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。

DeepSeek-V4-Pro
DeepSeek-AI

Qwen3.8-Max
阿里巴巴
Each axis is a category average, normalized to a 100-point radar.
Relative edge: AI Agent - 工具使用 +2.5 / Relative gap: 数学推理 -36.7
Relative edge: 数学推理 +36.7 / Relative gap: AI Agent - 工具使用 -2.5
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
Qwen3.8-Max · 60.32
Best single
Qwen3.8-Max · GPQA Diamond 92.60
Modality coverage
Qwen3.8-Max · 3 modalities
Head to head
11
Benchmarks
5
Wins
6
Losses
-7.13
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.
11 benchmarks with comparable scores. Each model shows its best score; mode label is displayed below.
| Benchmark | DeepSeek-V4-Pro | Qwen3.8-Max |
|---|---|---|
HLE 综合评估 | 48.20Thinking Level · Extra High | Tools | 56.20Thinking Level · Extra High | Tools |
GPQA Diamond 科学与综合推理 | 90.10Thinking Level · High | 92.60Thinking Level · Extra High |
DeepSWE 编程与软件工程 | 62.70Thinking Level · Extra High | Tools | 56.60Thinking Level · Extra High | Tools |
NL2Repo-Bench 编程与软件工程 | 61.50Thinking Level · Extra High | Tools | 55.90Thinking Level · Extra High | Tools |
SWE-Bench Pro - Public 编程与软件工程 | 55.40Thinking Level · Extra High | Tools | 67.70Thinking Level · Extra High | Tools |
AutomationBench AI Agent - 工具使用 | 31.80Thinking Level · Extra High | Tools | 27.30Thinking Level · Extra High | Tools |
Terminal-Bench 2.1 AI Agent - 工具使用 | 87.90Thinking Level · Extra High | Tools | 86.60Thinking Level · Extra High | Tools |
Toolathlon-Verified AI Agent - 工具使用 | 74.10Thinking Level · Extra High | Tools | 72.50Thinking Level · Extra High | Tools |
2.44Thinking Level · High | 46.34Thinking Level · Extra High | |
FrontierMath v2 数学推理 | 45.26Thinking Level · High | 74.74Thinking Level · Extra High |
Agents' Last Exam Agent能力评测 | 25.70Thinking Level · Extra High | Tools | 27.00Thinking Level · Extra High | Tools |
Side-by-side input/output token pricing
Licensing, MoE architecture, and multi-modality support.
| Features & specs | DeepSeek-V4-ProDeepSeek-AI | Qwen3.8-Max阿里巴巴 |
|---|---|---|
Core specsRelease | 2026-08-13 | 2026-08-03 |
Context length | 1M | 1M |
Parameters | 16000 | 24000 |
Active parameters | 490 | 950 |
Max output | 384000 | 131072 |
MoE | Yes | Yes |
LicenseCode Open Source | Closed Source | Not provided |
Weights Open Source | Closed Source | Not provided |
Commercial use | 免费商用授权 | 有条件免费商用授权 |
Modality supportText Input/Output | / | / |
Image Input/Output | Not provided | / |
Video Input/Output | Not provided | / |
ResourcesPaper / report | DeepSeek-V4: Towards Highly Efficient Million-Token Context Intelligence | 阿里Qwen3.8-Max模型发布:2.4万亿参数,瞄准复杂长程任务 |