Tesla Cortex

Tesla's AI training clusters · Giga Texas, Austin · Owned and run by Tesla

Tesla trains FSD, Cybercab and Optimus on two Nvidia clusters at Giga Texas. Cortex 1 and Cortex 2 drew about 225 MW in Q3 2026, and Dojo, Tesla's own training computer, was shut down in August 2025; its name lives on as D3, a chip for orbital compute.

Tesla training compute in Texas by quarter, in megawatts, with the Q3 2026 split between Cortex 1, Cortex 2 and other sites, and the path from bought Nvidia chips to Tesla-built chips TESLA TRAINING COMPUTE, MW 0 100 200 300 400 115 END 2025 135 Q1 2026 260 Q2 2026 265 Q3 2026 ~400 2026 TARGET Cortex 1 Cortex 2 Other sites Not split CHIPS: FROM BOUGHT TO BUILT NVIDIA H100Cortex 1In production NVIDIACortex 2Model undisclosed AI5 AND AI6TSMC, SamsungCars, Optimus TERAFABTest chip 2027D3 for orbit
Training power, Q3 2026
About 265 MW
Clusters at Giga Texas
Cortex 1, Cortex 2
2026 year-end target
About 400 MW
Ground Dojo cluster
None since 2025
Tesla chips in Cortex
Not announced
Hub
Deployments

The clusters

Two Nvidia Clusters at Giga Texas, and No Cortex 3 Yet

Both Cortex clusters sit on the Giga Texas campus in Austin. Tesla reports their power in its quarterly decks; it does not report facility power, cooling design or the GPU model in Cortex 2.

  • Cortex 1
  • Cortex 2
  • Other sites
Tesla training clusters, Q3 2026
ClusterMW in productionComputeStatus
Cortex 1South end of Giga Texas, AustinMore than 105More than 100,000 H100-equivalents; Nvidia H100In production since late 2024
Cortex 2North side of Giga Texas, AustinMore than 120More than 130,000 H100-equivalents (April 2026); GPU model not disclosedEarly ramp April 2026; in production by October 2026
Other training computeSites not namedAbout 40Not disclosedIn production

Cortex 1 began as about 50,000 Nvidia H100s, completed in late 2024; the 2024 plan also called for 20,000 units of Tesla hardware. Musk's August 2024 video tour showed large fans and Supermicro liquid-cooled racks.

Tesla has not announced a Cortex 3. Its plan to reach about 400 MW by the end of 2026 does not say where the added capacity goes. Fan sites report a 200 MW permit, temporary chillers and onsite Megapacks for Cortex 2, and a 500 MW build-out; Tesla's own Q3 figure of about 120 MW for Cortex 2 does not support the larger numbers. See Tesla Giga Texas on AustinIO.

Growth

Texas Training Power More Than Doubled in the First Half of 2026

Tesla training compute in Texas, MW
DateMWNotes
End of 2025About 115Tesla reported compute in H100-equivalents: more than 100,000 at Cortex 1
End of Q1 2026About 135Cortex 2 in early ramp at more than 130,000 H100-equivalents
End of Q2 2026About 260Tesla switches to reporting megawatts
Q3 2026About 265Cortex 1 more than 105, Cortex 2 more than 120, other sites about 40
End of 2026 (target)About 400Location of the added capacity not stated

Tesla cut its 2026 capital spending guidance from more than $25B to about $20B, with $13.0B spent through the first nine months. It does not break out AI compute; research and development costs rose partly from depreciation on the new compute.

Cybercab and Optimus

Tesla Does Not Publish How Compute Splits Between Cybercab and Optimus

Tesla says Cortex 2 "supports the development of both vehicle and humanoid robot autonomy software." It has given no share by cluster or by program.

What Tesla has said about each workload
ClusterCybercab and FSDOptimus
Cortex 1FSD training, the job it was built for in 2024Not disclosed
Cortex 2Yes, Tesla saysYes, Tesla says
Share of computeNot disclosedNot disclosed
  • Cybercab and FSD share one model line: HW4 cars run distilled versions of the models trained for Cybercab.
  • Optimus gets the AI5 computer around April 2027, Musk says.
  • Headlines calling Cortex 2 an Optimus supercomputer trace to news aggregators, not to Tesla.

What happened to Dojo

Dojo Ended in 2025; the Name Moved to an Orbital Chip

  • 2021: Tesla unveils Dojo and its D1 chip at AI Day.
  • 2023: Dojo production begins in July.
  • January 2024: Tesla pledges $500M for a Dojo cluster at Giga New York in Buffalo.
  • August 2025: Tesla shuts Dojo down. Musk: "all paths converged to AI6," and Dojo 3 "lives on in the form of a large number of AI6."
  • January 2026: Musk restarts Dojo 3, saying "AI7/Dojo3 will be for space-based AI compute."
  • April 2026: Tesla's Q1 deck lists Dojo 3 custom silicon under development to cut training cost.
  • October 2026: Dojo is not mentioned on the Q3 call. No ground Dojo cluster runs.
Dojo architecture, retired
ElementSpecificationRole
D1 chip7 nm TSMC, 362 TFLOPS, 354 training nodesTesla's own training accelerator
Training tile25 D1 chips, about 9 PFLOPSBuilding block for cabinets
Cabinet12 tiles with power and liquid coolingRack-scale unit
ExaPOD10 cabinets, about 1.1 EFLOPSCluster-scale unit

Chips and Terafab

Tesla Plans Its Own Chips, but Not Yet for Cortex

  • AI5: Tesla's next computer for cars and Optimus, made by TSMC and Samsung. Design finished April 2026; volume around 2027. Tesla claims 50 times the performance of AI4.
  • AI6: made by Samsung under a $16.5B contract, for cars, Optimus and data-center training.
  • D3 (Dojo 3, also called AI7): a chip for orbital compute, shown on Terafab slides powering 100 kW "AI Sat Mini" satellites launched by Starship. No published specifications.
  • Terafab: a chip-fab project of Tesla and SpaceX, launched March 2026. A research fab next to Giga Texas commissions tools in the first half of 2027, with a first test chip around mid-2027 and volume production late 2028, Musk says. SpaceX plans a larger plant in Grimes County, Texas. See Giga Texas Terafab and Terafab Grimes County on AustinIO.

Musk says about 20% of Terafab output would serve ground uses such as FSD and Optimus, and the rest space and orbital data centers. Tesla has not said Cortex will run Tesla-made chips; AI6 is the only Tesla chip it has named for data-center training, and it comes from Samsung, not Terafab.

Inference

Driving Runs in the Car; Grok Runs on SpaceX Servers

  • FSD and Cybercab: inference runs on the car's own computer, AI4 today. Tesla has published no figures for data-center inference serving the robotaxi fleet.
  • Fleet compute: on using idle cars and Megapacks as distributed compute, Musk said it is "still early days," with more clarity in the first half of 2027.
  • Grok in Tesla vehicles: runs on SpaceXSI servers, not in the car. See SpaceX Colossus.

See Vehicles and Devices.

Record

Dataset Record

Dataset
Tesla training clusters and compute by quarter; Cortex 1 and 2 also listed under live capacity on Largest Data Centers in the US
Sources
Tesla quarterly updates and earnings calls, SEC filings, TechCrunch, Interesting Engineering, TechRadar, Not a Tesla App, TeslaNorth, Converge Digest, Manufacturing Dive, Spectrum News Buffalo, WRVO
Last verified
October 2026