INDEPENDENT PUBLICATION · AMERICAN AMBITION BECOME A FOUNDING SPONSOR NEWS & ANALYSIS / DATED AT PUBLICATION

THE CAPABILITY SCALE FIELD GUIDE / 04

A clear scale.
An ambitious horizon.

What does a score mean? Where do today’s leaders stand? A plain-language guide to the six stages.

What the numbers tell you.

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.

Six stages. No countdown.

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.

0–<20

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.

20–<40

GI-I

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.

40–<60

GI-II

Expert General Intelligence

Matches strong human specialists across many fields, exceeds them in some and transfers insight between fields without losing rigor.

60–<80

GI-III

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.

80–<100

General SI Runway

Superhuman General Intelligence

Exceeds the best individual human experts across virtually all cognitive work and sustains complex, long-running projects with extraordinary reliability.

100+

GSI — General Super Intelligence

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.

A worldwide field, an American perspective.

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.

Terms & abbreviations.

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.

SI
Super Intelligence. Our name for the wider field; using it does not imply every system is already superhuman.
GI
General Intelligence. Broad capability across unfamiliar tasks and fields; GI-I, GI-II and GI-III are stage labels on this index’s scale.
SSI
Specialized Super Intelligence. A system that reliably surpasses the best human experts and institutions, using their best tools, across a substantial part of an important field.
GSI
General Super Intelligence. The 100-point threshold defined above, beyond the strongest coordinated human expert teams—not a capability claimed for today’s board.
AI
Artificial Intelligence. We retain this conventional abbreviation in official names, historical titles, quotations and identifiers; our own generic prose uses Super Intelligence.
API
Application programming interface: a way for software to use another system’s capabilities.
CPU / GPU
Central processing unit / graphics processing unit.
LLM
Large language model.
JSON
JavaScript Object Notation, the structured data format used for our public results.
PC
Personal computer.
FP4
Four-bit floating point, a low-precision number format.
GB / MB / TB
Gigabyte / megabyte / terabyte. GB/s means gigabytes per second; Gb/s means gigabits per second. In the health coverage, TB instead means tuberculosis.
USD / USA / U.S.
United States dollars / United States of America / United States.
AWS / AMD
Amazon Web Services / Advanced Micro Devices.
TSMC
Taiwan Semiconductor Manufacturing Company.
NSF / NASA
National Science Foundation / National Aeronautics and Space Administration.
HAI
Stanford Institute for Human-Centered AI, the source of the AI Index report. AI is expanded above.
NAIRR
National Artificial Intelligence Research Resource. We preserve the program’s official name.
OSS / OCP
Open-source software / Open Compute Project.
HSM
Hardware security module, a device that protects cryptographic keys.
NPP
NVIDIA 2D Image and Signal Processing Performance Primitives, a library for accelerated processing.
USFP
Ultra-Dense Small Form Factor Pluggable, the NVIDIA and Cisco optics form factor.
MONAI
Medical Open Network for AI, the medical-imaging project. AI is expanded above.
GALEX
Galaxy Evolution Explorer, the space telescope.
FIMS / SPEAR
Far-Ultraviolet Imaging Spectrograph / Spectroscopy of Plasma Evolution from Astrophysical Radiation, two names for the ultraviolet instrument discussed in our astronomy coverage.
DNA
Deoxyribonucleic acid.
RISC-V
The open instruction-set architecture, pronounced “risk-five.” RISC means reduced instruction set computer; V is the Roman numeral five.
VERID
VERified Infrastructure for Discovery Laboratories, the project name used in the cited research.

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.

Which date means what?

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.

Questions about the framework.

Does 26.1 mean 26.1% of the way to GSI?

No. It is a capability score on this index’s scale. It is not a percentage of progress, probability or timeline.

Can a specialized system outperform a general model?

Yes, within a domain. Specialized depth and general breadth are distinct dimensions. A strong domain result does not automatically establish GSI.

Has GSI been achieved?

No model in this index reaches the 100-point GSI threshold. This publication makes no claim that GSI has been achieved.

Can I inspect the public snapshot?

Yes. The public results JSON includes the recorded scores and metadata.

Keep exploring

What might come after today’s frontier?

Read the essay