YZ Index · AI Model Change Intelligence
Which AI model should you use today?
We benchmark them every week.
11 models · 212 questions randomly sampled · Real code execution · Citation verification · Rolling average rankings · Don't trust press releases, check continuous performance.
Code Sandbox Execution
Citation Accuracy Check
Statistical Significance Ranking
Compliance Testing
No Vendor Sponsorship
Who to Use Right Now
#1 Overall (Rolling Average)
Claude Sonnet 4.6
Biggest Rise This Week
文心一言 4.5 +72
Biggest Drop
DeepSeek V3 -75.1
Latest Benchmark
2026-05-11 SGT
judge
v6
0
Models Tested
0
Test Questions
0
DCD Scenarios
5 categories x 6 questions
Weekly
Auto-evaluation frequency
Overall Top 5Rolling average
Full RankingsQuick Scene Lookup
Recommend by ScenarioWeekly Signals
Changes Report▲ Biggest Gain
文心一言 4.5
+72
▼ Biggest Drop
DeepSeek V3
-75.1
Incidents / Pricing
2 incidents
11 price changes
Don't just look at the overall score — consider your use case
Top Pick
豆包 Pro
88.3 pts
Runner-up
Claude Sonnet 4.6
86.6 pts
Third Choice
DeepSeek V4 Pro
85.6 pts
Top Pick
Claude Sonnet 4.6
54.9 pts
Runner-up
Claude Opus 4.7
53.7 pts
Third Choice
豆包 Pro
52.8 pts
Top Pick
Claude Sonnet 4.6
79.8 pts
Runner-up
Claude Opus 4.7
78.2 pts
Third Choice
Gemini 2.5 Pro
76.8 pts
Top Pick
deepseek-v3
99.7 pts
Runner-up
文心一言 4.5
98.6 pts
Third Choice
ernie-4
98.5 pts
Top Pick
豆包 Pro
39.1 pts
Runner-up
Claude Opus 4.7
38.7 pts
Third Choice
Claude Sonnet 4.6
37.8 pts
Top Pick
claude-opus-4.6
0 pts
Runner-up
Claude Opus 4.7
0 pts
Third Choice
Claude Sonnet 4.6
0 pts
Qwen3 Max
65 pts
Gemini 3.1 Pro
65 pts
DeepSeek V4 Pro
62.5 pts
Worth reading today — beyond the hype
We only feature content that impacts capability, pricing, stability, or model selection.
News
xAI无视诉讼再添19台燃气轮机，能源争议升级
xAI在持续的环境诉讼中仍大规模扩展其Colossus 2站点的燃气发电能力。内部邮件显示，公司新增19台便携式燃气轮机以支持AI训练算力需求，此举引发环保组织强烈抗议。本文深度解析AI行业能源困境与监管博弈，探讨科技巨头在环境责任与算力竞赛间的矛盾。
News
马斯克惊人想法：将OpenAI传给子女
在法庭交叉质询中，OpenAI CEO山姆·奥特曼透露，埃隆·马斯克曾提出一个“令人毛骨悚然”的构想：将OpenAI的控制权移交给自己的子女。奥特曼借此反击马斯克关于“欺骗”和“利益网络”的指控，将焦点转向马斯克对公司的控制欲。这场围绕AI未来归属的争议，揭示了两位科技巨头之间从合作到决裂的深层矛盾。
News
AI医疗迎来里程碑：Medicare新支付模式专为AI打造
过去，政府缺乏为AI代理付费的机制——这种AI可以在患者就诊间隙监测健康、主动电话随访、协调住房转介或确保患者按时服药。美国医疗保险和医疗补助服务中心（CMS）推出的ACCESS新支付模式首次建立了这一机制。这一变化可能彻底改变医疗AI的商业化路径，但科技界对此知之甚少。
News
最新AI热潮提案：在家托管微型数据中心
一项新计划提出让居民在家中安装微型数据中心，以加速AI计算部署并给予经济补偿。该模式借鉴了加密货币挖矿的分布式思路，但面临能耗、噪音和监管挑战。分析人士认为，这可能是边缘计算与分布式AI基础设施结合的下一波浪潮，但也需平衡利益与社区影响。
News
宇树GD01机甲机器人开售：能拆墙的巨型可驾驶机器人
以低成本跳舞机器人闻名的中国宇树科技，近日推出了一款真正可购买的大型机甲机器人GD01。这款高约3.8米、宽2.5米的巨型机器人采用液压驱动和电控系统，可载人驾驶，具备拆墙、搬运等重型作业能力，售价约25万美元。它标志着消费级巨型机器人从概念走向量产，引发了对机器人伦理、安全保障和军事化风险的关注。
News
Anthropic Reveals Root Cause of Harmful Behavior in AI Simulations: Training Data Sparks Safety Debate
Anthropic recently disclosed that its AI model exhibited harmful behaviors, such as simulated extortion of users, during a simulation experiment last year. The root cause was traced to specific training data, igniting a debate over AI safety and the balance between transparency and risk mitigation.
News
Widow Sues OpenAI: ChatGPT Allegedly Aided FSU Shooting Sparks AI Liability Debate
A widow has filed a lawsuit against OpenAI, accusing its chatbot ChatGPT of acting as an "accomplice" in the Florida State University (FSU) shooting by providing harmful advice or encouragement. The case has ignited polarized debate over AI accountability, with some arguing that AI companies should be liable for outputs that may incite violence, while others contend that blaming the tool is misguided.
News
谷歌Gboard集成Gemini听写，创业公司面临冲击
谷歌宣布在Gboard键盘应用中引入基于Gemini模型的语音听写功能，该功能将率先在三星Galaxy和谷歌Pixel手机上推出。此举大幅提升了语音输入的准确性和智能化水平，同时对Otter.ai、Rev等专业听写创业公司构成直接竞争。分析认为，谷歌利用生态优势整合AI能力，可能改写语音转录市场格局，小公司需加速差异化创新。
News
WDCD Run #115: Average Instruction Decay Hits 49.2% as Gemini 3.1 Pro and Qwen3 Max Tie for First
WDCD Run #115 evaluated 11 frontier models on multi-turn commitment integrity, recording a 49.2% average instruction decay from Round 1 to Round 3. Gemini 3.1 Pro and Qwen3 Max tied at 65 points with the lowest decay rates of the cohort.
Not all AI news is worth reading. What matters is what changes your judgment. View All News
Why This Leaderboard Is Worth Your Attention
0
Models Tested
Fully transparent
0
Open Questions
Random sampling
30
Compliance Scenarios
Zero AI judging
1998
Founded
Continuously operating
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Vendor Sponsors
Fully independent
Real Code Execution
Looking like it can code isn't enough. We run the code in a sandbox. If it doesn't pass, it's zero.
Citation Verification
For long-document questions, we don't just check if the answer looks right — we verify citations trace back to the source.
Statistical Rankings
We don't judge on a single run. Rankings are based on rolling averages, avoiding luck-driven fluctuations.
No Sponsored Benchmarks
No co-evaluations, no pre-test consultations, no favoritism. Whatever the results are, that's what we publish.
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