Frontier SI
The General Intelligence Runway
Powerful for reasoning, coding, creation and tool use, but uneven across whole missions. People still set direction, verify results and exercise judgment.
AMERICAN
SUPER INTELLIGENCE INDEX
THE CAPABILITY SCALE FIELD GUIDE / 04
What does a score mean? Where do today’s leaders stand? A plain-language guide to the six stages.
The American Super Intelligence Index is a guide to what broadly available systems can do. We use Super Intelligence (SI), as the name for the wider field. That does not mean every model on the board is already superhuman.
A score records capability at a particular moment. The current leaderboard is the October 14, 2026 snapshot. Each entry includes a score, relative speed and cost tiers, a recorded date, and an entry status. Nationality adds no points.
The stage names belong to this publication’s framework. They are not scientific certification, a safety rating, or a promise that a model will suit every job. Think of the scale as a guide to the horizon, not a guarantee.
General Intelligence (GI) names the broad-capability stages below. The Roman numerals I, II and III distinguish levels within this publication’s framework. The six stages describe increasingly broad, capable, and reliable systems. They are not a calendar. Equal spacing on the chart does not mean equal effort—or equal time—to reach the next stage. Ranges include their lower limit and stop before the next: 20–<40 means 20 to under 40. 100+ means 100 and above.
The General Intelligence Runway
Powerful for reasoning, coding, creation and tool use, but uneven across whole missions. People still set direction, verify results and exercise judgment.
Human-Level General Intelligence
Adapts to unfamiliar work, plans and completes multi-step tasks, uses tools and delivers broadly competent results with limited oversight. This is a category on our scale, not independent certification of General Intelligence.
Expert General Intelligence
Matches strong human specialists across many fields, exceeds them in some and transfers insight between fields without losing rigor.
Exceptional General Intelligence
Surpasses nearly every individual human across most cognitive work and repeatedly produces original discoveries, designs and strategies that withstand scrutiny. An intriguing idea alone is not a discovery.
Superhuman General Intelligence
Exceeds the best individual human experts across virtually all cognitive work and sustains complex, long-running projects with extraordinary reliability.
Civilization-Scale General Super Intelligence
Surpasses even large, well-coordinated teams of human experts across virtually all cognitive work, operating at machine speed and scale. It would not mean knowing everything or escaping physical limits. The 100-point threshold is not a ceiling. No model on the current board reaches it.
The active board covers systems broadly available through a product, application programming interface (API), platform, or another public channel on standard terms. Private internal models, invitation-only research previews, and systems that need specially restricted infrastructure sit outside it.
A system withdrawn from public availability belongs in the historical record rather than the active board. This snapshot records the board as of October 14, 2026; it does not promise that every entry is still available today.
We write about American leadership, but nationality is not a scoring factor. And a five-model snapshot is not a survey of every system in the world.
A quick reference for the index and its coverage. Official company, product and program names stay intact; we do not invent expansions for brand names.
Names checked against Stanford HAI, NSF’s NAIRR page, NVIDIA’s NPP documentation, the USFP announcement, Project MONAI, NASA’s GALEX page, FIMS research, the SPEAR instrument paper and RISC-V International.
Published is when an article or guide first appeared here. Updated identifies a dated revision; its note describes the scope. A presentation edit does not mean every historical claim was rechecked that day.
Benchmark snapshot is the date of the recorded model results—currently October 14, 2026. Publishing a new story or revising wording does not rerun the benchmark. Source documents may have their own earlier dates.
The news archive is newest first by original publication, not by later cosmetic edits.
No. It is a capability score on this index’s scale. It is not a percentage of progress, probability or timeline.
Yes, within a domain. Specialized depth and general breadth are distinct dimensions. A strong domain result does not automatically establish GSI.
No model in this index reaches the 100-point GSI threshold. This publication makes no claim that GSI has been achieved.
Yes. The public results JSON includes the recorded scores and metadata.