It’s Rumored That Mega Private Companies Could Go Public in 2026: Anthropic, OpenAI, SpaceX

The “private forever” era is starting to crack.

Over the last few months (especially Oct–Dec 2025), serious reporting has pointed to SpaceX, OpenAI, and Anthropic laying groundwork for public-market scale moves — with 2026 repeatedly showing up as the earliest plausible window.

This doesn’t mean “confirmed IPOs.” It means something more interesting: the biggest private tech stories are starting to look too large (and too capital-hungry) to stay private indefinitely.

Below is a deeper, longer breakdown of what’s driving the rumors, what each company’s “IPO story” would actually be, and what to watch for in 2026 if you want to separate hype from real execution.

Why 2026 keeps showing up in the rumors

1) These companies are already “public-company sized”

When you hear talk of raises in the tens of billions and valuations at or approaching the trillion-dollar range, you’re basically talking about public-market scale, even if the cap table is still private.

At some point, the mechanics of staying private become awkward:

  • huge secondaries (employees/investors want liquidity)

  • more governance complexity

  • fundraising that starts to resemble “IPO-lite”

  • pressure to standardize financial reporting anyway

2) Frontier AI is expensive in a way the public markets understand

The AI labs aren’t just building software. They’re building compute-heavy infrastructure and long-term contracts. That’s closer to how public investors think about capex, margins, and scale than the old “viral app” playbook.

3) Public markets want the “real scoreboard”

Private valuations can be… flexible. Once a company lists, it becomes a real-time scoreboard:

  • audited financials

  • revenue concentration

  • compute costs

  • margins

  • churn

  • regulatory risks

An IPO of any one of these would reshape how investors price the entire AI sector.

4) A “mega IPO cycle” would reset VC liquidity

Many VCs and employees have been waiting for liquidity events at the very top of the private market. A wave of landmark listings would unlock returns and recycle capital into the next generation of startups.

SpaceX: the “largest IPO ever?” narrative (and why Starlink is the real engine)

SpaceX is the one that could redefine what “mega IPO” means.

Discussions have pointed to a 2026 IPO that could raise tens of billions, potentially valuing SpaceX at over $1T, with timing floated around mid-2026 (still not confirmed).

What investors would actually be buying

Most people think “rockets.” Public investors will think in segments:

1) Starlink (recurring revenue story)

  • subscription-like behavior

  • global connectivity narrative

  • “infrastructure internet company” framing

2) Launch services (proven business, but cyclical + contract-driven)

3) Long-horizon bets (Mars, lunar logistics, space-based infrastructure, etc.)

Those long-horizon bets are exciting, but public markets usually demand:

  • a credible base business

  • predictable growth

  • a story that can survive quarterly earnings scrutiny

The Musk factor: ambition, execution, volatility

Another reason SpaceX would be “eventful” publicly is Elon Musk himself — admired by many investors, but also a source of unpredictability and regulatory friction.

That mix would be baked directly into the stock’s identity.

Why this matters beyond SpaceX

If SpaceX goes public, it would likely pull commercial space infrastructure into mainstream investing — reframing it from futuristic exploration to global connectivity and logistics.

OpenAI: the most complicated IPO story in tech

OpenAI is the hardest to model publicly, because it’s not just a company — it’s a governance story.

The core challenge: structure

OpenAI is not built around a standard shareholder-first model. Its structure includes nonprofit control and a public-benefit orientation.

Public investors would immediately ask:

  • Who ultimately controls decisions?

  • What happens when mission conflicts with profit?

  • How durable is the governance model under pressure?

  • How predictable are long-term incentives?

This doesn’t make an IPO impossible — but it makes it unusual.

Why OpenAI might still move toward public markets

The answer is scale.

Frontier AI requires massive, continuous investment:

  • model training

  • inference at scale

  • long-term compute contracts

  • global competition

At some point, private funding alone becomes limiting. Public markets offer permanence, liquidity, and scale — at the cost of scrutiny.

What an OpenAI IPO would actually represent

It wouldn’t just be another tech listing.

It would be public markets underwriting the cost of intelligence itself:

  • how expensive reasoning is

  • how scalable intelligence becomes

  • where margins stabilize

  • whether AI behaves like software or infrastructure

That’s a brand-new category for public investors.

Anthropic: possibly the “first mover” among AI labs

Anthropic’s rumored IPO path looks more conventional — which is why it may be the most realistic first mover.

Why Anthropic could go first

1) Enterprise-first positioning
Anthropic emphasizes reliability, safety, and enterprise use cases — things public markets understand well.

2) Cleaner governance narrative
Compared to OpenAI, Anthropic’s structure is easier to explain and defend.

3) Competitive signaling
If Anthropic lists first, it becomes the public benchmark for AI labs — forcing real comparisons instead of speculation.

Anthropic going public would create a visible, tradable reference point for AI valuation.

What could stop these IPOs (even if preparation is real)

Nothing is guaranteed.

1) Market volatility

A weak market can delay everything.

2) Regulation and geopolitics

AI labs sit at the intersection of safety regulation, national security, export controls, and data governance.

3) Valuation pressure

Public markets are unforgiving if:

  • revenue lags expectations

  • compute costs stay high

  • margins compress

  • competition accelerates

4) Internal readiness

Being public requires:

  • mature financial reporting

  • predictable metrics

  • governance stability

  • disclosure discipline

Preparation can take years.

What to watch in 2026 (signals that actually matter)

Ignore headlines. Watch for:

  • public-company finance and compliance hires

  • formal banking relationships

  • clearer revenue segmentation

  • audited disclosures

  • regulatory filings (even confidential ones)

Those are the real signals.

Why this matters for web developers, SaaS founders, and agencies

This isn’t just investor gossip.

If these companies move toward public markets:

1) AI products become more structured

Expect:

  • clearer pricing

  • longer contracts

  • fewer experimental features

  • stronger enterprise focus

2) Compliance becomes a selling point

Auditability, reliability, and governance will matter more for businesses integrating AI into production systems.

3) AI costs become visible and optimized

Public scrutiny forces platforms to:

  • optimize compute

  • stabilize pricing

  • expose usage more clearly

Builders who design efficient, resilient AI systems will benefit.

Bottom line

The right framing today is simple:

  • These IPOs are not confirmed

  • But preparation behavior appears real

  • And the direction is clear

Whether in 2026 or later, AI and space infrastructure are moving toward public-market reality.

If even one of these companies goes public, it won’t just be a big IPO — it will be the moment the next platform shift becomes priced, scrutinized, and debated in real time by the global market.

Sorca Marian

Founder, CEO & CTO of Self-Manager.net & abZGlobal.net | Senior Software Engineer

https://self-manager.net/
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