Best known per-copy exponent γ for each orbit. Lower is better; a line steps down when a submission improved that orbit's best bound.
Ranked by records held. A record needs a bound the pipeline could check, so cited literature values never take one.
Every γ below is published, except for CS and T₅, where no exponent has been published for the orbit and the single-copy product bound stands in. 2 of the 8 published exponents have been beaten here.
| orbit | published ≤ | best here | progress | record held by | |
|---|---|---|---|---|---|
| Strange | qutrit | 0.3155 | 0.3155 | needs χ ≤ 7 at m=6→ 0.2952 | χ ≤ 2 at m=2 lean |
| Norrell | qutrit | 0.4206 | 0.4192 | beaten by 0.0014 | χ ≤ 10 at m=5 verified |
| H₃ | qutrit | 0.4206 | 0.4206 | needs χ ≤ 15 at m=6→ 0.4108 | χ ≤ 4 at m=3 lean |
| T₃ | qutrit | 0.5000 | 0.5000 | needs χ ≤ 8 at m=4→ 0.4732 | χ ≤ 3 at m=2 lean |
| H-type | qubit | 0.3962 | 0.4170 | needs χ ≤ 6 at m=7→ 0.3693 | χ ≤ 18 at m=10 lean |
| BK T-type | qubit | 0.3962 | 0.3907 | beaten by 0.0056 | χ ≤ 15 at m=10 verified |
| √T | qubit | 0.5000 | 0.5121 | needs χ ≤ 7 at m=6→ 0.4679 | χ ≤ 12 at m=7 verified |
| CS | two-qubit | 1.0000 | 0.7925 | beaten by 0.2075 | χ ≤ 3 at m=2 verified |
| T₅ | ququint | 0.6826 | 0.5000 | beaten by 0.1826 | χ ≤ 5 at m=2 lean |
| magic cat | m qubits | 0.3962 | 0.3962 | needs χ ≤ 6 at m=9→ 0.3693 | χ ≤ 3 at m=6 verified |
Best bound on per orbit and copy count, or per family and qubit count. Matching upper and lower bounds settle a cell.
| bound | orbit | m | rank | γ | tier | attribution |
|---|---|---|---|---|---|---|
| Strange | 1 | 2 | — | lean | @vprusso · stabrank verify_challenge | |
| Strange | 1 | 2 | 0.6309 | lean | @FarLab @vprusso · arXiv:2605.28586 | |
| Strange | 2 | 2 | — | lean | @vprusso · stabrank PR #19 | |
| Strange | 2 | 2 | 0.3155 | lean | @FarLab @vprusso · arXiv:2605.28586, Theorem 2 | |
| Strange | 3 | 4 | — | reproduced | @FarLab @vprusso · arXiv:2605.28586 | |
| Strange | 3 | 4 | 0.4206 | lean | @FarLab @vprusso · arXiv:2605.28586 | |
| Strange | 4 | 4 | — | reproduced | @FarLab @vprusso · arXiv:2605.28586 | |
| Strange | 4 | 4 | 0.3155 | lean | @FarLab @vprusso · arXiv:2605.28586 | |
| Strange | 5 | 4 | — | reproduced | @vprusso · stabrank rank_exclusion.py | |
| Strange | 5 | 5 | — | reproduced | @vprusso · stabrank slice_lift.py | |
| Strange | 5 | 6 | — | attested | @vprusso · stabrank-research, round 33 (attacks/round33-strange-rank5) | |
| Strange | 5 | 8 | 0.3786 | lean | @vprusso · product of board witnesses | |
| Strange | 6 | 5 | — | reproduced | @vprusso · stabrank verify_challenge | |
| Strange | 6 | 6 | — | attested | @vprusso · stabrank-research, round 33 (attacks/round33-strange-rank5) | |
| Strange | 6 | 8 | 0.3155 | lean | @FarLab @vprusso · arXiv:2605.28586 | |
| Strange | 7 | 5 | — | reproduced | @vprusso · stabrank verify_challenge | |
| Strange | 7 | 6 | — | attested | @vprusso · stabrank-research, round 33 (attacks/round33-strange-rank5) | |
| Strange | 7 | 16 | 0.3605 | verified | @vprusso · stabrank research/constructions/product_witness.py | |
| Strange | 8 | 5 | — | reproduced | @vprusso · stabrank verify_challenge | |
| Strange | 8 | 6 | — | attested | @vprusso · stabrank-research, round 33 (attacks/round33-strange-rank5) | |
| Strange | 8 | 16 | 0.3155 | verified | @vprusso · stabrank research/constructions/product_witness.py | |
| Norrell | 1 | 2 | — | verified | @vprusso · stabrank verify_challenge | |
| Norrell | 1 | 2 | 0.6309 | verified | @vprusso · stabrank research/constructions/data | |
| Norrell | 2 | 3 | — | lean | @vprusso · stabrank PR #18 | |
| Norrell | 2 | 3 | 0.5000 | lean | @FarLab @vprusso · arXiv:2605.28586 | |
| Norrell | 3 | 4 | — | reproduced | @FarLab @vprusso · arXiv:2605.28586 | |
| Norrell | 3 | 4 | 0.4206 | lean | @FarLab @vprusso · arXiv:2605.28586 | |
| Norrell | 4 | 3 | — | reproduced | @vprusso · stabrank rank_exclusion_codes.py | |
| Norrell | 4 | 5 | — | reproduced | @vprusso · stabrank slice_lift.py | |
| Norrell | 4 | 6 | — | attested | @vprusso · stabrank research/qutrit_m4_rank5 | |
| Norrell | 4 | 7 | — | attested | @vprusso · stabrank research/n4_rank6 | |
| Norrell | 4 | 7 | 0.4428 | lean | @FarLab @vprusso · arXiv:2605.28586 | |
| Norrell | 5 | 7 | — | attested | @vprusso · stabrank research/n4_rank6 | |
| Norrell | 5 | 10 | 0.4192 | verified | @vprusso · this repository (stabrank-research, round 28 letter lifts) | |
| Norrell | 5 | 12 | 0.4524 | verified | @vprusso · stabrank research/constructions/product_witness.py | |
| Norrell | 6 | 7 | — | attested | @vprusso · stabrank research/n4_rank6 | |
| Norrell | 6 | 16 | 0.4206 | verified | @vprusso · stabrank research/constructions/product_witness.py | |
| H₃ | 1 | 2 | — | verified | @vprusso · stabrank verify_challenge | |
| H₃ | 1 | 2 | 0.6309 | verified | @vprusso · stabrank research/constructions/data | |
| H₃ | 2 | 3 | — | lean | @vprusso · stabrank PR #18 | |
| H₃ | 2 | 3 | 0.5000 | lean | @FarLab @vprusso · arXiv:2605.28586 | |
| H₃ | 3 | 4 | — | reproduced | @FarLab @vprusso · arXiv:2605.28586 | |
| H₃ | 3 | 4 | 0.4206 | lean | @FarLab @vprusso · arXiv:2605.28586 | |
| H₃ | 4 | 3 | — | reproduced | @vprusso · stabrank rank_exclusion_codes.py | |
| H₃ | 4 | 5 | — | reproduced | @vprusso · stabrank slice_lift.py | |
| H₃ | 4 | 6 | — | attested | @vprusso · stabrank research/qutrit_m4_rank5 | |
| H₃ | 4 | 7 | — | attested | @vprusso · stabrank research/h3_m4_rank6 | |
| H₃ | 4 | 8 | 0.4732 | lean | @FarLab @vprusso · arXiv:2605.28586 | |
| H₃ | 5 | 7 | — | attested | @vprusso · stabrank research/h3_m4_rank6 | |
| H₃ | 5 | 12 | 0.4524 | verified | @vprusso · stabrank research/constructions/product_witness.py | |
| H₃ | 6 | 7 | — | attested | @vprusso · stabrank research/h3_m4_rank6 | |
| H₃ | 6 | 16 | 0.4206 | verified | @vprusso · stabrank research/constructions/product_witness.py | |
| T₃ | 1 | 3 | — | lean | @vprusso · stabrank PR #19 | |
| T₃ | 1 | 3 | 1.0000 | lean | Kocia and Sarovar · arXiv:2003.01130 | |
| T₃ | 2 | 3 | — | lean | @vprusso · stabrank PR #16 | |
| T₃ | 2 | 3 | 0.5000 | lean | Kocia and Sarovar · arXiv:2003.01130 | |
| T₃ | 3 | 6 | — | reproduced | @vprusso · stabrank PR #16 | |
| T₃ | 3 | 7 | — | verified | @vprusso · stabrank PR #41 | |
| T₃ | 3 | 8 | — | attested | @vprusso · stabrank research/t3_rank7 | |
| T₃ | 3 | 8 | 0.6309 | lean | @FarLab @vprusso · arXiv:2605.28586 | |
| T₃ | 4 | 6 | — | reproduced | @vprusso · stabrank cert_t3m3_rank6.py | |
| T₃ | 4 | 8 | — | attested | @vprusso · stabrank research/t3_rank7 | |
| T₃ | 4 | 9 | 0.5000 | lean | @FarLab @vprusso · arXiv:2605.28586 | |
| T₃ | 5 | 6 | — | reproduced | @vprusso · stabrank cert_t3m3_rank6.py | |
| T₃ | 5 | 8 | — | attested | @vprusso · stabrank research/t3_rank7 | |
| T₃ | 5 | 18 | 0.5262 | lean | @vprusso · stabrank sector-state search | |
| T₃ | 6 | 8 | — | attested | @vprusso · stabrank research/t3_rank7 | |
| T₃ | 6 | 27 | 0.5000 | verified | @vprusso · stabrank research/constructions/product_witness.py | |
| H-type | 1 | 2 | — | verified | @vprusso · stabrank verify_challenge | |
| H-type | 1 | 2 | 1.0000 | verified | @vprusso · stabrank research/constructions/data | |
| H-type | 2 | 2 | — | lean | @vprusso · stabrank verify_challenge | |
| H-type | 2 | 2 | 0.5000 | lean | Bravyi, Smith, and Smolin · arXiv:1506.01396 | |
| H-type | 3 | 3 | — | reproduced | @vprusso · stabrank PR #18 | |
| H-type | 3 | 3 | 0.5283 | lean | Bravyi, Smith, and Smolin · arXiv:1506.01396 | |
| H-type | 4 | 3 | — | reproduced | @vprusso · stabrank PR #18 | |
| H-type | 4 | 4 | — | reproduced | @vprusso · stabrank rank_exclusion.py | |
| H-type | 4 | 4 | 0.5000 | lean | @FarLab @vprusso · arXiv:2605.28586 | |
| H-type | 5 | 4 | — | reproduced | @vprusso · stabrank rank_exclusion.py | |
| H-type | 5 | 5 | — | reproduced | @vprusso · stabrank slice_lift.py | |
| H-type | 5 | 6 | — | attested | @vprusso · stabrank research/h5_rank5 | |
| H-type | 5 | 6 | 0.5170 | lean | Bravyi, Smith, and Smolin · arXiv:1506.01396 | |
| H-type | 6 | 4 | — | reproduced | @FarLab @vprusso · arXiv:2605.28586 | |
| H-type | 6 | 6 | — | attested | @vprusso · stabrank research/h6_rank5 | |
| H-type | 6 | 6 | 0.4308 | lean | Qassim, Pashayan, and Gosset · arXiv:2106.07740 | |
| H-type | 6 | 7 | 0.4679 | verified | Bravyi, Smith, and Smolin · arXiv:1506.01396 | |
| H-type | 7 | 6 | — | attested | @vprusso · stabrank research/h6_rank5 | |
| H-type | 7 | 9 | 0.4528 | lean | Kissinger, van de Wetering, and Vilmart · arXiv:2202.09202 | |
| H-type | 8 | 6 | — | attested | @vprusso · stabrank research/h6_rank5 | |
| H-type | 8 | 12 | 0.4481 | lean | Kissinger, van de Wetering, and Vilmart · arXiv:2202.09202 | |
| H-type | 9 | 6 | — | attested | @vprusso · stabrank research/h6_rank5 | |
| H-type | 9 | 18 | 0.4633 | verified | @vprusso · arXiv:2106.07740, arXiv:2202.09202 | |
| H-type | 10 | 6 | — | attested | @vprusso · stabrank research/h6_rank5 | |
| H-type | 10 | 18 | 0.4170 | lean | Kissinger, van de Wetering, and Vilmart · arXiv:2202.09202 | |
| BK T-type | 1 | 2 | — | verified | @vprusso · stabrank verify_challenge | |
| BK T-type | 1 | 2 | 1.0000 | verified | @vprusso · stabrank research/constructions/data | |
| BK T-type | 2 | 2 | — | lean | @vprusso · stabrank verify_challenge | |
| BK T-type | 2 | 2 | 0.5000 | lean | @vprusso · stabrank annealer | |
| BK T-type | 3 | 3 | — | reproduced | @vprusso · stabrank rank_exclusion.py | |
| BK T-type | 3 | 3 | 0.5283 | lean | @vprusso · stabrank annealer | |
| BK T-type | 4 | 3 | — | reproduced | @vprusso · stabrank PR #18 | |
| BK T-type | 4 | 3 | 0.3962 | lean | @FarLab @vprusso · arXiv:2605.28586 | |
| BK T-type | 5 | 3 | — | reproduced | @vprusso · stabrank rank_exclusion.py | |
| BK T-type | 5 | 4 | — | reproduced | @vprusso · stabrank slice_lift.py | |
| BK T-type | 5 | 5 | — | attested | @vprusso · stabrank research/t5_rank4 | |
| BK T-type | 5 | 6 | — | attested | @vprusso · stabrank research/t5_rank5 | |
| BK T-type | 5 | 6 | 0.5170 | lean | @vprusso · product of board witnesses | |
| BK T-type | 6 | 4 | — | reproduced | @vprusso · stabrank verify_challenge | |
| BK T-type | 6 | 5 | — | attested | @vprusso · stabrank research/t5_rank4 | |
| BK T-type | 6 | 6 | — | attested | @vprusso · stabrank research/t5_rank5 | |
| BK T-type | 6 | 6 | 0.4308 | lean | @FarLab @vprusso · arXiv:2605.28586 | |
| BK T-type | 7 | 6 | — | attested | @vprusso · stabrank research/t5_rank5 | |
| BK T-type | 7 | 9 | 0.4528 | verified | @vprusso · stabrank research/constructions/product_witness.py | |
| BK T-type | 8 | 6 | — | attested | @vprusso · stabrank research/t5_rank5 | |
| BK T-type | 8 | 9 | 0.3962 | verified | @vprusso · stabrank research/constructions/product_witness.py | |
| BK T-type | 9 | 6 | — | attested | @vprusso · stabrank research/t5_rank5 | |
| BK T-type | 9 | 15 | 0.4341 | verified | @vprusso · arxiv:2610.17500 (the m=10 identity) and stabrank bounds/qubit_T-m10-upper-15.json | |
| BK T-type | 10 | 6 | — | attested | @vprusso · stabrank research/t5_rank5 | |
| BK T-type | 10 | 15 | 0.3907 | verified | @sjbevins · arxiv:2610.17500 | |
| BK T-type | 10 | 18 | 0.4170 | verified | @vprusso · stabrank research/constructions/product_witness.py | |
| √T | 1 | 2 | — | verified | @vprusso · stabrank verify_challenge | |
| √T | 1 | 2 | 1.0000 | verified | @vprusso · this repository (stabrank-research, round 31 new-orbit survey) | |
| √T | 2 | 3 | — | verified | @vprusso · stabrank verify_challenge | |
| √T | 2 | 3 | 0.7925 | verified | @vprusso · this repository (stabrank-research, round 31 new-orbit survey) | |
| √T | 3 | 4 | — | verified | @vprusso · stabrank verify_challenge | |
| √T | 3 | 4 | 0.6667 | verified | @vprusso · this repository (stabrank-research, round 31 new-orbit survey) | |
| √T | 4 | 4 | — | verified | @vprusso · stabrank verify_challenge | |
| √T | 4 | 5 | — | verified | @vprusso · this repository (stabrank-research, round 33) | |
| √T | 4 | 5 | 0.5805 | verified | @vprusso · this repository (stabrank-research, round 31 new-orbit survey) | |
| √T | 5 | 6 | — | verified | @vprusso · this repository (stabrank-research, round 33) | |
| √T | 5 | 6 | 0.5170 | verified | @vprusso · this repository (stabrank-research, round 33) | |
| √T | 6 | 6 | — | verified | @vprusso · this repository (stabrank-research, round 33) | |
| √T | 6 | 7 | — | attested | @vprusso · this repository (stabrank-research, round 33) | |
| √T | 6 | 12 | 0.5975 | verified | @vprusso · stabrank research/constructions/product_witness.py | |
| √T | 7 | 7 | — | attested | @vprusso · this repository (stabrank-research, round 33) | |
| √T | 7 | 12 | 0.5121 | verified | @vprusso · stabrank autoresearch/run.py on Perlmutter (round 33 of stabrank-research, job 60161156) | |
| CS | 1 | 2 | — | verified | @vprusso · stabrank verify_challenge | |
| CS | 1 | 2 | 1.0000 | verified | @vprusso · stabrank docs/notes/new_orbits_design.md | |
| CS | 2 | 3 | — | verified | @vprusso · stabrank verify_challenge | |
| CS | 2 | 3 | 0.7925 | verified | @vprusso · stabrank docs/notes/new_orbits_design.md | |
| CS | 3 | 3 | — | verified | @vprusso · stabrank verify_challenge | |
| CS | 3 | 4 | — | reproduced | @vprusso · stabrank slice_lift.py | |
| CS | 3 | 6 | 0.8617 | verified | @vprusso · stabrank research/constructions/product_witness.py | |
| T₅ | 1 | 3 | — | lean | @vprusso · stabrank verify_challenge | |
| T₅ | 1 | 3 | 0.6826 | lean | @vprusso · stabrank docs/notes/new_orbits_design.md | |
| T₅ | 2 | 5 | — | reproduced | @vprusso · stabrank docs/notes/new_orbits_design.md | |
| T₅ | 2 | 5 | 0.5000 | lean | @vprusso · stabrank docs/notes/t5q_m2_rank5_exclusion.md | |
| T₅ | 2 | 8 | 0.6460 | lean | @vprusso · stabrank autoresearch/run.py | |
| T₅ | 3 | 5 | — | reproduced | @vprusso · stabrank verify_challenge | |
| T₅ | 3 | 6 | — | attested | @vprusso · stabrank docs/notes/t5_m3_lift_design.md | |
| T₅ | 3 | 15 | 0.5609 | lean | @vprusso · stabrank research/constructions/product_witness.py | |
| T₅ | 4 | 5 | — | reproduced | @vprusso · stabrank verify_challenge | |
| T₅ | 4 | 6 | — | attested | @vprusso · stabrank research/t5_m3_lift | |
| T₅ | 4 | 25 | 0.5000 | lean | @vprusso · stabrank research/constructions/product_witness.py | |
| T₅ | 5 | 6 | — | attested | @vprusso · stabrank research/t5_m3_lift | |
| T₅ | 5 | 75 | 0.5365 | verified | @vprusso · stabrank research/constructions/product_witness.py | |
| magic cat | 2 | 1 | — | verified | Qassim, Pashayan, and Gosset · arXiv:2106.07740 | |
| magic cat | 3 | 2 | — | verified | @vprusso · stabrank verify_challenge | |
| magic cat | 3 | 2 | 1.0000 | verified | Qassim, Pashayan, and Gosset · arXiv:2106.07740 | |
| magic cat | 4 | 2 | — | verified | @vprusso · stabrank verify_challenge | |
| magic cat | 4 | 2 | 0.5000 | verified | Qassim, Pashayan, and Gosset · arXiv:2106.07740 | |
| magic cat | 5 | 3 | — | verified | @MicheldeMessieres · stabrank verify_challenge | |
| magic cat | 5 | 3 | 0.5283 | verified | Qassim, Pashayan, and Gosset · arXiv:2106.07740 | |
| magic cat | 6 | 3 | — | verified | @MicheldeMessieres · stabrank verify_challenge | |
| magic cat | 6 | 3 | 0.3962 | verified | Qassim, Pashayan, and Gosset · arXiv:2106.07740 | |
| magic cat | 7 | 3 | — | cited | Qassim, Pashayan, and Gosset · arXiv:2106.07740 | |
| magic cat | 7 | 4 | — | verified | @MicheldeMessieres · stabrank verify_challenge | |
| magic cat | 7 | 5 | — | attested | @vprusso · stabrank-research, round 31 (attacks/round31-J-lower-bounds) | |
| magic cat | 7 | 6 | 0.5170 | verified | Qassim, Pashayan, and Gosset · arXiv:2106.07740 | |
| magic cat | 8 | 3 | — | cited | Qassim, Pashayan, and Gosset · arXiv:2106.07740 | |
| magic cat | 8 | 4 | — | verified | @MicheldeMessieres · stabrank verify_challenge | |
| magic cat | 8 | 5 | — | attested | @vprusso · stabrank-research, round 31 (attacks/round31-J-lower-bounds) | |
| magic cat | 8 | 6 | 0.4308 | verified | Qassim, Pashayan, and Gosset · arXiv:2106.07740 |