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FusionBenchmark

Coverage

What the dataset does not know, and what would close each gap.

Gaps 6

  1. 769 of 1,264 sources are the operator describing itself

    Only 59 are independent. A company's own site is evidence of what it says, not of whether it is true. This is the biggest weakness in the dataset, and it is structural: operator sites are what exists publicly, and independent checks mean peer-reviewed papers and regulator dockets, one record at a time.

    What would close it: Peer-reviewed sources per claim. NIF is the worked example — press said 3.15 MJ, the published paper said 3.1 ± 0.16.

  2. 59 of 733 figures verified

    Verified means the source was opened in a verification run and confirmed the figure. Everything else is recorded faithfully from its source but has not been independently checked by us.

    What would close it: Verification passes.

  3. No organisation record is verified as a whole

    256 of 477 have their name, website and summary checked against the archived page instead. That check does not confirm classification (sector, approach, fuel, country, founding year), because nothing on a company's own homepage shows that we classified it correctly.

    What would close it: A domain agent reviewing classification against evidence, not more automation.

  4. 19 of 36 registered metrics are in use

    The other 17 are modelled and empty; they are listed below. Triple product has 27 figures, and 1 is promoted to achieved, because the same-plasma condition is hard to confirm from public sources.

    What would close it: Primary-source capture per device. This is the work that would make the benchmark better than Wikipedia rather than equal to it.

  5. 350 of 350 vocabulary terms have a written definition

    Undefined terms are never published in the glossary — a label the site cannot explain is a classification it has not earned. Every term currently attached to a record is defined.

    What would close it: Writing them. Domain terms need a domain author, not a template.

  6. 66 of 307 facilities hold no figure at all

    49 are fusion devices and 17 are fission reactors. Where the source is the IAEA survey, its general-information table carries only type, status and ownership, with no radius, field or pulse length. The emptiness is what the source says, not a failure of extraction.

    Facilities with no figure, by recorded approach
    ApproachFacilities
    Magnetic mirror9
    Field-reversed configuration7
    Inertial confinement6
    Fission, reactor type not established4
    Spherical tokamak4
    Z-pinch4
    Tokamak4
    Sodium fast reactor3
    Pressurised water reactor3
    Magnetic confinement3
    Stellarator3
    Not classified2
    Water-cooled2
    Reversed-field pinch2
    Magnetized target2
    Fusion, approach not established2
    Fluoride salt-cooled high-temperature reactor1
    Boiling water reactor1
    Molten salt reactor1
    Projectile-driven1
    Levitated dipole1
    Inertial electrostatic confinement1

    What would close it: Operator publications per device. Absence here is honest, not lazy.

Source independence

Every source, by how far it stands from the claim it supports.

Sources by independence
IndependenceSourcesShareWhat it means
independent595%Peer-reviewed papers, regulators, registries with no stake in the claim
operator76961%The subject describing itself. Evidence of what it says, not of whether it is true
aggregator37229%Restating someone else. Repetition is not corroboration
unknown645% Independence not established. Recorded conservatively rather than guessed
Total1,264

Metrics modelled but empty 17

Metrics in the registry with no figure behind them. Each is a specific, nameable gap.

  • Capsule gain
  • Engineering gain (Qeng)
  • Lawson parameter (nτE)
  • Neutron yield per shot
  • Repetition rate
  • Peak field on coil
  • Tritium breeding ratio
  • HTS tape critical current
  • Fuel enrichment
  • Refuelling interval
  • Core outlet temperature
  • Capacity factor
  • Overnight capital cost
  • Levelised cost of energy
  • Headcount
  • Cumulative funding raised
  • Patent families

Totals

Record totals
RecordCount
Organizations 477
Facilities 307
Measurements 733
Sources 1,264
Deals 98
Milestones 30
Countries 72
Vocabulary terms 350
Defined terms 350

These figures are generated from the dataset at build time, not maintained by hand, so they cannot drift from what the site actually holds. See the changelog for what has changed and why.