See key specs and per-benchmark scores for each model/mode. Scroll horizontally for all columns. 当前对比 2 个模型的评测数据与核心参数。
Qwen3.7-Max-Preview
阿里巴巴
Each axis is a category average, normalized to a 100-point radar.
Relative edge: 数学推理 +19.0 / Relative gap: none clear
Relative edge: none clear / Relative gap: 数学推理 -19.0
Method: for each model and benchmark, the chart first averages all scores in the current mode scope instead of taking the best score, then averages those benchmark scores within each category. Only benchmarks with at least two selected models scored are included; missing values are not counted as zero.
Best overall
Qwen3.7-Max-Preview · 78.46
Best single
DeepSeek-V4-Pro · LiveCodeBench 93.50
Modality coverage
Qwen3.7-Max-Preview · 1 modalities
Head to head
9
Benchmarks
7
Wins
2
Losses
+1.88
Average diff
Compare benchmark results across thinking modes and tool usage.
Data sourced primarily from official releases (GitHub, Hugging Face, papers), then benchmark leaderboards, then third-party evaluators. Learn about our data methodology
Complete scores for each model/mode across selected benchmarks.
9 benchmarks with comparable scores. Each model shows its best score; mode label is displayed below.
| Benchmark | Qwen3.7-Max-Preview | DeepSeek-V4-Pro |
|---|---|---|
GPQA Diamond 综合评估 | 92.40Thinking Level · High | 90.10Thinking Level · High |
HLE 综合评估 | 53.50Thinking Enabled ｜ Tools | 48.20Thinking Level · Extra High ｜ Tools |
MMLU Pro 综合评估 | 89.60Thinking Level · High | 87.50Thinking Level · High |
LiveCodeBench 编程与软件工程 | 91.60Thinking Level · High | 93.50Thinking Level · High |
SWE-bench Multilingual 编程与软件工程 | 78.30Thinking Enabled ｜ Tools | 76.20Thinking Level · Extra High ｜ Tools |
SWE-Bench Pro - Public 编程与软件工程 | 60.60Thinking Enabled ｜ Tools | 55.40Thinking Level · Extra High ｜ Tools |
SWE-bench Verified 编程与软件工程 | 80.40Thinking Enabled ｜ Tools | 80.60Thinking Level · Extra High ｜ Tools |
Terminal Bench 2.0 AI Agent - 工具使用 | 69.70Thinking Enabled ｜ Tools | 67.90Thinking Level · Extra High ｜ Tools |
IMO-AnswerBench 数学推理 | 90.00Thinking Level · High | 89.80Thinking Level · High |
Side-by-side input/output token pricing
Licensing, MoE architecture, and multi-modality support.
| Features & specs | Qwen3.7-Max-Preview阿里巴巴 | DeepSeek-V4-ProDeepSeek-AI |
|---|---|---|
Core specsRelease | 2026-05-20 | 2026-04-24 |
Context length | 1M | 1M |
Parameters | 10000 | 16000 |
Active parameters | Not provided | 490 |
Max output | 65536 | 384000 |
MoE | Yes | Yes |
LicenseCode Open Source | Not provided | Closed Source |
Weights Open Source | Not provided | Closed Source |
Commercial use | 不开源 | 免费商用授权 |
Modality supportText Input/Output | / | / |
ResourcesPaper / report | Qwen3.7: The Agent Frontier | DeepSeek-V4 Technical Report |
DeepSeek-V4-Pro
DeepSeek-AI
