Research & Reports

Long-form analysis, papers, benchmark notes, and data-backed conclusions from Pantheon GPU testing.

This section collects published articles, papers, benchmark notes, and data-backed conclusions.

Featured

• Tracing the Tensor Lineage: How Ampere, Hopper, and Blackwell Scale at the Silicon Level
• Silicon Segregation: What Low-Level Telemetry Reveals About Enterprise vs. Consumer GPUs

Archive

Date	Title	Topic	Data
May 2026	Tracing the Tensor Lineage	Ampere, Hopper, and Blackwell silicon scaling	Pantheon low-level benchmark runs
May 2026	Silicon Segregation	Enterprise vs. consumer GPU telemetry	Pantheon low-level benchmark runs

Suggested Report Format

Use this structure for new reports:

• Summary: the main conclusion in a few sentences.
• Method: hardware, driver, Pantheon version, duration, and test options.
• Data: tables, charts, or linked raw benchmark files.
• Findings: the important results and any caveats.
• Conclusion: what the result means for users or hardware evaluators.