AI Model Showdown: Who Will Win the Web3 Smart Contract Security Battle?

Question

【CryptoWorld】2026 is here, and the AI security field is also facing a major test—LISABench has announced the launch of a heavyweight assessment for Q1. This is not a drill, but a real test to see which AI models are most effective in detecting vulnerabilities in Web3 smart contracts.

Looking at the list of participants, it’s practically a “dream team” in the global AI arena: KIMI K2, DeepSeek V3.2, QWen 3, GLM 4.6, GPT-5.2, Gemini-3-pro-preview, Claude 4.5. Seven top cutting-edge models competing on the same stage. From domestic players like Moonshot, Deep Exploration, Alibaba, and Zhipu, to overseas giants like OpenAI, Google, and Anthropic, this assessment covers a truly luxurious range.

What’s most interesting is that LISABench also involves community interaction. It has launched a prediction voting channel where users can bet in advance on who will win. At the same time, the evaluation codebase is open-sourced, allowing developers to verify results themselves. This level of transparency is considered serious in the industry.

For those interested in Web3 security and AI progress, this assessment results can reveal some insights—specifically, which models are suitable as “health check doctors” for smart contracts. The results for Q1 should be clear very soon.

GasDevourer · Accepted Answer

DeepSeek is really coming in strong this time. Can V3.2 outperform GPT-5.2?

DeepSeek is stirring things up again, this is the pace I like.

In terms of contract auditing, domestic models shouldn't be underestimated. It's quite interesting.

All seven are in, let's see who is the most resilient. It feels like it will be very intense.

If DeepSeek wins this evaluation, OpenAI will be embarrassed.

LISABench is serious this time. Let's wait and see the spectacular failures.

The opportunity for domestic models to raise their heads with pride has arrived. Must pay attention.

BakedCatFanboy · Answer

Can DeepSeek turn things around this time? It feels like it's been hyped a bit too much.

NftRegretMachine · Answer

It's another AI model competition, can we really tell who's reliable this time?

Can DeepSeek turn things around this time?

The lineup of domestic models is decent, but I don't know how they actually perform.

Let's wait for the results; there are many evaluations.

For smart contract detection, it still depends on real security records.

Can GLM surpass Claude? I bet five bucks it can't.

To be honest, most large models are just hype; there are only a few that are truly usable.

Out of these seven models, I've never heard of two; has the Web3 circle really made progress?

WenMoon42 · Answer

Uh, can DeepSeek win this time? It feels like domestic models have been gaining momentum recently.

ChainSpy · Answer

Can DeepSeek finally overthrow GPT this time? It feels like domestic models have really risen over the past two years.

MetaMaximalist · Answer

ngl this is exactly the kind of protocol sustainability benchmark we've been needing for years... but lemme be real, most of these models prob gonna struggle with the nuanced attack vectors that only early adopters actually understand

UncleWhale · Answer

DeepSeek is up to something again. Can it really succeed this time?

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Contract vulnerability detection? Basically, it still depends on whose model is smarter. Can DeepSeek turn things around this time? Haha

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Seven large models competing against each other. I just want to see who gets exposed with problems in the end...

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Wait, domestic models can also compare with GPT-5 now? The timeline is a bit fast.

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It's another arms race. In the end, the ones who benefit are those teams truly focused on security.

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The question is, DeepSeek is the most stable, others are just running alongside.

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Web3 security isn't just about AI; human review is also necessary to be reliable.

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How long will it take for these evaluation results to come out... Can it be faster? I'm so anxious.

bridge_anxiety · Answer

Can deepseek come up with some new tricks this time?

MetaverseMortgage · Answer

DeepSeek is back again, this time to see if it can truly solve the contract vulnerability problem.

This lineup is really intense, but how it actually performs still depends on the data.

Finally, someone dares to put these models through real stress tests. Looking forward to the results.

Honestly, AI models in Web3 security still can't be relied upon. Just waiting to see the jokes.

KIMI and Claude fighting should be interesting. Betting five bucks that Claude will crash.

Uh... seven models all at once, it feels like a big brawl, a bit chaotic.

Contract security can't rely solely on AI detection; manual audits are still essential.

Domestic models are finally able to compete in this track. A bit期待.

Really? GPT-5.2 is out? How come I haven't heard about it?

LISABench's marketing this time is pretty good, definitely gaining popularity.

AI Model Showdown: Who Will Win the Web3 Smart Contract Security Battle?

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