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
Each axis is a category average, normalized to a 100-point radar.
Relative edge: none clear / Relative gap: 综合评估 -27.9
Relative edge: 综合评估 +27.9 / Relative gap: none clear
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
GLM-5.3 · 63.73
Best single
GLM-5.3 · Terminal-Bench 2.1 88.20
Modality coverage
DeepSeek-V4-Pro · 1 modalities
Head to head
8
Benchmarks
2
Wins
6
Losses
-4.33
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.
8 benchmarks with comparable scores. Each model shows its best score; mode label is displayed below.
| Benchmark | DeepSeek-V4-Pro | GLM-5.3 |
|---|---|---|
HLE 综合评估 | 48.20Thinking Level · Extra High | Tools | 62.50Thinking Level · High | Tools |
DeepSWE 编程与软件工程 | 62.70Thinking Level · Extra High | Tools | 66.90Thinking Level · High | Tools |
NL2Repo-Bench 编程与软件工程 | 61.50Thinking Level · Extra High | Tools | 58.00Thinking Level · High | Tools |
Automation Bench AI Agent - 工具使用 | 31.80Thinking Level · Extra High | Tools | 48.20Thinking Level · High | Tools |
CyberGym AI Agent - 工具使用 | 83.30Thinking Level · Extra High | Tools | 84.50Thinking Level · High | Tools |
Terminal-Bench 2.1 AI Agent - 工具使用 | 87.90Thinking Level · Extra High | Tools | 88.20Thinking Level · High | Tools |
Toolathlon-Verified AI Agent - 工具使用 | 74.10Thinking Level · Extra High | Tools | 73.00Thinking Level · High | Tools |
Agents' Last Exam Agent能力评测 | 25.70Thinking Level · Extra High | Tools | 28.50Thinking Level · High | Tools |
Side-by-side input/output token pricing
Licensing, MoE architecture, and multi-modality support.
| Features & specs | DeepSeek-V4-ProDeepSeek-AI | GLM-5.3智谱AI |
|---|---|---|
Core specsRelease | 2026-08-13 | 2026-08-14 |
Context length | 1M | 1M |
Parameters | 16000 | 7533.3 |
Active parameters | 490 | Not provided |
Max output | 384000 | 128000 |
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 | Not provided |
Modality supportText Input/Output | / | / |
ResourcesPaper / report | DeepSeek-V4: Towards Highly Efficient Million-Token Context Intelligence | GLM-5.3: Frontier Coding with Emergent Cyber Capabilities |

GLM-5.3
智谱AI