Results by case and tool

revision 2020 cases13 tools shown
20 cases · 13 comparators shown

Result matrix

Canonical benchmark outcomes by scenario and comparator
CaseGroupMixernativeGoogle OR-Tools CP-SATnativeSocial Golfer OnlinehostedTourneyCard Golf RandomizerhostedGood-Enough GolfershostedGolfSoftware Play AllhostedBarasu-kunhostedOptimal Group GeneratorhostedHexalynativeGurobinativeTeach Arcade Group MakerhostedHalftime Team PairingshostedIIENSTITU Random Group Generatorhosted
Kirkman Schoolgirls 15×5×715p · 5g · 7s · Common mixingOpen in GroupMixerOptimal
best 0median 05/5 valid
Details

5 optimal zero

Optimal
best 0median 05/5 valid
Details

5 optimal zero

Measured 11 October 2026 on an Intel Core Ultra 9 386H; eight pinned CPUs, 8 GiB physical memory, swap disabled. Frozen case-specific OR-Tools 9.15.6755 formulation and parameters.

Feasible
best 88median 885/5 valid
Details

5 feasible

Feasible
best 0median 445/5 valid
Details

4 feasible · 1 optimal zero

Feasible
best 66median 775/5 valid
Details

5 feasible

Unsupported
Details

1 unsupported

The live product does not offer three-person groups, so the 15-person five-group geometry cannot be represented.

Feasible
best 176median 1765/5 valid
Details

5 feasible

Feasible
best 55median 885/5 valid
Details

5 feasible

Unavailable
Details

No runnable licensed environment and reproducible formulation are available for v1.

Unavailable
Details

No runnable licensed environment and reproducible formulation are available for v1.

Feasible
best 66median 775/5 valid
Details

5 feasible

Feasible
best 165median 1965/5 valid
Details

5 feasible

Feasible
best 649median 6495/5 valid
Details

5 feasible

Three golfer foursome rotations28p · 7g · 3s · Common mixingOpen in GroupMixerOptimal
best 0median 05/5 valid
Details

5 optimal zero

Optimal
best 0median 05/5 valid
Details

5 optimal zero

Measured 11 October 2026 on an Intel Core Ultra 9 386H; eight pinned CPUs, 8 GiB physical memory, swap disabled. Frozen case-specific OR-Tools 9.15.6755 formulation and parameters.

Optimal
best 0median 05/5 valid
Details

5 optimal zero

Optimal
best 0median 05/5 valid
Details

5 optimal zero

Optimal
best 0median 05/5 valid
Details

5 optimal zero

Optimal
best 0median 05/5 valid
Details

5 optimal zero

Feasible
best 0median 05/5 valid
Details

2 feasible · 3 optimal zero

Optimal
best 0median 05/5 valid
Details

5 optimal zero

Unavailable
Details

No runnable licensed environment and reproducible formulation are available for v1.

Unavailable
Details

No runnable licensed environment and reproducible formulation are available for v1.

Optimal
best 0median 05/5 valid
Details

5 optimal zero

Feasible
best 3,003median 4,0045/5 valid
Details

5 feasible

Feasible
best 12,012median 12,0125/5 valid
Details

5 feasible

Social Golfer 32×8×1032p · 8g · 10s · Common mixingOpen in GroupMixerOptimal
best 0median 05/5 valid
Details

5 optimal zero

Feasible
best 416median 4405/5 valid
Details

5 feasible at deadline

Measured 11 October 2026 on an Intel Core Ultra 9 386H; eight pinned CPUs, 8 GiB physical memory, swap disabled. Frozen case-specific OR-Tools 9.15.6755 formulation and parameters.

Feasible
best 385median 3855/5 valid
Details

5 feasible

Feasible
best 440median 4515/5 valid
Details

5 feasible

Feasible
best 330median 3415/5 valid
Details

5 feasible

Feasible
best 429median 4515/5 valid
Details

5 feasible

Feasible
best 777median 8125/5 valid
Details

5 feasible

Feasible
best 330median 3635/5 valid
Details

5 feasible

Unavailable
Details

No runnable licensed environment and reproducible formulation are available for v1.

Unavailable
Details

No runnable licensed environment and reproducible formulation are available for v1.

Feasible
best 460median 5555/5 valid
Details

5 feasible

Feasible
best 1,379median 1,5035/5 valid
Details

5 feasible

Feasible
best 1,408median 1,4085/5 valid
Details

5 feasible

Social Golfer 32x8x15 (8-4-15)32p · 8g · 15s · Common mixingOpen in GroupMixerOptimal
best 0median 05/5 valid
Details

5 optimal zero

Optimal
best 0median 05/5 valid
Details

5 optimal zero

Measured 11 October 2026 on an Intel Core Ultra 9 386H; eight pinned CPUs, 8 GiB physical memory, swap disabled. Frozen case-specific OR-Tools 9.15.6755 formulation and parameters.

Optimal
best 0median 05/5 valid
Details

5 optimal zero

Unsupported
Details

1 unsupported

Live TourneyCard 2.0.4 caps schedules at 14 rounds; the canonical case requires 15.

Optimal
best 0median 05/5 valid
Details

5 optimal zero

Optimal
best 0median 05/5 valid
Details

5 optimal zero

Feasible
best 13median 145/5 valid
Details

5 feasible

Optimal
best 0median 05/5 valid
Details

5 optimal zero

Unavailable
Details

No runnable licensed environment and reproducible formulation are available for v1.

Unavailable
Details

No runnable licensed environment and reproducible formulation are available for v1.

Optimal
best 0median 05/5 valid
Details

5 optimal zero

Feasible
best 58median 675/5 valid
Details

5 feasible

Feasible
best 112median 1125/5 valid
Details

5 feasible

Social Golfer 9–5–10 (45×9×10)45p · 9g · 10s · Common mixingOpen in GroupMixerOptimal
best 0median 05/5 valid
Details

5 optimal zero

Feasible
best 1,186median 1,2545/5 valid
Details

5 feasible at deadline

Measured 11 October 2026 on an Intel Core Ultra 9 386H; eight pinned CPUs, 8 GiB physical memory, swap disabled. Frozen case-specific OR-Tools 9.15.6755 formulation and parameters.

Feasible
best 781median 7815/5 valid
Details

5 feasible

Unsupported
Details

1 unsupported

Live TourneyCard 2.0.4 supports group sizes 2 through 4; the canonical case requires groups of 5.

Feasible
best 627median 6935/5 valid
Details

5 feasible

Feasible
best 880median 8915/5 valid
Details

5 feasible

Feasible
best 1,461median 1,5675/5 valid
Details

5 feasible

Feasible
best 649median 6825/5 valid
Details

5 feasible

Unavailable
Details

No runnable licensed environment and reproducible formulation are available for v1.

Unavailable
Details

No runnable licensed environment and reproducible formulation are available for v1.

Feasible
best 1,004median 1,0835/5 valid
Details

5 feasible

Feasible
best 3,105median 3,1515/5 valid
Details

5 feasible

Feasible
best 3,956median 3,9565/5 valid
Details

5 feasible

Six student workshop rotations120p · 12g · 6s · Common mixingOpen in GroupMixerOptimal
best 0median 05/5 valid
Details

5 optimal zero

Feasible
best 597,597median 668,6685/5 valid
Details

5 feasible

Measured 11 October 2026 on an Intel Core Ultra 9 386H; eight pinned CPUs, 8 GiB physical memory, swap disabled. Frozen case-specific OR-Tools 9.15.6755 formulation and parameters.

Feasible
best 95,095median 95,0955/5 valid
Details

5 feasible

Unsupported
Details

1 unsupported

Live TourneyCard 2.0.4 supports group sizes 2 through 4; the canonical case requires groups of 10.

Feasible
best 103,103median 111,1115/5 valid
Details

5 feasible

Unsupported
Details

1 unsupported

The live product is limited to at most 100 participants and does not offer ten-person groups.

Feasible
best 151,151median 159,1595/5 valid
Details

5 feasible

Unsupported
Details

1 unsupported

The live product enforces a maximum of 50 active members.

Unavailable
Details

No runnable licensed environment and reproducible formulation are available for v1.

Unavailable
Details

No runnable licensed environment and reproducible formulation are available for v1.

Feasible
best 197,197median 202,2025/5 valid
Details

5 feasible

Unsupported
Details

1 unsupported

The live product exposes only fixed group sizes 2 through 5, which cannot represent this canonical geometry.

Feasible
best 264,264median 264,2645/5 valid
Details

5 feasible

Small constrained workshop8p · 2g · 3s · ConstrainedOpen in GroupMixerOptimal
best 4median 45/5 valid
Details

5 optimal proven

Measured 11 October 2026 on an Intel Core Ultra 9 386H; eight pinned CPUs, 8 GiB physical memory, swap disabled. Current production browser Auto, eight requested lanes, automatic Extreme handoff and default CP-SAT admission.

Optimal
best 4median 45/5 valid
Details

5 optimal proven

Measured 11 October 2026 on an Intel Core Ultra 9 386H; eight pinned CPUs, 8 GiB physical memory, swap disabled. Frozen case-specific OR-Tools 9.15.6755 formulation and parameters.

Pending verification
Details

Pair-preference and encounter-target semantics require live exact-mapping verification.

Pending verification
Details

Pair-preference and encounter-target semantics require live exact-mapping verification.

Unsupported
Details

1 unsupported

The product cannot express the canonical combination of hard pair rules, weighted pair preferences, encounter targets, and participant attributes; its documented never-pair rule is breakable.

Unsupported
Details

1 unsupported

The live product cannot express canonical hard pair rules or weighted encounter targets.

Unsupported
Details

1 unsupported

The live product cannot express canonical hard pair rules or weighted encounter targets.

Unsupported
Details

1 unsupported

The live product cannot express canonical hard pair rules or weighted encounter targets.

Unavailable
Details

No runnable licensed environment and reproducible formulation are available for v1.

Unavailable
Details

No runnable licensed environment and reproducible formulation are available for v1.

Unsupported
Details

1 unsupported

The visible workflow cannot express the canonical combination of hard pair rules, weighted pair preferences, encounter targets, and participant attributes.

Unsupported
Details

1 unsupported

The visible workflow cannot express the canonical combination of hard pair rules, weighted pair preferences, encounter targets, and participant attributes.

Unsupported
Details

1 unsupported

The visible workflow cannot express the canonical combination of hard pair rules, weighted pair preferences, encounter targets, and participant attributes.

Scout patrol leader rotation8p · 4g · 7s · ConstrainedOpen in GroupMixerFeasible
best 2,000median 2,0005/5 valid
Details

5 feasible at deadline

Measured 11 October 2026 on an Intel Core Ultra 9 386H; eight pinned CPUs, 8 GiB physical memory, swap disabled. Current production browser Auto, eight requested lanes, automatic Extreme handoff and default CP-SAT admission.

Feasible
best 2,000median 2,0005/5 valid
Details

5 feasible at deadline

Measured 11 October 2026 on an Intel Core Ultra 9 386H; eight pinned CPUs, 8 GiB physical memory, swap disabled. Frozen case-specific OR-Tools 9.15.6755 formulation and parameters.

Unsupported
Details

The product cannot express canonical group-visit counts and sliding spacing windows.

Unsupported
Details

The product cannot express canonical group-visit counts and sliding spacing windows.

Unsupported
Details

1 unsupported

The product cannot express canonical group-visit counts and sliding spacing windows.

Unsupported
Details

1 unsupported

The live product cannot express group-visit targets or sliding spacing windows.

Unsupported
Details

1 unsupported

The live product cannot express group-visit targets or sliding spacing windows.

Unsupported
Details

1 unsupported

The live product cannot express group-visit targets or sliding spacing windows.

Unavailable
Details

No runnable licensed environment and reproducible formulation are available for v1.

Unavailable
Details

No runnable licensed environment and reproducible formulation are available for v1.

Unsupported
Details

1 unsupported

The visible workflow cannot express canonical group-visit targets or sliding spacing windows.

Unsupported
Details

1 unsupported

The visible workflow cannot express canonical group-visit targets or sliding spacing windows.

Unsupported
Details

1 unsupported

The visible workflow cannot express canonical group-visit targets or sliding spacing windows.

Canonical station rotation 18×6×618p · 6g · 6s · ConstrainedOpen in GroupMixerOptimal
best 0median 05/5 valid
Details

5 optimal zero

Measured 11 October 2026 on an Intel Core Ultra 9 386H; eight pinned CPUs, 8 GiB physical memory, swap disabled. Current production browser Auto, eight requested lanes, automatic Extreme handoff and default CP-SAT admission.

Optimal
best 0median 05/5 valid
Details

5 optimal zero

Measured 11 October 2026 on an Intel Core Ultra 9 386H; eight pinned CPUs, 8 GiB physical memory, swap disabled. Frozen case-specific OR-Tools 9.15.6755 formulation and parameters.

Unsupported
Details

The product cannot express canonical per-station visit-count targets.

Unsupported
Details

The product cannot express canonical per-station visit-count targets.

Unsupported
Details

1 unsupported

The product cannot express canonical per-station visit-count targets.

Unsupported
Details

1 unsupported

The live product cannot express named-station visit-count targets.

Unsupported
Details

1 unsupported

The live product cannot express named-station visit-count targets.

Unsupported
Details

1 unsupported

The live product cannot express named-station visit-count targets.

Unavailable
Details

No runnable licensed environment and reproducible formulation are available for v1.

Unavailable
Details

No runnable licensed environment and reproducible formulation are available for v1.

Unsupported
Details

1 unsupported

The visible workflow cannot express canonical named-station visit-count targets.

Unsupported
Details

1 unsupported

The visible workflow cannot express canonical named-station visit-count targets.

Unsupported
Details

1 unsupported

The visible workflow cannot express canonical named-station visit-count targets.

Anonymized 57-person sailing trip57p · 5g · 5s · ConstrainedOpen in GroupMixerFeasible
best 1,288median 1,3045/5 valid
Details

5 feasible at deadline

Measured 11 October 2026 on an Intel Core Ultra 9 386H; eight pinned CPUs, 8 GiB physical memory, swap disabled. Current production browser Auto, eight requested lanes, automatic Extreme handoff and default CP-SAT admission.

Feasible
best 1,845median 1,9065/5 valid
Details

5 feasible at deadline

Measured 11 October 2026 on an Intel Core Ultra 9 386H; eight pinned CPUs, 8 GiB physical memory, swap disabled. Frozen case-specific OR-Tools 9.15.6755 formulation and parameters.

Unsupported
Details

The product cannot express the full canonical combination of changing capacities, attributes, placements, encounter targets, and pair rules.

Unsupported
Details

The product cannot express the full canonical combination of changing capacities, attributes, placements, encounter targets, and pair rules.

Unsupported
Details

1 unsupported

The product cannot express the full canonical combination of changing capacities, attributes, placements, encounter targets, and pair rules.

Unsupported
Details

1 unsupported

The live product cannot express changing capacities, placements, pair rules, attributes, or encounter targets.

Unsupported
Details

1 unsupported

The live product cannot express changing capacities, placements, pair rules, attributes, or encounter targets.

Unsupported
Details

1 unsupported

The case exceeds the 50-member limit and the product cannot express changing capacities, placements, pair rules, attributes, or encounter targets.

Unavailable
Details

No runnable licensed environment and reproducible formulation are available for v1.

Unavailable
Details

No runnable licensed environment and reproducible formulation are available for v1.

Unsupported
Details

1 unsupported

The visible workflow cannot express changing capacities, placements, pair rules, attributes, and encounter targets.

Unsupported
Details

1 unsupported

The visible workflow cannot express changing capacities, placements, pair rules, attributes, and encounter targets.

Unsupported
Details

1 unsupported

The visible workflow cannot express changing capacities, placements, pair rules, attributes, and encounter targets.

Partial-attendance keep-apart capacity pressure, 152 participants152p · 12g · 6s · Capability frontierOpen in GroupMixerFeasible
best 2,409median 2,4095/5 valid
Details

5 feasible at deadline

Measured 11 October 2026 on an Intel Core Ultra 9 386H; eight pinned CPUs, 8 GiB physical memory, swap disabled. Current production browser Auto, eight requested lanes, automatic Extreme handoff and default CP-SAT admission.

Feasible
best 2,411median 2,4165/5 valid
Details

5 feasible at deadline

Measured 11 October 2026 on an Intel Core Ultra 9 386H; eight pinned CPUs, 8 GiB physical memory, swap disabled. Frozen case-specific OR-Tools 9.15.6755 formulation and parameters.

Unsupported
Details

The product cannot express the full canonical combination of partial attendance, capacity pressure, attributes, placements, encounters, and hard pair rules.

Unsupported
Details

The product cannot express the full canonical combination of partial attendance, capacity pressure, attributes, placements, encounters, and hard pair rules.

Unsupported
Details

1 unsupported

The product cannot express partial attendance, changing capacity pressure, placements, encounter targets, or canonical hard pair rules.

Unsupported
Details

1 unsupported

The live product exceeds its 100-participant limit and cannot express partial attendance, changing capacities, or hard pair rules.

Unsupported
Details

1 unsupported

The live product cannot express partial attendance, changing capacities, or hard pair rules.

Unsupported
Details

1 unsupported

The case exceeds the 50-member limit and the product cannot express partial attendance, changing capacities, or hard pair rules.

Unavailable
Details

No runnable licensed environment and reproducible formulation are available for v1.

Unavailable
Details

No runnable licensed environment and reproducible formulation are available for v1.

Unsupported
Details

1 unsupported

The visible workflow cannot express the full canonical combination of partial attendance, capacity pressure, attributes, placements, encounters, and session-scoped hard pair rules.

Unsupported
Details

1 unsupported

The visible workflow cannot express the full canonical combination of partial attendance, capacity pressure, attributes, placements, encounters, and session-scoped hard pair rules.

Unsupported
Details

1 unsupported

The visible workflow cannot express the full canonical combination of partial attendance, capacity pressure, attributes, placements, encounters, and session-scoped hard pair rules.

Social Golfer 196x14x14 (14-14-14)196p · 14g · 14s · Capability frontierOpen in GroupMixerFeasible
best 721median 7325/5 valid
Details

5 feasible at deadline

Measured 11 October 2026 on an Intel Core Ultra 9 386H; eight pinned CPUs, 8 GiB physical memory, swap disabled. Current production browser Auto, eight requested lanes, automatic Extreme handoff and default CP-SAT admission.

Error
0/5 valid
Details

5 error

Measured 11 October 2026 on an Intel Core Ultra 9 386H; eight pinned CPUs, 8 GiB physical memory, swap disabled. Frozen case-specific OR-Tools 9.15.6755 formulation and parameters.

Unsupported
Details

1 unsupported live limit

The live hosted beta rejected member 121 with HTTP 422, so its 120-member limit cannot represent this 196-participant case.

Unsupported
Details

1 unsupported

Live TourneyCard 2.0.4 supports group sizes 2 through 4; the canonical case requires groups of 14.

Feasible
best 4,412median 4,4495/5 valid
Details

5 feasible

Unsupported
Details

1 unsupported

The live product exceeds its 100-participant limit and does not offer fourteen-person groups.

Feasible
best 3,638median 3,6805/5 valid
Details

5 feasible

Unsupported
Details

1 unsupported

The live product enforces a maximum of 50 active members.

Unavailable
Details

No runnable licensed environment and reproducible formulation are available for v1.

Unavailable
Details

No runnable licensed environment and reproducible formulation are available for v1.

Feasible
best 4,251median 4,2685/5 valid
Details

5 feasible

Unsupported
Details

1 unsupported

The live product exposes only fixed group sizes 2 through 5, which cannot represent this canonical geometry.

Feasible
best 4,240median 4,2405/5 valid
Details

5 feasible

Minimum-occupancy rotation, 280 participants, 36 groups, 41 sessions280p · 36g · 41s · Capability frontierOpen in GroupMixerOptimal
best 0median 05/5 valid
Details

5 optimal zero

Error
0/5 valid
Details

5 error

Measured 11 October 2026 on an Intel Core Ultra 9 386H; eight pinned CPUs, 8 GiB physical memory, swap disabled. Frozen case-specific OR-Tools 9.15.6755 formulation and parameters.

Unsupported
Details

1 unsupported live limit

The observed hosted beta limit is 120 members, so it cannot represent this 280-participant case.

Unsupported
Details

1 unsupported

Live TourneyCard 2.0.4 caps schedules at 14 rounds and supports only fixed group sizes 2 through 4; this canonical geometry exceeds both limits.

Unsupported
Details

1 unsupported

The product requires one fixed equal group size, while the canonical case has 280 participants across 36 groups with capacities 7 and 8 and 41 sessions.

Unsupported
Details

1 unsupported

The live product exceeds its 100-participant limit and cannot express minimum occupancy or rotation semantics.

Unsupported
Details

1 unsupported

The live product supports at most 26 groups and cannot express minimum occupancy or rotation semantics.

Unsupported
Details

1 unsupported

The case exceeds the 50-member limit and the product cannot express minimum occupancy or rotation semantics.

Unavailable
Details

No runnable licensed environment and reproducible formulation are available for v1.

Unavailable
Details

No runnable licensed environment and reproducible formulation are available for v1.

Feasible
best 99,764median 100,5675/5 valid
Details

5 feasible

Unsupported
Details

1 unsupported

The live product exposes only fixed group sizes 2 through 5, which cannot represent this canonical geometry.

Feasible
best 147,240median 147,2405/5 valid
Details

5 feasible

Hard-infeasible three-person separation triangle3p · 2g · 1s · Proof behaviorOpen in GroupMixerInfeasible, proven
0/1 valid
Details

1 infeasible proven

Infeasible, proven
0/1 valid
Details

1 infeasible proven

Measured 11 October 2026 on an Intel Core Ultra 9 386H; eight pinned CPUs, 8 GiB physical memory, swap disabled. Frozen case-specific OR-Tools 9.15.6755 formulation and parameters.

Unsupported
Details

The product does not expose a certifiable hard-infeasibility proof workflow.

Unsupported
Details

The product does not expose a certifiable hard-infeasibility proof workflow.

Unsupported
Details

1 unsupported

The product treats never-pair constraints as breakable and does not emit hard-infeasibility certificates.

Unsupported
Details

1 unsupported

The live product cannot encode hard Keep Apart constraints or emit an infeasibility proof certificate.

Unsupported
Details

1 unsupported

The live product cannot encode hard Keep Apart constraints or emit an infeasibility proof certificate.

Unsupported
Details

1 unsupported

The live product cannot encode hard Keep Apart constraints or emit an infeasibility proof certificate.

Unavailable
Details

No runnable licensed environment and reproducible formulation are available for v1.

Unavailable
Details

No runnable licensed environment and reproducible formulation are available for v1.

Unsupported
Details

1 unsupported

The product does not expose a certifiable hard-infeasibility proof workflow.

Unsupported
Details

1 unsupported

The product does not expose a certifiable hard-infeasibility proof workflow.

Unsupported
Details

1 unsupported

The product does not expose a certifiable hard-infeasibility proof workflow.

Over-constrained team split 40×8×140p · 8g · 1s · Capability frontierOpen in GroupMixerFeasible
best 255median 2555/5 valid
Details

5 feasible at deadline

Measured 11 October 2026 on an Intel Core Ultra 9 386H; eight pinned CPUs, 8 GiB physical memory, swap disabled. Current production browser Auto, eight requested lanes, automatic Extreme handoff and default CP-SAT admission.

Optimal
best 255median 2555/5 valid
Details

5 optimal proven

Measured 11 October 2026 on an Intel Core Ultra 9 386H; eight pinned CPUs, 8 GiB physical memory, swap disabled. Measured OR-Tools 9.15.6755 campaign formulation and parameters; this additional case was outside the original frozen matrix.

Not run
Details

Not run on this case; capability has not been assessed.

Not run
Details

Not run on this case; capability has not been assessed.

Not run
Details

Not run on this case; capability has not been assessed.

Not run
Details

Not run on this case; capability has not been assessed.

Not run
Details

Not run on this case; capability has not been assessed.

Not run
Details

Not run on this case; capability has not been assessed.

Unavailable
Details

No runnable licensed environment and reproducible formulation are available.

Unavailable
Details

No runnable licensed environment and reproducible formulation are available.

Not run
Details

Not run on this case; capability has not been assessed.

Not run
Details

Not run on this case; capability has not been assessed.

Not run
Details

Not run on this case; capability has not been assessed.

Large attribute-balance and immovable workload110p · 11g · 5s · Capability frontierOpen in GroupMixerFeasible
best 286median 2865/5 valid
Details

5 feasible at deadline

Measured 11 October 2026 on an Intel Core Ultra 9 386H; eight pinned CPUs, 8 GiB physical memory, swap disabled. Current production browser Auto, eight requested lanes, automatic Extreme handoff and default CP-SAT admission.

Feasible
best 3,542median 5,6985/5 valid
Details

5 feasible at deadline

Measured 11 October 2026 on an Intel Core Ultra 9 386H; eight pinned CPUs, 8 GiB physical memory, swap disabled. Measured OR-Tools 9.15.6755 campaign formulation and parameters; this additional case was outside the original frozen matrix.

Not run
Details

Not run on this case; capability has not been assessed.

Not run
Details

Not run on this case; capability has not been assessed.

Not run
Details

Not run on this case; capability has not been assessed.

Not run
Details

Not run on this case; capability has not been assessed.

Not run
Details

Not run on this case; capability has not been assessed.

Not run
Details

Not run on this case; capability has not been assessed.

Unavailable
Details

No runnable licensed environment and reproducible formulation are available.

Unavailable
Details

No runnable licensed environment and reproducible formulation are available.

Not run
Details

Not run on this case; capability has not been assessed.

Not run
Details

Not run on this case; capability has not been assessed.

Not run
Details

Not run on this case; capability has not been assessed.

Large attribute-balance workload (111 participants)111p · 11g · 5s · Capability frontierOpen in GroupMixerFeasible
best 152median 1545/5 valid
Details

5 feasible at deadline

Measured 11 October 2026 on an Intel Core Ultra 9 386H; eight pinned CPUs, 8 GiB physical memory, swap disabled. Current production browser Auto, eight requested lanes, automatic Extreme handoff and default CP-SAT admission.

Feasible
best 487median 5125/5 valid
Details

5 feasible at deadline

Measured 11 October 2026 on an Intel Core Ultra 9 386H; eight pinned CPUs, 8 GiB physical memory, swap disabled. Measured OR-Tools 9.15.6755 campaign formulation and parameters; this additional case was outside the original frozen matrix.

Not run
Details

Not run on this case; capability has not been assessed.

Not run
Details

Not run on this case; capability has not been assessed.

Not run
Details

Not run on this case; capability has not been assessed.

Not run
Details

Not run on this case; capability has not been assessed.

Not run
Details

Not run on this case; capability has not been assessed.

Not run
Details

Not run on this case; capability has not been assessed.

Unavailable
Details

No runnable licensed environment and reproducible formulation are available.

Unavailable
Details

No runnable licensed environment and reproducible formulation are available.

Not run
Details

Not run on this case; capability has not been assessed.

Not run
Details

Not run on this case; capability has not been assessed.

Not run
Details

Not run on this case; capability has not been assessed.

Sailing flotilla stress workload132p · 11g · 6s · Capability frontierOpen in GroupMixerFeasible
best 228median 2365/5 valid
Details

5 feasible at deadline

Measured 11 October 2026 on an Intel Core Ultra 9 386H; eight pinned CPUs, 8 GiB physical memory, swap disabled. Current production browser Auto, eight requested lanes, automatic Extreme handoff and default CP-SAT admission.

Feasible
best 9,466median 13,1845/5 valid
Details

5 feasible at deadline

Measured 11 October 2026 on an Intel Core Ultra 9 386H; eight pinned CPUs, 8 GiB physical memory, swap disabled. Measured OR-Tools 9.15.6755 campaign formulation and parameters; this additional case was outside the original frozen matrix.

Not run
Details

Not run on this case; capability has not been assessed.

Not run
Details

Not run on this case; capability has not been assessed.

Not run
Details

Not run on this case; capability has not been assessed.

Not run
Details

Not run on this case; capability has not been assessed.

Not run
Details

Not run on this case; capability has not been assessed.

Not run
Details

Not run on this case; capability has not been assessed.

Unavailable
Details

No runnable licensed environment and reproducible formulation are available.

Unavailable
Details

No runnable licensed environment and reproducible formulation are available.

Not run
Details

Not run on this case; capability has not been assessed.

Not run
Details

Not run on this case; capability has not been assessed.

Not run
Details

Not run on this case; capability has not been assessed.

Minimum occupancy and exact group visits, 50 participants50p · 6g · 6s · Capability frontierOpen in GroupMixerFeasible
best 164median 1735/5 valid
Details

5 feasible at deadline

Measured 11 October 2026 on an Intel Core Ultra 9 386H; eight pinned CPUs, 8 GiB physical memory, swap disabled. Current production browser Auto, eight requested lanes, automatic Extreme handoff and default CP-SAT admission.

Feasible
best 255median 2625/5 valid
Details

5 feasible at deadline

Measured 11 October 2026 on an Intel Core Ultra 9 386H; eight pinned CPUs, 8 GiB physical memory, swap disabled. Measured OR-Tools 9.15.6755 campaign formulation and parameters; this additional case was outside the original frozen matrix.

Not run
Details

Not run on this case; capability has not been assessed.

Not run
Details

Not run on this case; capability has not been assessed.

Not run
Details

Not run on this case; capability has not been assessed.

Not run
Details

Not run on this case; capability has not been assessed.

Not run
Details

Not run on this case; capability has not been assessed.

Not run
Details

Not run on this case; capability has not been assessed.

Unavailable
Details

No runnable licensed environment and reproducible formulation are available.

Unavailable
Details

No runnable licensed environment and reproducible formulation are available.

Not run
Details

Not run on this case; capability has not been assessed.

Not run
Details

Not run on this case; capability has not been assessed.

Not run
Details

Not run on this case; capability has not been assessed.

Six-course dinner coverage40p · 4g · 6s · Common mixingOpen in GroupMixerOptimal
best 0median 05/5 valid
Details

5 optimal zero

Measured 11 October 2026 on an Intel Core Ultra 9 386H; eight pinned CPUs, 8 GiB physical memory, swap disabled. Current production browser Auto, eight requested lanes, automatic Extreme handoff and default CP-SAT admission.

Feasible
best 15median 155/5 valid
Details

5 feasible at deadline

Measured 11 October 2026 on an Intel Core Ultra 9 386H; eight pinned CPUs, 8 GiB physical memory, swap disabled. Measured OR-Tools 9.15.6755 campaign formulation and parameters; this additional case was outside the original frozen matrix.

Not run
Details

Not run on this case; capability has not been assessed.

Not run
Details

Not run on this case; capability has not been assessed.

Not run
Details

Not run on this case; capability has not been assessed.

Not run
Details

Not run on this case; capability has not been assessed.

Not run
Details

Not run on this case; capability has not been assessed.

Not run
Details

Not run on this case; capability has not been assessed.

Unavailable
Details

No runnable licensed environment and reproducible formulation are available.

Unavailable
Details

No runnable licensed environment and reproducible formulation are available.

Not run
Details

Not run on this case; capability has not been assessed.

Not run
Details

Not run on this case; capability has not been assessed.

Not run
Details

Not run on this case; capability has not been assessed.

Lower cost is better within a case. Hosted and native runtimes are not compared.