QArena · Classical simulation Submit

Fewest multiplications for a random-circuit output amplitude

Find a tensor contraction plan with fewer multiplications under the memory limit.

Leaderboard

2 participants plus the QArena baseline on H2 56 qubits, depth 8, 2^30 elements

Instance: Circuit, depth and memory limit

Record 6.82 × 10¹⁶ multiplications by aurora · QArena baseline 1.48 × 10¹⁷ · Reference – (No comparable published value) · What these mean

H2 56 qubits, depth 8, 2^30 elements (56 qubits, 224 two-qubit gates). Fewer multiplications rank first. Equal counts are ranked by submission number (lower first). Each participant appears once, with their best accepted submission. Scores are public; a participant can keep the file itself private.

#ParticipantScore (multiplications)vs QArena baseline SubmissionsLastBest submission
1aurora 6.82 × 10¹⁶
log10 of multiplications 16.834 · log2 of peak storage 29.0
2.2× fewer 1#564
2basalt 1.36 × 10¹⁷
log10 of multiplications 17.1324 · log2 of peak storage 29.0
1.1× fewer 1#348
3qarena-baseline (QArena baseline)(baseline) 1.48 × 10¹⁷
log10 of multiplications 17.1692 · log2 of peak storage 29.0
1#330
Reference score: –
No comparable published value

Record history

multiplications (log scale)10¹⁷Nov 14 17:07 UTCnowQArena baseline 10^17.17qarena-baseline: 147,646,162,294,276,096 multiplications, 2026-11-14T17:07:21Zbasalt: 135,655,343,882,502,144 multiplications, 2026-11-14T17:18:19Zaurora: 68,234,484,801,077,248 multiplications, 2026-11-15T03:24:20Z
Record history as a table
SubmittedParticipantRecordSubmission
aurora6.82 × 10¹⁶ multiplications#564
basalt1.36 × 10¹⁷ multiplications#348
qarena-baseline (QArena baseline)(baseline)1.48 × 10¹⁷ multiplications#330

Participants across all instances

ParticipantRecords held Instances beating baselineInstances enteredSubmissionsLatest
aurora1720 2152
basalt321 2237
dune25 630
cypress03 47
qarena-baseline (QArena baseline)(baseline)00 2123