Kaggle WWTP Engineering: leaderboard
Wastewater treatment plant engineering covering treatment processes, process design, regulatory compliance, and operational problem-solving.
Metric: Score (%). Source: www.kaggle.com. Saturation forecast: Not forecast. 54 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Claude Sonnet 4.5 | 84.62 | #148 |
| 2 | Claude Sonnet 4 | 84.62 | #207 |
| 3 | DeepSeek V3.2 | 78.57 | #210 |
| 4 | GPT-5.4 | 76.92 | #83 |
| 5 | Claude Haiku 4.5 | 76.92 | #287 |
| 6 | Claude Opus 4.7 | 76.92 | #51 |
| 7 | GPT-5.6 Sol | 76.92 | #22 |
| 8 | GPT-5.4 Mini | 76.92 | #228 |
| 9 | Qwen 3 235B A22B 2507 Instruct | 76.92 | #315 |
| 10 | Gemini 3.1 Flash Lite (Preview) | 76.92 | #201 |
| 11 | Gemini 2.0 Flash Lite | 76.92 | #455 |
| 12 | Gemini 3.1 Pro (Preview) | 71.43 | #64 |
| 13 | Claude Opus 4.5 | 71.43 | #87 |
| 14 | Gemini 4 Argon | 71.43 | #9 |
| 15 | Claude Sonnet 5.5 | 71.43 | #14 |
No result here: #10 Claude Fable 5.1.
Interactive version: theaggregate.ai/benchmark?slug=kaggle-wwtp-engineering · How It Works · Data refreshed daily, snapshot 2026-11-05.