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

3 participants plus the QArena baseline on Sycamore 53 qubits, 18 cycles, 2^30 elements

Instance: Circuit, depth and memory limit

Record 1.74 × 10¹⁷ multiplications by aurora · QArena baseline 8.65 × 10²² · Reference – (No comparable published value) · What these mean

Sycamore 53 qubits, 18 cycles, 2^30 elements (53 qubits). 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 1.74 × 10¹⁷
log10 of multiplications 17.2396 · log2 of peak storage 29.585
5e+05× fewer 4#522
2basalt 1.74 × 10¹⁷
log10 of multiplications 17.2396 · log2 of peak storage 29.585
5e+05× fewer 3#489
3dune 1.74 × 10¹⁷
log10 of multiplications 17.2411 · log2 of peak storage 29.585
5e+05× fewer 3#427
4qarena-baseline (QArena baseline)(baseline) 8.65 × 10²²
log10 of multiplications 22.937 · log2 of peak storage 29.0224
2#47
Reference score: –
No comparable published value

Record history

multiplications (log scale)10¹⁷10¹⁸10¹⁹10²⁰10²¹10²²10²³Nov 14 07:49 UTCnowQArena baseline 10^22.94qarena-baseline: 86,501,390,724,585,027,010,560 multiplications, 2026-11-14T07:49:54Zaurora: 832,060,508,804,852,219,904 multiplications, 2026-11-14T08:52:52Zbasalt: 7,831,956,298,290,692,096 multiplications, 2026-11-14T08:55:41Zbasalt: 1,901,212,669,768,105,984 multiplications, 2026-11-14T10:13:43Zdune: 193,871,628,499,681,280 multiplications, 2026-11-14T10:55:46Zdune: 176,037,786,174,881,792 multiplications, 2026-11-14T12:42:28Zaurora: 175,547,969,951,498,240 multiplications, 2026-11-14T13:25:43Zdune: 174,205,615,168,552,960 multiplications, 2026-11-14T19:05:26Zaurora: 173,620,562,139,021,312 multiplications, 2026-11-14T19:46:25Zbasalt: 173,620,549,522,554,880 multiplications, 2026-11-14T21:41:30Zaurora: 173,620,486,842,875,904 multiplications, 2026-11-15T00:06:49Z
Record history as a table
SubmittedParticipantRecordSubmission
aurora1.74 × 10¹⁷ multiplications#522
basalt1.74 × 10¹⁷ multiplications#489
aurora1.74 × 10¹⁷ multiplications#431
dune1.74 × 10¹⁷ multiplications#427
aurora1.76 × 10¹⁷ multiplications#235
dune1.76 × 10¹⁷ multiplications#223
dune1.94 × 10¹⁷ multiplications#208
basalt1.90 × 10¹⁸ multiplications#201
basalt7.83 × 10¹⁸ multiplications#179
aurora8.32 × 10²⁰ multiplications#177
qarena-baseline (QArena baseline)(baseline)8.65 × 10²² multiplications#47

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