CoolFace
Datasetpublic

xbench/DeepSearch-2510

xbench-evals 🌐 Website | 📄 Paper | 🤗 Dataset Evergreen, contamination-free, real-world, domain-specific AI evaluation framework xbench is more than just a scoreboard — it's a new evaluation framework with two complementary tracks, designed to measure both the intelligence frontier and real-world utility of AI systems: AGI Tracking: Measures core model capabilities like reasoning, tool-use, and memory Profession Aligned: A new class of evals grounded in workflows… See the full description on the dataset page: https://huggingface.co/datasets/xbench/DeepSearch-2510.

sourceHugging Facemitupdated 11mo agoView on Hugging Face
4likes513downloads
Dataset Card

xbench-evals

🌐 Website | 📄 Paper | 🤗 Dataset

Evergreen, contamination-free, real-world, domain-specific AI evaluation framework

xbench is more than just a scoreboard — it's a new evaluation framework with two complementary tracks, designed to measure both the intelligence frontier and real-world utility of AI systems:

  • —AGI Tracking: Measures core model capabilities like reasoning, tool-use, and memory
  • —Profession Aligned: A new class of evals grounded in workflows, environments, and business KPIs, co-designed with domain experts

We open source the dataset and evaluation code for two of our AGI Tracking benchmarks: ScienceQA and DeepSearch.

xbench-DeepSearch-2510

DeepSearch is part of xbench's AGI Tracking series, focused on evaluating tool usage capabilities in search and information retrieval scenarios. For detailed evaluation procedures and further information, please refer to the website and Eval Card xbench-DeepSearch (Chinese version)

xbench-DeepSearch-2510 is the latest version of xbench-DeepSearch, featuring 100 new questions.

RankProductCompanyAccuracyCost/TaskTime Cost/TaskEvaluation Date
1ChatGPT-5-ProOpenAI75+~$0.0855-8 min2025.08
2SuperGrok ExpertxAI40+~$0.083-5 min2025.08
3FellouFellou35+~$25-8 min2025.08
3Minimax AgentMinimax35+~$1.18-15 min2025.08
3StepFun ResearchStepFun35+Free8-15 min2025.08
3FlowithFlowith35+~$0.18-15 min2025.08
3SkyworkKunlun35+~$0.553-5 min2025.08
3Manus AgentManus35+~$0.633-5 min2025.08
3Doubao Deep ResearchByteDance35+Free5-8 min2025.08
10Genspark Super AgentMainFunc30+~$0.153-5 min2025.08
10Coze SpaceByteDance30+Free2-3 min2025.08

Notes

Benchmark data is encrypted to prevent search engine crawling and contamination, please refer to the decrypt code in xbench_evals github repo to get the plain text data. Please don't upload the plain text online.

Submit your agent

If you are developing an AI agent and would like to evaluate it using the latest version of xbench, we welcome you to contact us. Please submit a public access link of your agent, and we will complete the evaluation within an agreed timeframe and share the results with you promptly.

Contact: [team@xbench.org]()