Google's Tensor chip powers Pixel 6 challenge to Apple and Samsung

The chip was built around where ML is heading, not where it is today
Google's strategy with Tensor reflects a bet that machine learning will define the next generation of smartphone capabilities.

In a move that mirrors the vertical integration strategies long pursued by Apple and Samsung, Google has unveiled the Pixel 6 and Pixel 6 Pro — its first smartphones powered by Tensor, a custom chip of its own design. Announced in October 2021 and arriving October 28th, these devices represent more than a product launch; they mark Google's philosophical declaration that the future of intelligent computing belongs to those who control both the silicon and the software. The deeper question the Pixel 6 poses is not whether it can compete on specs, but whether a company whose soul is software can become, at last, a hardware company too.

  • Google has severed its dependence on Qualcomm, betting its flagship phone line on Tensor — a chip it designed specifically around machine learning, not as an afterthought but as the foundation.
  • The move creates direct, unavoidable competition with Apple and Samsung, two companies that have spent years refining the advantages of owning their own silicon.
  • Features like Real Tone, Face Unblur, and Direct My Call signal that Google's differentiation strategy runs through AI-powered software experiences that only a custom chip can make fluid and on-device.
  • Battery life — a historic Pixel vulnerability — is claimed to exceed 24 hours, a promise that will face immediate scrutiny when the phones ship October 28th.
  • With Android 12 optimized exclusively for Pixel hardware, Google now enjoys the same unified design freedom it once ceded to chip suppliers, and the market will soon judge whether that freedom produces something users actually want.

Google has taken the step that Apple and Samsung completed years ago — building its own processor for its flagship phone. The Pixel 6 and Pixel 6 Pro, launching October 28th, abandon Qualcomm entirely in favor of Tensor, a custom chip years in the making. The standard Pixel 6 starts at €649; the Pro begins at €899. Both run Android 12 and represent Google's most direct challenge yet to the iPhone 13 and Galaxy S series.

Tensor was designed from the ground up around machine learning — not where AI stands today, but where Google believes it is headed. Senior director Monika Gupta described the chip as an expression of Google's deep ML expertise baked into silicon architecture itself. This is less a processor than a strategic wager: that the smartphone's future belongs to companies that can fuse artificial intelligence with hardware at the foundational level.

The cameras reflect that philosophy most visibly. A redesigned rear camera bar houses a main sensor that captures 150 percent more light than its predecessor. Real Tone addresses longstanding failures in how smartphone algorithms render diverse skin tones. Face Unblur and Magic Eraser complete a computational photography suite that depends entirely on the on-device processing power Tensor provides.

Software features tied to Tensor are quieter but telling. Direct My Call transcribes automated phone menus in real time; Wait Times estimates hold durations before a human answers. These are not spectacles — they are solutions to genuine daily friction, made possible only by a chip built to handle them locally.

Google VP Sabrina Ellis called the Pixel 6 'the best expression of Android,' a claim that only holds if hardware and software are truly unified. For the first time, Google controls both sides of that equation. Whether the market rewards that control — whether users choose what Google builds when it has complete freedom — is the question the next two weeks will begin to answer.

Google has finally made the leap that Apple and Samsung completed years ago: building its own processor for its flagship phone. The Pixel 6 and Pixel 6 Pro, arriving October 28th, ditch Qualcomm's chips entirely in favor of Tensor, a custom silicon Google has been developing for years. The standard Pixel 6 starts at €649 for 128GB storage; the larger, more capable Pro model begins at €899. Both run Android 12 and represent Google's most direct challenge yet to the iPhone 13 and Galaxy S series.

Tensor was announced in August by Rick Osterloh, Google's head of hardware, who framed the move as a natural evolution. The chip was designed from the ground up around machine learning—not where ML is today, but where Google believes it's heading. Monika Gupta, senior director of product management, explained the philosophy at launch: Google's deep expertise in machine learning informed every architectural decision. This isn't just a processor; it's a bet that the future of smartphones belongs to companies that can bake AI directly into silicon.

The hardware itself shows Google thinking in two tiers. The Pixel 6 has a 6.4-inch display; the Pro stretches to 6.7 inches and includes upgraded internals. Both feature Gorilla Glass Victus screens with curved edges and a redesigned camera bar that dominates the rear. The main camera sensor now captures 150 percent more light than the previous generation, a substantial jump. Google introduced Real Tone, a feature aimed at capturing skin tones with greater accuracy across different complexions—a direct response to documented failures in smartphone photography algorithms. Face Unblur and Magic Eraser round out the computational photography suite, each relying on the kind of ML processing Tensor was built to handle.

Battery life has been a persistent weak point for Pixel phones. Google claims both the 6 and 6 Pro will run for more than 24 hours on a single charge, a meaningful improvement if real-world testing bears it out. Both support Qi wireless charging. The phones will ship with Android 12, which Google optimized specifically for Pixel hardware—a luxury of vertical integration that Qualcomm customers don't enjoy.

Software features tied to Tensor reveal Google's strategy. Direct My Call uses speech and language recognition to transcribe automated phone menus in real time, displaying options on screen instead of forcing users to navigate by ear. Wait Times estimates how long you'll hold before reaching a human. These aren't flashy features, but they solve genuine friction points in daily phone use, and they require the kind of on-device processing power that a custom chip makes feasible.

Sabrina Ellis, Google's VP of product management, called the Pixel 6 "the best expression of Android," a statement that carries weight only if the hardware and software are genuinely designed as a unified system. For years, Android manufacturers have been constrained by Qualcomm's roadmap and capabilities. Google now controls both sides of the equation. Whether that translates to a meaningful advantage in the market—whether users actually prefer what Google builds when it has complete freedom—remains the open question. The phones arrive in less than two weeks.

Tensor enables us to make the Google phones we've always envisioned—phones that keep getting better, while tapping the most powerful parts of Google, all in a highly personalised experience.
— Rick Osterloh, Google head of hardware
Pixel 6 is the best expression of Android.
— Sabrina Ellis, Google VP of product management
The Hearth Conversation Another angle on the story
Inventor

Why does Google building its own chip matter? Qualcomm processors work fine in Android phones.

Model

It's about control and speed. When you design the chip and the software together, you can optimize in ways a third-party processor never allows. Apple's been doing this for a decade. Google is finally catching up.

Inventor

But the Pixel 6 costs less than an iPhone 13. How does Google compete on price if it's also designing its own silicon?

Model

Tensor isn't about raw performance benchmarks. It's built specifically for machine learning tasks—image processing, language understanding, on-device AI. Those are expensive to run on general-purpose chips. Google is betting that users care more about what the phone can do than how fast it scores on synthetic tests.

Inventor

The Real Tone feature and Direct My Call sound useful, but are they enough to win customers from Apple or Samsung?

Model

They're not meant to be flashy. They're meant to solve real problems—skin tone accuracy in photos, navigating phone menus without hearing loss. If Google executes well, these become table stakes. If it stumbles, they're just nice-to-haves.

Inventor

What happens if Tensor doesn't deliver in real-world use? If the battery life claims don't hold up?

Model

Then Google has a problem. It can't blame Qualcomm anymore. Every weakness is Google's responsibility now. That's the trade-off of vertical integration—you get full control, but you also own every failure.

Inventor

Is this the beginning of Google becoming more like Apple—a fully integrated hardware-software company?

Model

It's a step in that direction, but Google still relies on Android's openness. Apple controls everything end-to-end. Google is just taking more control of the premium tier. The real test is whether Tensor becomes good enough that other Android makers want to license it, or if it stays a Pixel-only advantage.

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