DAComp
Data-agent benchmark spanning the full data intelligence lifecycle, with data-engineering architecture, implementation, evolution, and data-analysis tasks in English and Chinese.
72rows
track_scoreprimary metric
2026-05-28sampled
Metadata
Metrics
Track Score, CS Score, Success Rate
| Rank | Subject | Track Score | Model Match | Provenance | Sampled |
|---|---|---|---|---|---|
| 1 | GPT-5 (DE-Agent, DE Architecture, EN) | 63.93 DE Architecture | — | Imported | 2026-05-28 |
| 2 | DeepSeek-V3.1 (DE-Agent, DE Architecture, EN) | 52.66 DE Architecture | — | Imported | 2026-05-28 |
| 3 | Gemini-2.5-Pro (DE-Agent, DE Architecture, EN) | 51.96 DE Architecture | — | Imported | 2026-05-28 |
| 4 | Qwen3-Coder (DE-Agent, DE Architecture, EN) | 51.43 DE Architecture | — | Imported | 2026-05-28 |
| 5 | Qwen3-235B-A22B (DE-Agent, DE Architecture, EN) | 50.73 DE Architecture | — | Imported | 2026-05-28 |
| 6 | o3 (DE-Agent, DE Architecture, EN) | 48.32 DE Architecture | — | Imported | 2026-05-28 |
| 7 | Qwen3-8B (DE-Agent, DE Architecture, EN) | 45.12 DE Architecture | — | Imported | 2026-05-28 |
| 1 | GPT-5 (DE-Agent, DE Architecture, ZH) | 63.6 DE Architecture | — | Imported | 2026-05-28 |
| 2 | DeepSeek-V3.1 (DE-Agent, DE Architecture, ZH) | 53.08 DE Architecture | — | Imported | 2026-05-28 |
| 3 | Gemini-2.5-Pro (DE-Agent, DE Architecture, ZH) | 51.9 DE Architecture | — | Imported | 2026-05-28 |
| 4 | Qwen3-Coder (DE-Agent, DE Architecture, ZH) | 51.11 DE Architecture | — | Imported | 2026-05-28 |
| 5 | Qwen3-235B-A22B (DE-Agent, DE Architecture, ZH) | 50.61 DE Architecture | — | Imported | 2026-05-28 |
| 6 | o3 (DE-Agent, DE Architecture, ZH) | 48.02 DE Architecture | — | Imported | 2026-05-28 |
| 7 | Qwen3-8B (DE-Agent, DE Architecture, ZH) | 46.22 DE Architecture | — | Imported | 2026-05-28 |
| 1 | GPT-5 (DE-Agent, DE Implementation, EN) | 30.79 DE Implementation / 61.98 CS | — | Imported | 2026-05-28 |
| 2 | Gemini-2.5-Pro (DE-Agent, DE Implementation, EN) | 27.66 DE Implementation / 55.32 CS | — | Imported | 2026-05-28 |
| 3 | Qwen3-Coder (DE-Agent, DE Implementation, EN) | 23.64 DE Implementation / 54.21 CS | — | Imported | 2026-05-28 |
| 4 | DeepSeek-V3.1 (DE-Agent, DE Implementation, EN) | 22.33 DE Implementation / 50.04 CS | — | Imported | 2026-05-28 |
| 5 | o3 (DE-Agent, DE Implementation, EN) | 15.07 DE Implementation / 35.55 CS | — | Imported | 2026-05-28 |
| 6 | Qwen3-235B-A22B (DE-Agent, DE Implementation, EN) | 2.43 DE Implementation / 20.15 CS | — | Imported | 2026-05-28 |
| 7 | Qwen3-8B (DE-Agent, DE Implementation, EN) | 1.31 DE Implementation / 15.33 CS | — | Imported | 2026-05-28 |
| 1 | GPT-5 (DE-Agent, DE Implementation, ZH) | 30.49 DE Implementation / 61.85 CS | — | Imported | 2026-05-28 |
| 2 | Gemini-2.5-Pro (DE-Agent, DE Implementation, ZH) | 26.98 DE Implementation / 55.18 CS | — | Imported | 2026-05-28 |
| 3 | Qwen3-Coder (DE-Agent, DE Implementation, ZH) | 23.23 DE Implementation / 54.59 CS | — | Imported | 2026-05-28 |
| 4 | DeepSeek-V3.1 (DE-Agent, DE Implementation, ZH) | 22.62 DE Implementation / 50.22 CS | — | Imported | 2026-05-28 |
| 5 | o3 (DE-Agent, DE Implementation, ZH) | 15 DE Implementation / 35.1 CS | — | Imported | 2026-05-28 |
| 6 | Qwen3-235B-A22B (DE-Agent, DE Implementation, ZH) | 2.31 DE Implementation / 20.03 CS | — | Imported | 2026-05-28 |
| 7 | Qwen3-8B (DE-Agent, DE Implementation, ZH) | 1.21 DE Implementation / 15.78 CS | — | Imported | 2026-05-28 |
| 1 | GPT-5 (DE-Agent, DE Evolution, EN) | 38.75 DE Evolution / 20% SR | — | Imported | 2026-05-28 |
| 2 | Qwen3-Coder (DE-Agent, DE Evolution, EN) | 27.12 DE Evolution / 12% SR | — | Imported | 2026-05-28 |
| 3 | o3 (DE-Agent, DE Evolution, EN) | 24.42 DE Evolution / 6% SR | — | Imported | 2026-05-28 |
| 4 | DeepSeek-V3.1 (DE-Agent, DE Evolution, EN) | 24.11 DE Evolution / 10% SR | — | Imported | 2026-05-28 |
| 5 | Gemini-2.5-Pro (DE-Agent, DE Evolution, EN) | 23.97 DE Evolution / 8% SR | — | Imported | 2026-05-28 |
| 6 | Qwen3-8B (DE-Agent, DE Evolution, EN) | 15.89 DE Evolution / 2% SR | — | Imported | 2026-05-28 |
| 7 | Qwen3-235B-A22B (DE-Agent, DE Evolution, EN) | 12.43 DE Evolution / 2% SR | — | Imported | 2026-05-28 |
| 1 | GPT-5 (DE-Agent, DE Evolution, ZH) | 37.88 DE Evolution / 20% SR | — | Imported | 2026-05-28 |
| 2 | Qwen3-Coder (DE-Agent, DE Evolution, ZH) | 26.59 DE Evolution / 12% SR | — | Imported | 2026-05-28 |
| 3 | DeepSeek-V3.1 (DE-Agent, DE Evolution, ZH) | 24.69 DE Evolution / 8% SR | — | Imported | 2026-05-28 |
| 4 | Gemini-2.5-Pro (DE-Agent, DE Evolution, ZH) | 24.28 DE Evolution / 8% SR | — | Imported | 2026-05-28 |
| 5 | o3 (DE-Agent, DE Evolution, ZH) | 24.23 DE Evolution / 6% SR | — | Imported | 2026-05-28 |
| 6 | Qwen3-8B (DE-Agent, DE Evolution, ZH) | 15.19 DE Evolution / 0% SR | — | Imported | 2026-05-28 |
| 7 | Qwen3-235B-A22B (DE-Agent, DE Evolution, ZH) | 13.01 DE Evolution / 0% SR | — | Imported | 2026-05-28 |
| 1 | GPT-5 (DA-Agent, Data Analysis, EN) | 50.84 Data Analysis | — | Imported | 2026-05-28 |
| 2 | GPT-5 (OpenHands, Data Analysis, EN) | 46.99 Data Analysis | — | Imported | 2026-05-28 |
| 3 | Kimi-K2 (DA-Agent, Data Analysis, EN) | 41.89 Data Analysis | — | Imported | 2026-05-28 |
| 4 | Gemini-2.5-Pro (DA-Agent, Data Analysis, EN) | 34.7 Data Analysis | — | Imported | 2026-05-28 |
| 5 | DeepSeek-V3.1 (DA-Agent, Data Analysis, EN) | 34.33 Data Analysis | — | Imported | 2026-05-28 |
| 6 | DeepSeek-V3.1 (OpenHands, Data Analysis, EN) | 33.87 Data Analysis | — | Imported | 2026-05-28 |
| 7 | Gemini-2.5-Pro (OpenHands, Data Analysis, EN) | 33.38 Data Analysis | — | Imported | 2026-05-28 |
| 8 | o3 (DA-Agent, Data Analysis, EN) | 28.2 Data Analysis | — | Imported | 2026-05-28 |
| 9 | o3 (OpenHands, Data Analysis, EN) | 26.57 Data Analysis | — | Imported | 2026-05-28 |
| 10 | Qwen3-Coder (DA-Agent, Data Analysis, EN) | 25.13 Data Analysis | — | Imported | 2026-05-28 |
| 11 | Qwen3-Coder (OpenHands, Data Analysis, EN) | 24.28 Data Analysis | — | Imported | 2026-05-28 |
| 12 | Doubao-Seed-1.6 (DA-Agent, Data Analysis, EN) | 20.74 Data Analysis | — | Imported | 2026-05-28 |
| 13 | Qwen3-235B-A22B (DA-Agent, Data Analysis, EN) | 13.25 Data Analysis | — | Imported | 2026-05-28 |
| 14 | Qwen3-235B-A22B (OpenHands, Data Analysis, EN) | 12.43 Data Analysis | — | Imported | 2026-05-28 |
| 15 | Qwen3-8B (DA-Agent, Data Analysis, EN) | 4.47 Data Analysis | — | Imported | 2026-05-28 |
| 1 | GPT-5 (DA-Agent, Data Analysis, ZH) | 49.49 Data Analysis | — | Imported | 2026-05-28 |
| 2 | GPT-5 (OpenHands, Data Analysis, ZH) | 43.69 Data Analysis | — | Imported | 2026-05-28 |
| 3 | Gemini-2.5-Pro (DA-Agent, Data Analysis, ZH) | 33.75 Data Analysis | — | Imported | 2026-05-28 |
| 4 | Gemini-2.5-Pro (OpenHands, Data Analysis, ZH) | 31.22 Data Analysis | — | Imported | 2026-05-28 |
| 5 | Kimi-K2 (DA-Agent, Data Analysis, ZH) | 31.22 Data Analysis | — | Imported | 2026-05-28 |
| 6 | o3 (DA-Agent, Data Analysis, ZH) | 28.7 Data Analysis | — | Imported | 2026-05-28 |
| 7 | o3 (OpenHands, Data Analysis, ZH) | 27.87 Data Analysis | — | Imported | 2026-05-28 |
| 8 | DeepSeek-V3.1 (DA-Agent, Data Analysis, ZH) | 27.75 Data Analysis | — | Imported | 2026-05-28 |
| 9 | DeepSeek-V3.1 (OpenHands, Data Analysis, ZH) | 24.16 Data Analysis | — | Imported | 2026-05-28 |
| 10 | Qwen3-Coder (DA-Agent, Data Analysis, ZH) | 22.64 Data Analysis | — | Imported | 2026-05-28 |
| 11 | Qwen3-Coder (OpenHands, Data Analysis, ZH) | 21.84 Data Analysis | — | Imported | 2026-05-28 |
| 12 | Doubao-Seed-1.6 (DA-Agent, Data Analysis, ZH) | 17.83 Data Analysis | — | Imported | 2026-05-28 |
| 13 | Qwen3-235B-A22B (DA-Agent, Data Analysis, ZH) | 12.74 Data Analysis | — | Imported | 2026-05-28 |
| 14 | Qwen3-235B-A22B (OpenHands, Data Analysis, ZH) | 11.5 Data Analysis | — | Imported | 2026-05-28 |
| 15 | Qwen3-8B (DA-Agent, Data Analysis, ZH) | 6.33 Data Analysis | — | Imported | 2026-05-28 |
No matching rows.