Tech
Tesla cybertrucks in Boston
Cybertrucks parked outside a Tesla location in Boston (Lindsey Nicholson/Getty Images)

Those consensus estimates for Tesla sales are based on a whole lot of out-of-date information

You should take analysts’ consensus estimates for Q1 deliveries with a grain of salt.

When Tesla reports its first-quarter delivery estimates later this morning, how much that beats or misses analyst consensus estimates will likely play a part in what happens to the stock. But those estimates themselves should be taken with a grain of salt — many of the numbers that make up the consensus are stale.

FactSet shows a consensus estimate for first-quarter Tesla deliveries — based on the average guess of 13 analysts — of 408,000, which would imply Tesla deliveries will rise 5% compared to the 387,000 Tesla delivered last year. Bloomberg, which cites 18 analysts, has that number at 390,000, or up about a percentage point year on year. Tesla itself has compiled a list of 27 analyst estimates, which pegs the consensus number at 378,000, or a 2% decrease.

What should you, a normal person, make of all this? First off, pay some mind to how the sausage is made. Even the best analysts can’t actually predict the future. Assuming they’re doing everything in their power to make an educated guess — calling sources, looking at leading indicators, modeling in macro considerations — their estimates were always made at a given point in time. What’s included in consensus estimates might no longer be up to date when real numbers come out.

Importantly, many of the estimates listed on FactSet and Bloomberg are from January and early February, when analysts knew about the Model Y refresh but didn’t yet have reports on how dismal January, February, and now March sales were around the world. Nor did they know the extent to which CEO Elon Musk’s work at the Department of Government Efficiency would tank public opinion of his company.

And even when analysts have updated their estimates to reflect this new information, sometimes it doesn’t end up on FactSet and Bloomberg. That appears to be the case here.

A quick look at both Bloomberg and FactSet shows an estimate from Wedbush analyst Dan Ives from the end of January. Last week, Ives put out a new, lower estimate of 355,000 to 360,000 deliveries, which hasn’t shown up in the consensus yet. A lower GLJ estimate of 353,000 hasn’t materialized yet on FactSet, nor has Piper Sandler’s new, lower estimate shown up on Bloomberg.

On FactSet, analysts can update their estimates either through a manual or an automatic process. On Bloomberg, the research firms are responsible for doing so through the Terminal. Obviously that doesn’t always happen.

What’s perhaps more helpful is looking at how those consensus estimates directionally change over time. This year, the mean estimate on FactSet has fallen from about 450,000 to a still likely high 408,000. Investors can also choose to consider only the newest estimates.

That doesn’t mean consensus estimates are unimportant.

“At the end of the day, the market will tend to react to what the consensus number is, even if that number includes older data that might not be as relevant or updated anymore,” Seth Goldstein, a strategist at Morningstar, which releases annual Tesla estimates rather than quarterly, told Sherwood News. (Morningstar has recently switched its full-year Tesla delivery estimates from growth to a decline.)

How ultimately useful, then, is a consensus estimate to an investor?

“It depends on your time horizon. If you’re a very short-term investor, you might be looking to see, is the market gonna go up or down based on deliveries?” Goldstein said. “But for very long-term investors, I don’t think it matters as much. I think what’s more important is hearing from management on the earnings calls.”

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Prediction markets have, predictably, been given a boost by the summer of sports

Major platforms like Kalshi and Polymarket have seen huge upticks in users of late, thanks in no small part to what’s felt like a recent sporting smorgasbord, with major competitions across hockey, basketball, and soccer soaking up fans’ time (and spending, clearly) at the outset of summer.

While gaming industry groups may not like it, there’s been a huge change in the methods people are using to put money on the big games, with everyone from fortunate NYC bar owners, to a far less fortunate Spanish supporter, turning to prediction markets to try and turn their sports know-how into cold, hard cash.

According to a new report from Adam Blacker for apptopia, that shift might have been even more seismic than imagined in the wake of the NBA and NHL finals and around the 2026 World Cup kicking off.

While gaming industry groups may not like it, there’s been a huge change in the methods people are using to put money on the big games, with everyone from fortunate NYC bar owners, to a far less fortunate Spanish supporter, turning to prediction markets to try and turn their sports know-how into cold, hard cash.

According to a new report from Adam Blacker for apptopia, that shift might have been even more seismic than imagined in the wake of the NBA and NHL finals and around the 2026 World Cup kicking off.

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Anthropic pulls Fable and Mythos access worldwide after Trump administration bars their use by foreign nationals

Only days after releasing two versions of its next-gen AI model, Anthropic has disabled them for users worldwide.

Anthropic says it received a Friday night order from the Trump administration to suspend access to the models for any foreign national (anywhere in the world) — a group that included some Anthropic employees. In response, the company turned off access to everyone.

Last week, the company released to the public its much-anticipated Claude Fable 5 model (and its restricted version Claude Mythos 5, which is still being tested with trusted partners). Anthropic said in a blog post announcing the action that officials cited national security concerns with the new models, while offering few specific details.

The post said that the government gave the company “verbal evidence of a potential narrow, non-universal jailbreak” of the public Fable 5 model. A jailbreak is a means by which users can evade restrictions built into the code to unlock prohibited functionality. Anthropic downplayed the significance of the attack, and said other major models, such as OpenAI’s GPT-5.5, could also be affected by the technique described.

Fears of these first Mythos-class models being misused are running high, after Anthropic warned the cybersecurity world in May that the advanced cyber capabilities of Mythos have rapidly discovered thousands of vulnerabilities in ubiquitous software, leading to the decision to restrict the full version of the model to a close group of trusted partners for testing.

This morning, Axios reported that Anthropic technical staff have flown to Washington to meet with White House officials to resolve the issue.

The Wall Street Journal is reporting that the Trump administration’s decision to take action against Anthropic was prompted by discussions that Amazon CEO Andy Jassy had with officials, including Treasury Secretary Scott Bessent. According to the report, Amazon researchers said they had been able to evade some of Fable 5’s security restrictions using specific prompts. Amazon is a major investor in Anthropic.

Anthropic is currently suing the US government to fight the Pentagon’s blacklisting of the company on national security grounds.

Last week, the company released to the public its much-anticipated Claude Fable 5 model (and its restricted version Claude Mythos 5, which is still being tested with trusted partners). Anthropic said in a blog post announcing the action that officials cited national security concerns with the new models, while offering few specific details.

The post said that the government gave the company “verbal evidence of a potential narrow, non-universal jailbreak” of the public Fable 5 model. A jailbreak is a means by which users can evade restrictions built into the code to unlock prohibited functionality. Anthropic downplayed the significance of the attack, and said other major models, such as OpenAI’s GPT-5.5, could also be affected by the technique described.

Fears of these first Mythos-class models being misused are running high, after Anthropic warned the cybersecurity world in May that the advanced cyber capabilities of Mythos have rapidly discovered thousands of vulnerabilities in ubiquitous software, leading to the decision to restrict the full version of the model to a close group of trusted partners for testing.

This morning, Axios reported that Anthropic technical staff have flown to Washington to meet with White House officials to resolve the issue.

The Wall Street Journal is reporting that the Trump administration’s decision to take action against Anthropic was prompted by discussions that Amazon CEO Andy Jassy had with officials, including Treasury Secretary Scott Bessent. According to the report, Amazon researchers said they had been able to evade some of Fable 5’s security restrictions using specific prompts. Amazon is a major investor in Anthropic.

Anthropic is currently suing the US government to fight the Pentagon’s blacklisting of the company on national security grounds.

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