GPT-5’s rollout fell flat for consumers, but the AI model is gaining where it matters most
Sam Altman turned OpenAI into a cultural phenomenon with ChatGPT.
Now, three years later, he’s chasing where the real money is: Enterprise.
Last week’s rollout of GPT-5, OpenAI’s newest artificial intelligence model, was rocky. Critics bashed its less-intuitive feel, ultimately leading the company to restore its legacy GPT-4 to paying chatbot customers.
But GPT-5 isn’t about the consumer. It’s OpenAI’s effort to crack the enterprise market, where rival Anthropic has enjoyed a head start.
One week in, and startups like Cursor, Vercel, and Factory say they’ve already made GPT-5 the default model in certain key products and tools, touting its faster setup, better results on complex tasks, and a lower price.
Some companies said GPT-5 now matches or beats Claude on code and interface design, a space Anthropic once dominated.
Box, another enterprise customer, has been testing GPT-5 on long, logic-heavy documents. CEO Aaron Levie told CNBC the model is a “breakthrough,” saying it performs with a level of reasoning that prior systems couldn’t match.
Behind the scenes, OpenAI has built out its own enterprise sales team — more than 500 people under COO Brad Lightcap — operating independently of Microsoft, which has been the startup’s lead investor and key cloud partner. Customers can access GPT models through Microsoft Azure or go directly to OpenAI, which controls the API and product experience.
Still, the economics are brutal. The models are expensive to run, and both OpenAI and Anthropic are spending big to lock in customers, with OpenAI on track to burn $8 billion this year.
Winning over enterprise
GPT-5 is significantly cheaper than Anthropic’s top-end Claude Opus 4.1 — by a factor of seven and a half, in some cases — but OpenAI is spending huge amounts on infrastructure to sustain that edge.
For OpenAI, it’s a push to win customers now, get them locked in and build a real business on the back of that loyalty.
Cursor, still a major Anthropic customer, is now steering new users to OpenAI. The company’s co-founder and CEO Michael Truell underscored the change during OpenAI’s launch livestream, describing GPT-5 as “the smartest coding model we’ve ever tried.”
Truell said the change applies only to new sign-ups, as existing Cursor customers will continue using Anthropic as their default model. Cursor maintains a committed-revenue contract with Anthropic, which has built its business on dominating the enterprise layer.
As of June, enterprise makes up about 80% of its revenue, with annualized revenue growing 17x year-over-year, said a person familiar with the matter who requested anonymity in order to discuss company data. The company added $3 billion in revenue in just the past six months — including $1 billion in June alone — and has already signed triple the number of eight- and nine-figure deals this year compared to all of 2024, the person said.
Anthropic said its enterprise footprint extends far beyond tech.
Claude powers tools for Amazon Prime, Alexa, and AIG, and is used by top players in pharma, retail, aviation, and professional services. The company is embedded across Amazon Web Services, GCP, Snowflake, Databricks, and Palantir — and its deals tend to expand fast.
Average customer spend has grown more than fivefold over the past year, with over half of business clients now using multiple Claude products, the person said.
Excluding its two largest customers, revenue for the rest of the business has grown more than elevenfold year-over-year, the person said.
Even with that broad reach, OpenAI is gaining ground with enterprise customers.
GPT-5 API usage has surged since launch, with the model now processing more than twice as much coding and agent-building work, and reasoning use cases jumping more than eightfold, said a person familiar with the matter who requested anonymity in order to discuss company data.
Enterprise demand is rising sharply, particularly for planning and multi-step reasoning tasks.
GPT-5’s improvement
GPT-5’s traction over the past week shows how quickly loyalties can shift when performance and price tip in OpenAI’s favor.
AI-powered coding platform Qodo recently tested GPT-5 against top-tier models including Gemini 2.5, Claude Sonnet 4, and Grok 4, and said in a blog post that it led in catching coding mistakes.
The model was often the only one to catch critical issues, such as security bugs or broken code, suggesting clean, focused fixes and skipping over code that didn’t need changing, the company said. Weaknesses included occasional false positives and some redundancy.
Vercel, a cloud platform for web applications, has made GPT-5 the default in its new open-source “vibe coding” platform — a system that turns plain-English prompts into live, working apps. It also rolled GPT-5 into its in-dashboard Agent, where the company said it’s been especially good at juggling complex tasks and thinking through long instructions.
“While there was a lot of competition already in AI models, Claude was just owning this space. It was by far the best coding model. It was not even close,” said Malte Ubl, CTO of Vercel. “OpenAI was just not in the game.”
That changed with GPT-5.
“They at least caught up,” Ubl said. “They’re better at some stuff, they’re worse at other stuff.”
He said GPT-5 stood out for early-stage prototyping and product design, calling it more creative than Claude’s Sonnet.
“Traditionally, you have to optimize for the new model, and we saw really good results from the start,” he said about the ease of integration.
JetBrains has adopted GPT-5 as the default in its AI Assistant and in Kineto, a new no-code tool for building websites and apps, after finding it could generate simple, single-purpose tools more quickly from user prompts. Developer platform Factory said it collaborated closely with OpenAI to make GPT-5 the default for its tools.
“When it comes to getting a really good plan for implementing a complex coding solution, GPT-5 is a lot better,” said Matan Grinberg, CEO of Factory. “It’s a lot better at planning and having coherence over its plan over a long period of time.”
Grinberg added that GPT-5 integrates well with their multi-agent platform: “It just plays very nicely with a lot of these high-level details that we’re managing at the same time as the low-level implementation details.”
Pricing flexibility was a major factor in Factory’s decision to default to GPT-5, as well.
“Pricing is mostly what our end users care about,” said Grinberg, adding that cheaper inference now makes customers more comfortable experimenting. Instead of second-guessing whether a question is worth the cost, they can “shoot from the hip more readily” and explore ideas without hesitation.
Anton Osika, co-founder and CEO of Lovable, a company that builds an AI-powered tool that lets anyone create real software businesses without writing a single line of code, said his team was beta testing GPT-5 for weeks before it officially launched and was “super happy” with the improvement.
“What we found is that it’s more powerful. It’s smarter in many complex use cases,” Osika said, adding that the new model is “more prone to take actions and reflect on the action it takes” and “spends more time to make sure it really gets it right.”
Box‘s Levie said the biggest gains for him showed up in enterprise workflows that have nothing to do with writing code. His team has been testing the model for weeks on complex, real-world business data — from hundred-page lease agreements to product roadmaps — and found that it excelled at problems that tripped up earlier AI systems.
Levie added that for corporate use, where AI agents run in the background to execute tasks, those step-change improvements are critical, and can turn GPT-5 into a real breakthrough for work automation.
“GPT-5 has performed unbelievably well — certainly OpenAI’s best model — and in many of our tests it’s the best available,” he said.
— CNBC’s Kevin Schmidt contributed to this report.
WATCH: OpenAI launches GPT-5 model
That viral Tik Tok video showing a “self driving” Ford Mustang Mach-E scraping its way down the highway with a helpless passenger behind the steering wheel praying for his life? California Highway Patrol says the car wasn’t driving itself during the viral highway crash and arrested the driver on suspicion of driving under the influence.
If you have’t seen the video, posted by TikToker Marty Byrde, it shows a self-driving Ford Mustang Mach-E driving down the road, grinding itself against the highway’s concrete Jersey barriers, with the driver behind the wheel, seemingly helpless and afraid and trapped inside an out-of-control vehicle, apparently praying for his life.
There, in a single video, was everyone’s worst fear in an age of electric steering, brake-by-wire, and self-driving cars: a car that loses its mind, killing you and everyone you love and probably a busload of orphans for good measure. (!)
But, thankfully, that doesn’t seem to be what actually happened. At least, not according to the California Highway Patrol (CHP) in Redwood City.
In case it vanishes, the CHP press release does a good job of explaining the situation as it stands, while emphasizing that any short-form video content is going to lack potentially needed context before the public begins to panic about a Maximum Overdrive sort of scenario.
The preliminary investigation indicates the driver of a green Ford Mustang Mach E, crashed into a red Mitsubishi Mirage then collided with the right shoulder wall near the Holly Street overcrossing. Through our investigation, we determined the vehicle was not operating in autonomous mode and CHP officers arrested the driver on suspicion of driving under the influence, resulting in injuries to another.
While we understand public interest in such incidents, video clips may not capture the complete context or investigative process. The CHP conducts each investigation thoroughly, professionally, and in accordance with the law. We thank the community for its concern and remind motorist to report dangerous driving by calling 9-1-1.
The video was especially surprising given Ford’s BlueCruise excellent track record. The system is good enough, in fact, to have been named the top active driver assistance system (ADAS) by Consumer Reports, surpassing rivals such as GM’s Super Cruise and Tesla’s Autopilot in a comparison test of similar OEM ADAS systems.
The original Tik Toker who recorded the now viral video (I hate that phrase, too, but millions of people have seen it by now) reported that no one seemed hurt in the ensuing accident. Coupled with CHP’s confirmation that the Mach-E wasn’t driving itself during the accident, I’d say that walking out of a hands-free, highway speed crash is as good an endorsement as any … but in case you need another one, this one went 250,000 miles and still had 92% of its battery life left.
Ford is currently offering 0% interest financing for up to 72 months for well-qualified buyers, as well as $1,000 in retail bonus cash in some markets.
SOURCE | IMAGES: CHP, featured image from marty.byrde3.
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The Trump Administration’s “Big Beautiful Bill” (BBB) is doing a lot of damage to America’s health, economy, and global standing – but one thing it certainly has not done is make it “too late” for US homeowners to benefit from a rooftop solar system.
Companies like Tesla and Rivian are reeling from the double-whammy of Trump’s BBB ending the $7,500 Federal EV tax credit early and killing the market for carbon tax credits, which provides EV car brands with hundreds of millions of dollars, almost overnight. Still another part of the bill that’s getting a lot of publicity is the death of the 30% tax credit for home solar systems at the end of 2025, which has led many Americans who have been “on the fence” about adding a solar or solar + storage solution to their home to believe they waited too long to go solar.
The good news? It’s not too late. Homeowners who get solar installed and operational by December 31st can still claim a full 30% federal tax credit for 2025, and any unused portion of that credit rolls over to the next tax year.
The better news? Even without the solar tax credit, adding a home solar system with battery backup storage can still deliver a positive ROI.
Solar benefits go beyond tax credits
The most obvious benefit of home solar plus battery storage is that you can produce your own energy (or, if you’ve been following along for a while, electric fuel) for less than it would cost you to buy that energy from your local utility. That’s been true for a while, but it’s about to become even more true.
Outlets like The Washington Post and The Guardian are predicting that household energy bills in Republican-leaning states could rise by more than $600 next year, based on their analyses of the BBB. One study, by energy and climate think tank Energy Innovation, showed energy prices rising by much as 18% by 2035 as a result of Trump’s policies.
Energy Innovation’s analysis skews left, and tends to focus on “left of zero” outcomes. Still, when the corporatist rags start quoting bad numbers and bear markets, you should probably pay attention. Some of the key takeaways of the EI study include:
- Power generation capacity will fall 340 gigawatts by 2035, raising costs to meet growing demand and damaging industrial competitiveness
- Wholesale electricity prices will increase 25 percent by 2030 and 74 percent by 2035; electricity rates paid by consumers will increase between 9-18 percent by 2035
- Household energy costs will increase $170 annually by 2035
- America loses $980 billion in cumulative GDP through the budget reconciliation window
- Florida, Texas, Kentucky, and both North and South Carolina stand to be hit the hardest by rising energy costs over the next ten years
Beyond insulating your household budget from rising energy costs, a home solar system can help to insulate your home, too – which means you’ll need less of that lower cost electricity you’re generating to keep it cool in the summer and warm in the winter.
That’s not just me saying that. A study by the Jacobs School of Engineering at UC San Diego study found that during the day, ceilings under tilted solar panels were about 5°F cooler than exposed ceilings, thanks to the panels acting as a shade and creating an air gap that helps dissipate heat. In cool weather, the panels helped homes retain heat, leading to a dual benefit across multiple seasons.
“There are more efficient ways to passively cool buildings, such as reflective roof membranes,” explains Jan Kleissl, a professor of environmental engineering at UC San Diego. “But, if you are considering installing solar photovoltaic, depending on your roof thermal properties, you can expect a large reduction in the amount of energy you use to cool your residence or business.”
Keeping your own personal costs at bay while putting clean, excess energy that’s not stored in your home batteries back into the grid is a win-win that not only reduces your own energy bills but also puts downward pressure on wholesale electricity prices.
What’s more, because the rising costs of energy prices are outpacing interest rates, it might even make sense to finance a solar package – but definitely don’t take my word for that. Talk to a certified financial planner or someone with a fiduciary interest in your money to work the numbers before you start signing stuff.
Original content from Electrek.
READ MORE: It’s time to start recommending some Tesla Powerwall alternatives.
If you’re considering going solar, it’s a good idea to get quotes from a few installers. To make sure you find a trusted, reliable solar installer near you that offers competitive pricing, check out EnergySage, a free service that makes it easy for you to go solar. It has hundreds of pre-vetted solar installers competing for your business, ensuring you get high-quality solutions and save 20-30% compared to going it alone. Plus, it’s free to use, and you won’t get any annoying calls. No will will call until you select an installer and you share your phone number with them.
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![Not enough: Corvette concept falls 1,000 hp short of Chinese hypercar hype [video]](https://i0.wp.com/electrek.co/wp-content/uploads/sites/3/2025/08/not-enough.jpg?resize=1200,628&quality=82&strip=all&ssl=1)
The Corvette CX making its debut at this weekend’s The Quail, a Motorsports Gathering, generates more than 2,000 combined hp from its four, individually controlled and torque-vectoring electric motors. It’s staggering power, draped in beautiful bodywork, at a point in time when Corvette is rapidly climbing through the supercar ranks. There’s only one problem with this latest rendition of America’s motorsports icon: China’s has 1,000 more hp.
The specs for the Yangwang U9 Track Edition that leaked last week in BYD filings with the Ministry of Industry and Information Technology (MIIT) read like something out a middle schooler’s journal. 3,000 hp. 0-60 in one second. An electric motor for each wheel. A top speed approaching 300 mph. If it’s real (and there is absolutely zero reason to believe that it isn’t), the BYD will be the performance car benchmark against which all others are measured, like the Ferrari F40 of the 1980s, McLaren F1 of the 1990s, or Bugattis of the twenty-first century.
And that 3,000 hp BYD? That’s a production car, if limited. Meanwhile, the latest no production intent, pie-in-the-sky, no-holds-barred, you can just say shit and no one will ever question it electric hypercar concept from GM falls more than 1,000 hp short, at “just” 2,000 hp.
But don’t count the Corvette out.
More grease, bigger hammer
Whatever you may think of poster-era supercars like the Lamborghini Diablo, Porsche Carerra GT, or Pagani Huayra – or even modern electric hypercars like the Tesla Model S Plaid and Xiaomi SU7 – the one thing they all have in common is that they are all objectively slower than the 255 mph Callaway Corvette Sledgehammer from 1988, above.
I won’t go into the specs of that car (this isn’t that kind of car blog), but the point is that while the Corvette is often overlooked, there is a reason GM’s top-shelf sporty car carries that “King of the Hill” nickname – and the new Corvette CX concept is similarly, undoubtedly, more than just a list of specs in a magazine.
And those specs are seriously impressive. The new Corvette CX concept packs four independent electric motors putting out a combined 2,000 hp and some ungoldy amount of Earth-moving torque under advanced software controls that enable four-wheel torque vectoring for maximum grip and cornering performance, as well as precise steering control under even the heaviest of braking.
Power to those motors comes from the Corvette CX’ 90 kWh lithium-ion battery that’s centrally mounted low in the chassis, giving the car a low center of gravity and, crucially, ideal 50/50 front-rear weight distribution.
Plus: it’s gorgeous
The Corvette team says the CX concept draws from more more than seventy (!) years of Corvette heritage while being a forward looking concept, not a retro piece. Stylistically, the concept seems more visually mature and subdued than its in-production C8 cousin, and seems to promise a return to the C3-5 eras’ cleaner, less busy aesthetics.
Phil Zak, executive design director for Chevrolet, is very rightly proud of the CX’ design. “While the shape of a Corvette has always been expressive and forward-looking, each crease and line has its roots in the generations that came before it. It is aspirational, it is cultural, it is the reason people want to come and work at Chevrolet,” says, Zak. “The CX … demonstrate(s) our design teams stepping away from the constraints of production vehicles and unleashing their creativity. Through this exercise, we’ve added to Corvette and defined the design direction for Corvette moving forward.”
The rest of the official GM press release copy highlights the aviation-inspired canopy, jet-age interior, and an underbody fan system not entirely unlike the system leaked in Tesla patent filings earlier this week. You can see that here:
Aggressively futuristic, yet unquestionably a Corvette, the CX concept shows what an uncompromised future sports car can be. The athletic exterior design, highlighted by the fighter-jet-inspired cockpit canopy, isn’t just about looking powerful – it was shaped in collaboration with the GM Motorsports Aero Group. Every angle was designed with ultimate performance in mind.
On the inside, every aspect of the CX concept was designed to provide an unmatched driving experience. The forward-opening fighter-jet-style canopy automatically raises as you approach. Driver and passenger settle into seating finished in Inferno Red ballistic textile, bolstered to help hold occupants in place during high-g cornering maneuvers. Premium silicone leather, milled aluminum, and low-gloss forged carbon fiber accents give an elevated feel to the driver-focused cabin.
The digital windscreen transforms the windshield into an immersive surround display with real-time performance data. Every major control is elegantly integrated into the steering wheel, keeping the driver’s focus on the road ahead.
The innovations continue underneath the skin with the Vacuum Fan System. Built-in fans draw air through the open-channel bodywork, generating massive downforce and adjusting the airflow over the rear diffuser to refine aerodynamic balance in real-time. The front diffuser and rear wing are both active, adjusting automatically in response to the driver’s inputs to generate maximum grip. The integrated understructure of the CX concept is visible through the aero channels in the bodywork, and the suspension A-arms are wing-shaped to enhance airflow and reduce front-end lift.
All in all, the new Corvette CX concept is an impressive piece of engineering and rolling art. It’s also a statement from GM that, while the Corvette may very well be going all-electric in its next iteration, it won’t be going any slower. In fact, the first electric Corvette might even be the best one ever – but don’t say that one too loud (you’ll upset the New Balance crowd).
That said, as a pure concept that almost no one will ever drive and which might never get publicly strapped on to a dyno, it is absolutely baffling that Chevy wouldn’t have just claimed 3,000 hp. Even if it was just to match BYD’s claims and continue to build on a century of hype for American exceptionalism, you know?
That’s my take, anyway – what’s yours? Watch the Corvette CX Concept hype video from Chevrolet, below, then let us know what you think of the latest GM concept in the comments.
Electric Corvette CX concept
If you’re considering going solar, it’s always a good idea to get quotes from a few installers. To make sure you find a trusted, reliable solar installer near you that offers competitive pricing, check out EnergySage, a free service that makes it easy for you to go solar. It has hundreds of pre-vetted solar installers competing for your business, ensuring you get high-quality solutions and save 20-30% compared to going it alone. Plus, it’s free to use, and you won’t get sales calls until you select an installer and share your phone number with them.
Your personalized solar quotes are easy to compare online and you’ll get access to unbiased Energy Advisors to help you every step of the way. Get started here.
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