Open benchmark register

Pro Student Quantum Advantage List

Complete, challengeable quantum projects from students, hobbyists, independent researchers, and small teams. Every entry links the official work to a hardware implementation, a classical competitor, and an explicit claim boundary.

What counts here

Local practical advantage means that a measured quantum workflow reached a useful answer faster than a named classical workflow for the same stated task on the resources actually available to the project. It is not proof against every classical algorithm or supercomputer.

A stronger classical result is not a problem for this list. It is a successful challenge. The entry and its classification should change when the evidence changes.

Execution-metric and diagnostic entries are included with separate labels; they do not assert validated time-to-answer advantage.

ProjectScalePrimary quantum timingClassification
1D Fermi-Hubbard120 qubits / 60 sites33.148928 sLocal time-to-answer separation
SU(2) hadron dynamics120 qubits / 60 sites1.425408 sPaper-aligned local separation
Operator Loschmidt Echo Q8080 qubits328 sLocal runtime lower bound
Random Graph Sampling70 qubits19 sDiagnostic only
Floquet-Ising 51q51 qubits41 sPartial task-specific time-to-signal advantage of 8.93x; accuracy is not matched
2D Hubbard Nighthawk72 qubits / 36 sites7 sLocal execution-metric ratio; accuracy unvalidated
Nighthawk RCS61 qubits19 sLocal execution-metric ratio; process fidelity unvalidated
XXZham80 qubits / 80 sites76 sLocal execution-metric ratio; convergence unfinished
Measured charge-density outcome by site for the 120-qubit Fermi-Hubbard hardware run
One of the measured outcomes behind the list: the 120-qubit Fermi-Hubbard charge-density profile. The sector-plus-readout route is diagnostic because postselection discarded 98.9 percent of shots.

Local time-to-answer separation

Fermi-Hubbard dynamics on 120 qubits

A 60-site Fermi-Hubbard hardware workflow produced local charge, spin, and double-occupancy observables and was compared with local MPS and observable-specific Majorana calculations.

Scale
120 qubits / 60 sites
Backend
IBM Kingston through Q-CTRL Fire Opal
Primary timing
33.148928 s
Timing scope
Estimated main plus readout circuit execution; excludes full human and cloud workflow time

Measured comparison. The quantum execution proxy was 272.50x shorter than the local chi=256 MPS wall time for this declared instance.

Quantum result. The hardware produced a full 120-qubit observable profile; raw mean double occupancy was 0.22862549 and readout-corrected mean double occupancy was 0.23067722.

Classical baselines

MethodWall timeStatus
Local quimb MPS with maximum bond dimension chi=2569,033 snot fully converged; maximum bond reached the requested cap
Local Majorana propagation with cutoff 220.96 sfaster than the quantum proxy but visibly inaccurate
Local Majorana propagation with cutoff 41,153.51 sclose to the chi=256 value for this selected observable

Claim boundary

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Paper-aligned local separation

Non-Abelian SU(2) hadron dynamics on 120 active qubits

A Loop-String-Hadron implementation follows a differential hadron signal on a 60-site lattice and compares the quantum route with local circuit-MPS checks and published tensor-network and Pauli-propagation baselines.

Scale
120 qubits / 60 sites
Backend
IBM hardware through Q-CTRL Fire Opal
Primary timing
1.425408 s
Timing scope
Local hardware time including readout circuits; excludes queue, API, compilation, and local analysis

Measured comparison. Both the local circuit checks and the paper-native baselines show a substantial runtime separation under their declared timing definitions.

Quantum result. The local hardware route produced charge-sector and differential-observable data for the 120-qubit circuit family.

Classical baselines

MethodWall timeStatus
Local Aer MPS on compiled QASM34.281305 scompleted local sanity baseline
Local ITensorMPS on compiled QASM174.611 scompleted local sanity baseline
Published Pauli propagation on CPU at step 5477.4471 spublished baseline
Published Pauli propagation on GPU at step 5547.581 spublished baseline
Published ITensor TDVP tensor network at step 5584.092 spublished baseline

Claim boundary

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Local runtime lower bound

Operator Loschmidt Echo on 80 qubits

A tracker-compatible 80-qubit extension estimates an Operator Loschmidt Echo from finite computational-basis samples and compares the complete mitigated hardware action with a bounded tracker-linked BP-TN calculation.

Scale
80 qubits
Backend
IBM Kingston through Q-CTRL Fire Opal
Primary timing
328 s
Timing scope
Complete Fire Opal action wall time for all sixteen mitigated circuits

Measured comparison. The incomplete bond-dimension-64 classical delta half alone exceeded the complete Fire Opal action by more than 2.75x on this machine.

Quantum result. The measured delta/delta0 OLE ratio was 0.74028847 +/- 0.01663657; all eight sample ratios were positive.

Classical baselines

MethodWall timeStatus
Tracker-linked Heisenberg BP-TN at bond dimension 16365.14 snot converged; apparent ratio is not a valid physical estimate
Tracker-linked Heisenberg BP-TN delta half at bond dimension 32342.42 snot converged; value shifted by 86 percent from bond dimension 16
Tracker-linked Heisenberg BP-TN delta half at bond dimension 64901.01 stimeout before producing a result

Claim boundary

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Diagnostic only

Random Graph Sampling on 70 data qubits

A complete 70-data-qubit non-Clifford circuit was sampled on IBM hardware, alongside an independent 70+8-qubit stabilizer-verification workflow and local classical scaling studies.

Scale
70 qubits
Backend
IBM Kingston through Q-CTRL Fire Opal and IBM Runtime
Primary timing
19 s
Timing scope
Provider quantum-seconds for 256 samples from the complete 70-data-qubit circuit; excludes queue and local workflow time

Measured comparison. Hardware returned 256 samples in 19 quantum-seconds, while a local Aer fit projects about 6.89 million years for one 70-qubit sample; sample counts and output quality are not matched.

Quantum result. The complete circuit returned 256 samples. The separate checked dataset retained 4,519 of 184,320 shots and gave a graph-state-prefix point estimate of 0.01217; its predeclared one-sided 95 percent lower-bound test failed. The original restricted-access IBM Boston execution reported substantially stronger effective performance than this independently accessible Kingston reproduction.

Classical baselines

MethodWall timeStatus
Local Qiskit Aer extended-stabilizer fit evaluated at 70 qubits217,512,854,796,362.625 sextrapolated; not measured at 70 qubits and not quality matched
Local ITensorMPS at maximum bond dimension 64205.36 scompleted but strongly truncated and not converged
Local exact MPS anchor at 14 induced qubits3.23 sexact small-width validation; not a 70-qubit baseline

Claim boundary

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Partial task-specific time-to-signal advantage of 8.93x; accuracy is not matched

Floquet-Ising oscillation detection on 51 qubits

A complete 51-qubit IBM Fez PEA/ZNE trajectory detected a reproducible Floquet-Ising oscillation in less declared execution time than a local D=64 PEPS simple-update trajectory for the same coordination-two magnetization.

Scale
51 qubits
Backend
IBM Fez
Primary timing
41 s
Timing scope
QPU execution time for the complete PEA/ZNE route; excludes queueing, orchestration, retrieval, analysis, and classical mitigation processing

Measured comparison. The 41-QPU-second PEA/ZNE route detected the 51-qubit oscillation 8.93x sooner than the 366.17-second local D=64 PEPS-SU trajectory under the declared timing scopes.

Quantum result. The fitted PEA/ZNE period was 4.76 cycles with profile interval 4.62 to 4.92; the fitted oscillation amplitude was about 5.2 conditional fit standard errors, consistent with two independent raw plus M3 trajectories at periods 4.48 and 4.61.

Classical baselines

MethodWall timeStatus
Local Quimb arbitrary-geometry PEPS simple update at D=64366.169545 scomplete; D=40-to-D=64 convergence accepted through cycle 8 only, with cycles 9-16 diagnostic rather than converged
Local Quimb arbitrary-geometry PEPS simple update at D=40118.33 scomplete; used with D=64 to define the low-D convergence window
Published PEPS-BP production calculations at D=512 and D=700not availablepaper baseline; 35.1 hours at D=512 and 599.8 hours at D=700, with late-cycle convergence limitations

Claim boundary

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Local execution-metric ratio; accuracy unvalidated

2D Local Quantum Advantage: 6x6 Hubbard on Nighthawk

A student/hobby project ran full-fermion 6x6 Hubbard circuits on 72 modes and measured charge, spin and doublons. Its local milestone is circa 20x less registered QPU usage than the current laptop-side chi64 MPS kernel time. The timing ratio is measured; numerical accuracy and end-to-end advantage remain unvalidated.

Scale
72 qubits / 36 sites
Backend
IBM Nighthawk (ibm_phoenix), IBM Runtime Sampler
Primary timing
7 s
Timing scope
Registered qpu_charge_time_seconds for the entire paired original/compact job daf6foe42tqs73avhoeg, including training/calibration circuits; not per arm or end-to-end wall time

Measured comparison. The local chi64 kernel took 150.819180 s versus 7 registered QPU s for the complete paired job: 21.55x, or circa 20x. The separate 8-QPU-second job gives 18.85x. This is an execution-metric ratio, not an end-to-end or matched-accuracy speedup.

Quantum result. Readout+TFLO original gave N=31.39633 and D/site=0.090130; compact gave N=31.23064 and D/site=0.077194. Sitewise charge/spin/doublon RMS differences from the uncertified chi64 reference were 0.083889/0.091851/0.050805 (original) and 0.109304/0.125864/0.064116 (compact). Both TFLO holdout checks failed; reconstructed local probabilities reached -0.077303 and -0.092726. These target estimates are unvalidated.

Classical baselines

MethodWall timeStatus
Local Quimb finite-circuit MPS, chi=64, one thread150.81918 scompleted but not converged or certified; reference N=31.9999992 and D/site=0.087896; chi128 was not run
Same chi64 calculation, cold worker156.905497 scompleted; broader timing of the same calculation, not a second independent reference

Official sources

Complete implementation

Access. Nine detailed Edukaizen articles and this register entry are public. The complete source, raw runs and theory archive remain in a private GitHub repository; access requires permission. Admission uses the public project-report route, not a claim that the complete implementation is publicly downloadable.

Claim boundary

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Local execution-metric ratio; process fidelity unvalidated

Nighthawk random-circuit sampling on 61 qubits

The released 61-qubit, 36-cycle circuit returned one million bitstrings on IBM Phoenix in 19 registered QPU seconds. A local chi=128 MPS simulation of the same logical circuit took 1,248.95 seconds for 1,000 bitstrings. This is a 65.7x local execution-metric lead over that circuit-following simulator; process-level fidelity has not been independently matched.

Scale
61 qubits
Backend
IBM Phoenix, Nighthawk r2, IBM Runtime SamplerV2
Primary timing
19 s
Timing scope
Provider QPU usage and charge for one million returned bitstrings; excludes queue, preparation, provider overhead and analysis

Measured comparison. The 19-second QPU usage was 65.7x shorter than the 1,248.95-second local chi=128 MPS run of the released circuit. Its RMS difference from the IBM data across 61 one-bit probabilities was 0.09047, within an exploratory hobby tolerance of 0.10. That low-order check does not establish equal process fidelity. The shot counts and timing scopes also differ.

Quantum result. The IBM job returned one million 61-bit strings. It repeated the released circuit's scale and sampling count, but this project has not independently determined its full-distribution XEB or fidelity. The original paper used mirror and patched-XEB estimators for that purpose.

Classical baselines

MethodWall timeStatus
Local Qiskit Aer MPS, chi=1281,248.951 sRMS difference from IBM across 61 one-bit fractions was 0.09047, inside an exploratory post-measurement 0.10 band; full distribution not validated
Local Qiskit Aer MPS, chi=64173.806 sone-bit RMS difference 0.10923, outside the exploratory 0.10 band
Local Qiskit Aer MPS, chi=81.453 sone-bit RMS difference 0.19505, outside the exploratory 0.10 band

Official sources

Complete implementation

Access. The public repository contains code and article sources. The raw million-shot research data and large binaries were not included in that public release.

Claim boundary

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Local execution-metric ratio; convergence unfinished

XXZham: imbalance dynamics of 80 spins

An IBM Kingston Heron R2 run returned the full 31-point imbalance curve for an 80-spin XXZ chain in 76 registered QPU seconds. Local chi=64, chi=128, chi=256 and chi=512 TEBD runs at dt=1/24 took 130.69 s, 1,503.99 s, 4,571.54 s and 35,432.31 s. These yield descriptive QPU execution-time ratios of 1.72x, 19.79x, 60.15x and 466.21x. The chi=256 to 512 curve change passes both selected refinement limits; the full convergence protocol is unfinished.

Scale
80 qubits / 80 sites
Backend
IBM Kingston, Heron R2, IBM Runtime
Primary timing
76 s
Timing scope
Registered QPU usage for the completed full-curve IBM Kingston job; excludes queue, service overhead and local analysis

Measured comparison. QPU usage of 76 s is shorter than local chi=512 TEBD execution (35,432.31 s) by 466.21x. The source-TN-mean RMSE improves from 0.00514 at chi=256 to 0.00454 at chi=512. The chi=256 to 512 curve change is 0.00267 RMS and 0.00676 at its largest point, within the chosen 0.005 and 0.01 limits. The preceding chi=128 to 256 maximum change failed its limit, and time-step convergence at chi=512 was not tested. This is a measured execution-time contrast, not a matched-quality quantum-advantage result.

Quantum result. The completed IBM job produced all 31 points with RMSE 0.036943 against the stated tensor-network mean. A later 40-second-capped quantum attempt failed and yielded no complete curve.

Classical baselines

MethodWall timeStatus
Local one-thread TEBD, chi=16, dt=1/68.012 sRejected for converged-quality comparison: bond dimension capped at 16 from t=1/3, and the adjacent time-step refinement changed the curve by RMSE 0.024612 and maximum 0.064434, above the 0.005 and 0.01 stability limits
Local refined TEBD, chi=64, dt=1/24130.689498 sRejected for converged-quality comparison: the finest chi and time-step refinements still exceeded the 0.005 RMSE and 0.01 maximum-change stability limits
Local one-thread TEBD, chi=128, dt=1/241,503.989291 sRejected for convergence: relative to chi=64 at the same dt, the curve still changes by 0.00768883 RMS and 0.0215763 maximum, above the 0.005 and 0.01 limits. Accuracy versus the source-curve mean improved to 0.00638163 RMSE and 0.012272 maximum.
Local one-thread TEBD, chi=256, dt=1/244,571.539504 sRelative to chi=128 at the same dt, the curve changes by 0.00447729 RMS (passes 0.005) and 0.0134847 maximum (fails 0.01). Accuracy versus the source-curve mean is 0.00513532 RMSE and 0.0107771 maximum. Time-step convergence at chi=256 was not tested.
Local one-thread TEBD, chi=512, dt=1/2435,432.308621 sFirst chi refinement passing both limits: chi=256 to 512 changes 0.0026748081263094667 RMS and 0.006760126532773029 maximum, within 0.005 and 0.01. Source-mean RMSE 0.004542773006631673. Full convergence unfinished: a second consecutive passing chi refinement and a highest-chi time-step refinement are missing.
Published H200 Pauli propagation1,673.49 sreported source comparison; cannot establish a local laptop speedup

Official sources

Complete implementation

Access. The Edukaizen series is public. The complete project repository is private; full independent reproduction requires access permission.

Claim boundary

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