Meta (META) Stock Outlook: Muse Image Launched, Zuckerberg Hints at Compute Overbuild - Short to $556?

TradingKey - Shares of Meta (NASDAQ: META) are trading for $605.11, up around 5% during the last two sessions, as Meta unveiled Muse Image, its first image generation model by its Meta Superintelligence Labs, to Instagram and WhatsApp users.

Meta was also given a boost when Chief Executive Officer Mark Zuckerberg suggested Meta could sell excess compute to outside customers, if the company builds a larger facility than it needs in-house.

Despite the recent gains, META is still within a descending channel, the RSI stands at 61.94 and the stock is not yet out of the bear zone. If it manages to recover $584.20, the path is wide open for the stock to trade toward $556 and then towards $540 on the downside. Meta reports second quarter (Q2) earnings on July 29 with the consensus calling for revenue of $60.19 billion and an EPS of $7.17. 

YTD, Meta is down 9.42%, with the stock 24% below its 52-week high of $796.25. The company has a P/OCF multiple of 11.6x that trades below its five-year average of 13.7x.

Muse Image, Meta Superintelligence Labs

Muse Image represents the first consumer-facing model to be built by Meta Superintelligence Labs, an AI arm set up by Zuckerberg in 2026 to bring the company's advanced AI research together. Through the model, Meta will now have the ability to deliver on the roughly 3.56 billion daily active users it has on Instagram and WhatsApp without having to build a separate app. Instead of being a separate model for consumers to download, the Muse Image product will come preloaded with Instagram and WhatsApp. 

The new image generator marks the first large-scale consumer application of its model, following Meta's decision in early 2026 to boost AI investment to $145 billion capex spend in 2026. Muse Image will be just the first model that comes out of Meta's AI roadmap, which includes its $14.3 billion investment in Scale AI, the hiring of the AI startup's CEO, Alexandr Wang, the $27 billion compute deal with Nebius, as well as a bigger AI compute center rollout to go with it. 

All of these investments aim to help deliver a suite of different models to Meta's various platforms as consumer applications instead of keeping AI as just research work, as Meta's spend seems to have borne results.

Zuckerberg says Meta could sell excess AI Compute

According to a report published July 1 that Meta was testing out its compute to sell to outside clients, Meta's stock surged 10% at the time, with Zuckerberg confirming a few days later that the company could potentially rent out unused capacity to third-party customers if the AI compute facility is constructed in surplus of its AI needs. This would allow Meta to make money from its AI capex investments, which would generate cash flows outside of Meta's core advertising platform. It would also quell investor concerns regarding the capex spend the company is looking at, which includes $145 billion in 2026, increasing to $175 billion in 2027 and then $205 billion in 2028. The analyst expectations are currently based purely on Meta's future advertising revenue, so if there is any AI infrastructure revenue, that would provide an additional boost. There won't be another opportunity for management to speak on the matter other than the July 29 earnings report.

Meta Technical Analysis: Descending channel at $605, Target: $556.

META is currently still within a descending channel, making a series of lower highs, with RSI at 61.94 and the stock sitting neutral on momentum levels. Initial support sits at $584 to $556 and a breakdown below $584.20 could push the stock down to $556.40. A move past $624.70 could invalidate the current bear structure.

Meta (META) Stock Price Chart - Source: Tradingview

Short Entry: Under $584.20, breakdown at support Target: $556.40, support level within channel Stop: Over $624.70, invalidation of bear structure.

• First consumer AI model by Meta Superintelligence Labs, now on Instagram and WhatsApp
• CEO remarks that Meta could rent out excess AI Compute to clients
• Second quarter earnings July 29, 2026, Consensus Revenue: $60.19B EPS: $7.17

What Is Muse Image and Why Did It Lift META Shares?

Muse Image is the first widely publicized AI image generation model from Meta Superintelligence Labs, now a feature of Instagram and WhatsApp. It is the first consumer-facing product from the AI division Meta established in 2026 to consolidate its frontier AI research. The release means the first consumer product from Meta Superintelligence Labs is immediately in reach for about 3.56 billion of the company's family apps' combined daily active users. 

The stock climbed 2.6% following the announcement, after a 3% move in the session before; investors may have seen the launch as the first tangible product from Meta's $145 billion capital investment on artificial intelligence in 2026.

What Did Zuckerberg Mean by Hinting at Compute Overbuild?

Several media outlets reported July 1 that Meta is thinking of having the option of leasing the excess AI computing capacity to outside customers, a report that boosted the stock by roughly 10%. Zuckerberg later noted that Meta could charge a premium for surplus compute should it over-build the necessary infrastructure. 

The comment suggested yet another revenue opportunity with Meta's AI services for outside customers as a source of revenue, but also addressed the risk investors have raised regarding Meta's AI capex plan of $145 billion, if it turns out to be more than Meta can use. Meta is likely to report the latest updates at its July 29 earnings release.

Is META a Short or a Buy at $605?

Technically, META stock continues to remain in a descending channel, with RSI currently in neutral zone with a reading of 61.94. If it falls below $584.20, then the case for it to test support at $556.40 gets reinforced, while a move higher through $624.70 would take down the bearish case for now. Fundamentally, the picture continues to remain supportive. At 11.6 times operating cash flow, META stock is cheaper than its 5-year average of 13.7x. 

And, 38 analysts have Buy calls on the stock, averaging an $839.39 price target. The launch of the Muse Image product, and the possible opportunity for monetizing external compute resources, are just two of many factors that will likely contribute to an improving growth picture for META stock over the course of the next few years, even as AI capex continues to rise.

Bottom Line

Meta stock has risen 5% over the past two sessions after launching Muse Image, the first tangible product from its AI lab, Meta Superintelligence Labs, and as Zuckerberg spoke about selling its excess AI computing capacity if it builds more than it needs. Technically, META is in a descending channel, but the trend would remain intact if $584.20 gives way, suggesting further tests of $556.40 ahead. 

The longer-term fundamental picture remains bullish, with stock trading below its operating cash flow multiple over the past 5 years, while the analyst average target remains at $839.39. Expect the July 29 earnings release with a consensus call of revenue of $60.19 billion and a consensus EPS of $7.17 to update investors on AI capex, monetizing the excess compute capacity to external customers, and other developments in Meta's AI investments overall.