2026-09-03
The deck
The story
VISION is No. 66. Both documents say will.
The Texas A&M University System's AI supercomputer. Two pages say who it is for.
What was run, and what was rated.
TOP500 records 34.82 PFlop/s measured and 51.16 PFlop/s theoretical peak. The System's newsroom quoted the measured one.
Count the holes. There are 95.
Tarleton State counts 95 NVIDIA DGX nodes and 760 NVIDIA H200 graphics processing units. TOP500 lists 110,960 cores.
"We did not fund VISION for bragging rights. We funded it because Texas needs answers faster,"
The System's newsroom says its Board of Regents approved 45 million dollars for advanced computing infrastructure. No meeting date is published.
Look through the hole at what it did.
compounds screened in one drug discovery project, in about a week.
The System's newsroom quotes the chancellor on the same machine. He says VISION gives 12 universities and eight state agencies "access to computing power that most institutions could never build alone".
The documentation for the same machine says access is invitation-only and approved via TAMUS governance. The testing page says the beta is being finalized as they prepare for general availability.
"Features and tools are evolving; beta may not guarantee full support or capacity" QUOTED FROM DOCS.VISION.TAMUS.EDU · VISION.TAMUS.EDU/TESTING
Not one of them is punched.
How many researchers can use it today is not published. The documentation states the access rule and states no number.
Who gets in next, and when.
The testing page says onboarding is expected to begin in the coming weeks, starting with institutions that finished integration.
The front page is actively seeking beta testing participants.
What was verified
The TOP500 list credits the machine to the Texas A&M University System rather than to one campus.
Site: Texas A&M University System URL: https://vision.tamus.edu
The System says VISION entered the list at number 66 in the world.
Ranked No. 66 in the world, VISION now stands in elite company among national laboratories, major research institutions and global technology leaders.
The list records the measured Linpack result and the theoretical peak side by side.
Linpack Performance (Rmax) 34.82 PFlop/s Theoretical Peak (Rpeak) 51.16 PFlop/s
The System states the measured figure in its own words.
VISION posted 34.82 petaflops of measured performance.
The list records the core count and the processor the cores sit in.
Cores: 110,960 Processor: Xeon Platinum 8480C 56C 3.8GHz
The machine is 95 nodes carrying 760 graphics processors.
The supercomputer features 95 NVIDIA DGX nodes, 760 NVIDIA H200 graphics processing units and high-speed storage designed for data-intensive work.
The System names the building the machine sits in and says who it is for.
The system is housed at the West Campus Data Center at Texas A&M University and will support researchers across the A&M System.
The System attributes the money to its governing board.
The ranking validates the A&M System's $45 million investment in advanced computing infrastructure, approved by the Board of Regents.
The chancellor names who the machine is for.
VISION gives our 12 universities and eight state agencies access to computing power that most institutions could never build alone.
The board chairman says what the money was for.
We did not fund VISION for bragging rights. We funded it because Texas needs answers faster,
The machine's own documentation states the present access rule.
Access is invitation-only and approved via TAMUS governance
The same documentation names the phase the machine is in.
Current Status: Controlled Beta
The machine's own site states who it will eventually be open to.
VISION will be available to researchers of all disciplines across the entire Texas A&M System.
The front page is still recruiting for the beta.
We are now actively seeking beta testing participants to help us refine and optimize the system before its wider release.
The testing page says that same beta is closing.
The VISION beta program is currently being finalized as we prepare for General Availability (GA).
The testing page states when wider access starts and who goes first.
General Availability onboarding is expected to begin in the coming weeks, beginning with institutions that have completed the technical integration requirements necessary to access VISION services.
The machine's own site declines the ranking language its System uses.
one of the highest-performing AI supercomputers at any North American university
The machine's own use cases page states the size of one screening run on it.
large-scale virtual screening of approximately 10.4 million compounds
Tarleton State reports researchers screened more than ten million compounds in about a week.
In one drug discovery project, Texas A&M researchers screened more than 10 million compounds in about a week.
The documentation states what the beta does not promise.
Features and tools are evolving; beta may not guarantee full support or capacity