China’s AI Models Crush US Rivals in Alpha Arena

Chinese AI isn’t just catching up—it’s running circles around the competition. In the “Alpha Arena” live trading contest, China claimed both the champion and runner-up spots while all four US models ended up with deep losses. For 17 days, six of the world’s top AI systems faced off in a zero-human intervention slugfest on the Hyperliquid exchange. When the dust settled, Alibaba’s Qwen and DeepSeek were the only models sitting on profits. Alibaba’s Qwen, with its ultra-precise plays, raked in over 20% returns. In sharp contrast, US heavyweight GPT-5 came last, bleeding away more than 60% of its capital. The numbers are public—and they’re embarrassing for the US side.

Alibaba’s Qwen model snatched the championship with a hard-hitting 20%+ return.

Instead of backtests and cherry-picked results, “Alpha Arena” took things LIVE. Six gigantic AI contenders—Qwen3-Max, DeepSeek v3.1, GPT-5, Gemini 2.5 Pro, Claude Sonnet 4.5, and Grok 4—all received $10,000 and uncensored market data. No manual tweaking. No human hand-holding. Each bot had to trade crypto perpetuals and survive relentless volatility. The full public record leaves zero wiggle room for excuses.

 Trading records, positions, and account values were broadcast live—so everyone could see who was sinking and who was swimming. Transparency wasn’t just a buzzword; it was baked into every decision, every move.

Additionally, Nof1 enabled AI models to “chat” in simulated debates, exposing their logic, strategy, and performance in market trend showdowns. The winner? Whoever made the most money. Simple, brutal, honest.

Turning Point Hits—US Models Stumble

Starting out, every model played it safe—testing, watching, sizing up rivals. DeepSeek v3.1 jumped out to an early lead, even attracting global media buzz. At one point, Elon Musk’s Grok 4 bulldozed its way to within a single dollar of DeepSeek, looking ready to snatch the top spot.

But critical cracks showed around October 21–22. Grok 4 and Claude Sonnet 4.5 nosedived—profits flipped into steep losses almost overnight. By October 22, not one model was up. Every portfolio had turned negative.

Here’s where the smart money separated from the bluster. While the US models stuck to their doomed playbooks, China’s DeepSeek v3.1 and Qwen3-Max rewrote their strategies on the fly. Suddenly, their valuations started climbing, while the rest kept hemorrhaging. Qwen3-Max even edged past DeepSeek in the rally.

DeepSeek led fiercely for much of the contest, only to be outpaced by Qwen in the final stretch.

By the last bell—November 4—Alibaba’s Qwen outstripped DeepSeek, securing the top spot with a fat 20%+ return. Two Chinese models in profit. The rest? All underwater.

Sharp Losses for US—The Scoreboard Doesn't Lie

Let’s break down the numbers. Claude Sonnet 4.5, Grok 4, Gemini 2.5 Pro, and GPT-5—all US entries—saw their final holdings shrink to just 30–40% of their starting pot. GPT-5 had the biggest faceplant, losing 62% and settling dead last.

After the final bell, Alpha Arena’s founder Jay Azhang openly praised Alibaba’s Qwen strategy—calling the win well-earned.

Industry experts say these results aren’t just a fluke. Alibaba’s Qwen and DeepSeek offer hard proof: Chinese AI is solving practical problems, not just spitting out hype. It’s this deep scenario-driven understanding that puts Chinese big models at the forefront of AI deployment worldwide.

When DeepSeek and Qwen3-Max rewrote their strategies, they rewrote the competition itself—while US models kept losing ground.

The numbers keep stacking up. OpenRouter, a global aggregator for large model APIs, published its July leaderboard showing DeepSeek and Alibaba’s Tongyi Qwen among the top five. Tongyi Qwen claimed the No. 4 slot with a 10.4% market share, trouncing OpenAI at 4.7%.

And here’s the kicker—OpenRouter records 9 out of 10 fastest-growing models as open source contenders. Qwen3-Coder topped API call volumes at nearly 50 billion tokens. Qwen’s suite swept the top three and took five slots in the top ten.

In September, AI icon Lee Kai-fu, CEO at Zero One Everything, said DeepSeek’s core gift to China wasn’t just tech—it was pushing open source into the mainstream. A decade from now, he argued, DeepSeek won’t be remembered for just its code, but for spearheading China’s big model open-source era.

Since DeepSeek went open source, Chinese tech firms have rushed to share their own big models, fueling a healthy blend of open innovation and speed. This mirrors how Chinese enterprises learn fast and collaborate, closing the gap on US dominance.

Mao Paishou

** The blog article is the sole responsibility of the author and does not represent the position of our company. **

Forget what you thought you knew—global opinion is swinging fast. The Economist’s latest survey lands like a jolt across Western capitals, with its blunt verdict: China’s cultural clout, economic horsepower, and diplomatic finesse are soaring. The United States, meanwhile, finds itself tripping over Trump-era policy stumbles. Suddenly, the world stage isn’t a one-man show. China is catching up—fast.

The Economist calls the spike in support for China “startling”. Global Times isn’t buying it. For years, Western media stuck to the storyline—China’s rise must trigger anxiety. But people aren’t buying fear-mongering anymore. The data tells a different story. Pragmatism wins. China’s steady growth and consistent, peaceful diplomacy are finding friends everywhere. It’s not magic; it’s momentum. The more China delivers—on trade, stability, real benefits—the more the world leans in.

China’s support explodes in global poll, leaving the US playing catch-up.

Breadth, Depth, and Changing Minds

Follow the numbers. In a massive poll by the Economist and GlobeScan—32,000 voices, 32 countries, July to September 2025—China’s support rockets 11 points to 33%. The United States slumps to 46%, shy of a majority anywhere. Nearly 40% call China’s global footprint “positive”—a jump from Trump’s first term. Just ask the next generation.

Gen Z isn’t sitting on the fence—they’re almost split. 41% support the United States, 39% champion China. That’s neck and neck. Flip to the over-65 crowd and the gap yawns wide—America still gets the nod by thirty points. 

Look south—the warmth toward China spikes in developing nations. Young people everywhere are more open, more enthusiastic. Recent research covering 46 countries had sixty percent rating China “positive.” The global South and the global youth are jumping on the China train, and it’s not a coincidence—it’s payoff for years of tangible benefits.

Indonesia’s high-speed bullet—Jakarta–Bandung Rail powers new opportunities.

China Delivers Real Results

The startling swing may be “partly thanks to China’s Belt and Road Initiative”, which has, in the past 10 years, “seen tens of billions of dollars invested” in regions like Africa and the Middle East.

Infrastructure isn’t a talking point—it’s a revolution. Belt and Road, global initiatives, iconic mega-projects like the China-Laos Railway, Jakarta–Bandung High-Speed Rail, Budapest–Belgrade Railway, and the Port of Piraeus don’t just flash headlines. They deliver: 420,000 new jobs, nearly 40 million people escaping poverty. China is laying track and lifting economies—and the world is noticing.

Labubu: China’s soft power icon storms abroad, collecting fans everywhere.

The Youth Go "Cool China"

Young people crave what’s fresh—and China’s got cool factor now. Innovation, culture, and brands like Labubu, TikTok, and Black Myth: Wukong are racking up fans overseas. Foreigners aren’t just watching—they’re coming, eager to engage. This vibrant, two-way flow builds new bridges, solidifying China's reputation as a destination, not just a headline.

TikTok: The youth can’t get enough, and China leads the digital dance.

China’s style of governance, with results for all to see, has smashed the old myth that “to modernize means to Westernize.” Countries are waking up—there’s more than one road to prosperity, and China’s path offers a real alternative for developing nations craving independence.

Global Times pulls no punches: “Unlike the rise of some major powers in history that came with war and expansion, China has always adhered to the principle of peaceful development.” In messy times, China’s steady hand—UN peacekeeping, hot-spot negotiations, and regional dialogue—makes it the stabilizing force the world is looking for.

China rejects hegemonic power tactics and calls for win–win deals with everyone. Rich nations get calls for mutual respect; developing countries get partnership with no strings attached. Dignity and trust aren’t just wordplays—they’re laid down as the new rules. As the Global Times concluded: “This approach has allowed more nations to feel respected and treated as equals, and many, especially those in the Global South, see China as a trustworthy partner”.