evaluation: Qwen3.7-Max was evaluated on SWE-bench Pro (scoring 60.6%), while Claude Haiku 4.5 was evaluated on SWE-bench Verified (scoring 73.3%).
Reasoning Accuracy: Both models were evaluated on the GPQA Diamond benchmark. Qwen3.7-Max scored 92.4%, while Claude Haiku 4.5 scored 73%.
Cost Efficiency: Claude Haiku 4.5 pricing ($1/M input, $5/M output) is 1.9x 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 (+19.4%)
92.4%graduate-level science QA
Cost & Context
Cost (per 1M tokens)
$3.75Input: $2.50 | Output: $7.50Context WindowLarger
1.05M tokensBenchmarks & Scores
Coding (swe-bench-verified)
73.3%multi-file code and clearly defined tasks
Reasoning (gpqa-diamond)
73%graduate-level science QA
Cost & Context
Cost (per 1M tokens)1.9x cheaper
$2.00Input: $1.00 | Output: $5.00Context Window
200k tokensFrequently Asked Questions about Qwen3.7-Max vs Claude Haiku 4.5
Claude Haiku 4.5 is cheaper than Qwen3.7-Max. Claude Haiku 4.5 has a blended cost of $2.00/1M tokens, which is about 1.9x 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 Claude Haiku 4.5 scores 73.3% on swe-bench-verified (multi-file code and clearly defined tasks).
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