GPT-5.4 Released! And About OpenClaw: The Real Danger of AI Is No Longer Just Chatting Better — It's Starting to "Do the Work" Itself ​

Table of Contents

• GPT-5.4's Powerful Capabilities: Benchmark Data Explained (The AI Community Is Shocked)
• GPT-5.4 vs Claude Opus 4.6: Use-Case Comparison
• GPT-5.4 Combined with OpenClaw: The Future of AI with Brain and Hands United
• How to Use GPT-5.4 in OpenClaw (The Most Cost-Effective Activation Method)
• Conclusion: GPT-5.4 Redefines AI Delivery Capability

Now that GPT-5.4 (GPT5.4) is released, you can go ahead and cancel your Claude Code subscription!

Because Claude is great in every way — except for the price!!!

Once you see the official release of GPT-5.4-Thinking and GPT-5.4 Pro, Claude's weaknesses become completely exposed.

Anthropic has blocked OpenClaw outright: a subscribed Claude account can't be used with OpenClaw at all — only inside Claude Code. If you want to call it from OpenClaw, you have to hard-wire an API key.

There used to be one workaround: use a reverse proxy to extract the Claude quota inside Google's Antigravity with a plugin and throw it to OpenClaw.

But then Google started banning accounts in bulk, and that path was cut off too.

OpenAI's models could be used with a subscription quota, but GPT-5.2's code abilities were lacking, and GPT-5.3-codex didn't "speak human." It was awkward in every possible way.

And this time, GPT-5.4 is here! Finally, that biggest shortcoming has been fixed!

GPT-5.4 matches GPT-5.3-Codex in coding ability, has even stronger world knowledge than GPT-5.2, and can be used directly with a subscription quota — $20 gets you an absolutely amazing experience.

Tell me, if this isn't the chosen model for OpenClaw, then who is?

Earlier this year, OpenClaw founder Peter Steinberger joined OpenAI, and it's now crystal clear that OpenAI is prioritizing the Computer Use Agent direction.

GPT-5.4's Powerful Capabilities: Benchmark Data Explained (The AI Community Is Shocked)

GDPval: 83.0% This metric measures AI performance on real work tasks, covering knowledge work across 44 professions including finance and law.
GPT-5.4 Thinking scores 83.0%, Claude Opus 4.6 scores 78.0%, and GPT-5.3 Codex only 70.9%.
GPT-5.4 isn't just about writing code — it can also talk business, finance, and law with you, in plain human language rather than gibberish.

SWE-Bench Pro: 57.7%
Real software engineering problem evaluation (in four programming languages).
GPT-5.4 Thinking scores 57.7%, GPT-5.3 Codex 56.8% — basically tied.
Coding ability is perfectly preserved while world knowledge is dramatically improved.

ToolAthlon: 54.6%
AI tool use (the core capability of agents).
GPT-5.4 Thinking scores 54.6%, while Claude Sonnet 4.6 only manages 44.8% — a lead of nearly 10 points.

OpenAI didn't even run the academic knowledge benchmarks, because GPT-5.4 is already far stronger than GPT-5.3-codex.

GPT-5.4 in plain language = GPT-5.3 Codex's coding ability + world knowledge stronger than GPT-5.2 + stronger tool-use ability + super cheap Codex quota.

Add those four together and you get the perfect base model for OpenClaw.

GPT-5.4 is currently available in Thinking and Pro versions, supporting ChatGPT Web, API, and Codex.

GPT-5.4 vs Claude Opus 4.6: Use-Case Comparison

If what you care about is: documents, spreadsheets, PPTs, research, tool calling, browser/desktop operations, and coding all handled by a single model, then GPT-5.4's path is more complete.

If you care more about: complex coding, long-horizon agents, stable long-context handling, and processing large codebases, then Opus 4.6 might suit you better.

But if you've been using OpenClaw recently, GPT-5.4 is without a doubt the best choice right now.

GPT-5.4 Combined with OpenClaw: The Future of AI with Brain and Hands United

Looking at GPT-5.4 alone, you'd say it's just stronger.
Looking at OpenClaw alone, you'd say agents are getting more popular.

Put the two together, and the question becomes:

What happens when a GPT-5.4 that's better at reasoning, better at coding, better at calling tools, and better at operating a computer gets loaded into an agent shell that can run continuously, manage skills, and touch the local environment?

The answer: AI transforms completely from a "content generator" into a "task executor."

In the future, the most valuable AI won't be the one that talks best, but the one that can get into real workflows, obtain permissions, mobilize tools, and deliver results.

GPT-5.4 shows major improvements on real task-execution benchmarks like OSWorld-Verified, indicating the model has been specifically trained to understand interfaces, take actions, and complete end-to-end workflows.

GPT-5.4 Thinking scores 75.0% on computer operation ability, beating Claude Opus 4.6's 72.7% — and its operation speed is absurdly fast.

OpenClaw just happens to provide an expression everyone can understand: instead of staying confined to a chat box, AI enters files, browsers, messaging channels, and local toolchains.

So GPT-5.4 + OpenClaw = AI's "brain" and "hands" are converging.

How to Use GPT-5.4 in OpenClaw? (The Most Cost-Effective Activation Method)

Both Claude and Gemini are now prohibited from being used with OpenClaw, and using Claude's license with OpenClaw is especially wasteful of money.

GPT-5.4 solves everything.
The OpenClaw founder has joined OpenAI, and the most cost-effective way is to authorize Codex in OpenClaw to log in to your GPT account.

As long as you're a GPT member (Plus, Business, Pro) you can use it directly.

Don't know how to activate a GPT membership as a user in China? We recommend this legitimate official-channel website — one-click upgrade that even a beginner can handle:

GPT one-click upgrade: gptplus.org.cn

(No need to worry about account bans — whenever Codex updates, your quota even gets reset unexpectedly)

Conclusion: GPT-5.4 Redefines AI Delivery Capability

When most people see a model release, they only ask: "How much stronger is it than the last generation?"

But with GPT-5.4, the better question is: which previously scattered capabilities does it organize, for the first time, into a working whole?

GPT-5.4 isn't continuing to optimize the chat experience — it's redefining what "model delivery capability" means.

For the past two years, the core question in AI was "is the model smart enough";
from GPT-5.4 to OpenClaw, that question is becoming:

Now that AI is both smart enough and beginning to grow hands and feet, how much work are we really ready to hand over to it?

GPT-5.4 has arrived, and OpenClaw is on fire.

Now is the best time to get on board.