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GEMM n128 k2048

240 eligible runs
gemm

General matrix multiply (GEMM) C = A @ B.T. Captured from Qwen 3 30B A3B moe.gate.

Fastest reported
5.03µsmean · 68% of SOL
Amir M. Mir | SF TensorLicense unknown · unknown

Reported evidence · last observed 2026-08-03. Reported by source; not independently reproduced. No public source. License unknown.

No public sourceRun detail →

Current records

Source-native comparison · GPU NVIDIA B200 · Workload suite of 25 cases · mean latency · Protocol SOL-ExecBench evaluation stack v1.1 · mean · 50 results · last observed 2026-08-23Record history →
#
Implementation
Latency
vs #1
Trust
Observed
1
5.03µs68% SOL
1.00×
Reported · license unknown · no source
2026-08-03

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
2
5.27µs67% SOL
1.05×
Reported · license unknown · no source
2026-07-31

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
3
5.30µs67% SOL
1.05×
Reported · license unknown · no source
2026-07-30

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
4
5.32µs67% SOL
1.06×
Reported · license unknown · no source
2026-07-30

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
5
5.41µs66% SOL
1.08×
Reported · license unknown · no source
2026-08-23

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
6
5.43µs66% SOL
1.08×
Reported · license unknown · no source
2026-08-20

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
7
5.43µs66% SOL
1.08×
Reported · license unknown · no source
2026-08-21

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
8
5.43µs66% SOL
1.08×
Reported · license unknown · no source
2026-08-18

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
8=
5.43µs66% SOL
1.08×
Reported · license unknown · no source
2026-07-23

Measured exactly what you asked; tied ranks share a number. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
9
5.47µs66% SOL
1.09×
Reported · license unknown · no source
2026-08-17

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
10
5.49µs66% SOL
1.09×
Reported · license unknown · no source
2026-08-22

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
11
5.49µs66% SOL
1.09×
Reported · license unknown · no source
2026-08-21

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
11=
5.49µs66% SOL
1.09×
Reported · license unknown · no source
2026-08-02

Measured exactly what you asked; tied ranks share a number. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
12
5.51µs66% SOL
1.10×
Reported · license unknown · no source
2026-08-02

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
13
5.52µs66% SOL
1.10×
Reported · license unknown · no source
2026-08-23

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
14
5.63µs65% SOL
1.12×
Reported · license unknown · no source
2026-08-01

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
15
5.64µs65% SOL
1.12×
Reported · license unknown · no source
2026-08-10

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
16
5.70µs65% SOL
1.13×
Reported · license unknown · no source
2026-07-27

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
17
5.80µs65% SOL
1.15×
Reported · license unknown · no source
2026-07-30

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
18
5.80µs65% SOL
1.15×
Reported · license unknown · no source
2026-07-31

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
19
5.81µs65% SOL
1.15×
Reported · license unknown · no source
2026-08-10

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
20
5.82µs65% SOL
1.16×
Reported · license unknown · no source
2026-07-10

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
21
5.83µs65% SOL
1.16×
Reported · license unknown · no source
2026-07-30

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
22
5.84µs65% SOL
1.16×
Reported · license unknown · no source
2026-07-31

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
23
5.84µs65% SOL
1.16×
Reported · license unknown · no source
2026-07-31

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
24
5.86µs65% SOL
1.16×
Reported · license unknown · no source
2026-07-31

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
25
5.88µs64% SOL
1.17×
Reported · license unknown · no source
2026-08-01

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
26
5.91µs64% SOL
1.17×
Reported · license unknown · no source
2026-07-31

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
27
5.92µs64% SOL
1.18×
Reported · license unknown · no source
2026-07-27

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
28
5.92µs64% SOL
1.18×
Reported · license unknown · no source
2026-07-29

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
29
6.00µs64% SOL
1.19×
Reported · license unknown · no source
2026-07-24

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
30
6.33µs62% SOL
1.26×
Reported · license unknown · no source
2026-07-18

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
31
6.36µs63% SOL
1.26×
Reported · license unknown · no source
2026-08-22

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
32
6.41µs62% SOL
1.27×
Reported · license unknown · no source
2026-07-10

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
33
6.46µs62% SOL
1.28×
Reported · license unknown · no source
2026-07-10

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
34
6.49µs62% SOL
1.29×
Reported · license unknown · no source
2026-07-31

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
35
6.51µs62% SOL
1.29×
Reported · license unknown · no source
2026-08-21

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
36
6.71µs61% SOL
1.33×
Reported · license unknown · no source
2026-07-30

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
37
6.79µs61% SOL
1.35×
Reported · license unknown · no source
2026-07-30

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
38
6.98µs60% SOL
1.39×
Reported · license unknown · no source
2026-08-22

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
39
7.00µs60% SOL
1.39×
Reported · license unknown · no source
2026-07-25

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
40
7.19µs59% SOL
1.43×
Reported · license unknown · no source
2026-07-19

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
41
7.45µs59% SOL
1.48×
Reported · license unknown · no source
2026-07-19

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
42
8.08µs57% SOL
1.61×
Reported · license unknown · no source
2026-07-13

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
43
8.26µs56% SOL
1.64×
Reported · license unknown · no source
2026-07-10

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
44
8.45µs56% SOL
1.68×
Reported · license unknown · no source
2026-07-10

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
45
9.98µs51% SOL
1.98×
Reported · license unknown · no source
2026-07-10

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
46
10.0µs51% SOL
1.99×
Reported · license unknown · no source
2026-07-10

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
47
10.4µs50% SOL
2.06×
Reported · license unknown · no source
2026-07-28

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
48
10.5µs50% SOL
2.08×
Reported · license unknown · no source
2026-07-10

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →

Implementations

Implementation
Runtime
Best latency
Evidence
Availability
unknown
5.03µs
1.00×
Reported
license unknown · no source
unknown
5.27µs
1.05×
Reported
license unknown · no source
unknown
5.49µs
1.09×
Reported
license unknown · no source
unknown
10.3µs
2.04×
Reported
license unknown · no source
unknown
5.30µs
1.05×
Reported
license unknown · no source
unknown
5.41µs
1.08×
Reported
license unknown · no source
unknown
5.70µs
1.13×
Reported
license unknown · no source
unknown
5.73µs
1.14×
Reported
license unknown · no source
Show all 74 implementations ›
unknown
6.08µs
1.21×
Reported
license unknown · no source
unknown
6.36µs
1.26×
Reported
license unknown · no source
unknown
6.33µs
1.26×
Reported
license unknown · no source
unknown
8.08µs
1.61×
Reported
license unknown · no source
unknown
8.13µs
1.62×
Reported
license unknown · no source
unknown
8.41µs
1.67×
Reported
license unknown · no source
unknown
9.98µs
1.98×
Reported
license unknown · no source
unknown
10.4µs
2.06×
Reported
license unknown · no source
unknown
10.5µs
2.09×
Reported
license unknown · no source
unknown
10.5µs
2.10×
Reported
license unknown · no source
unknown
5.32µs
1.06×
Reported
license unknown · no source
unknown
5.43µs
1.08×
Reported
license unknown · no source
unknown
5.43µs
1.08×
Reported
license unknown · no source
unknown
5.43µs
1.08×
Reported
license unknown · no source
unknown
5.43µs
1.08×
Reported
license unknown · no source
unknown
5.47µs
1.09×
Reported
license unknown · no source
unknown
5.49µs
1.09×
Reported
license unknown · no source
unknown
5.49µs
1.09×
Reported
license unknown · no source
unknown
5.52µs
1.10×
Reported
license unknown · no source
unknown
5.51µs
1.10×
Reported
license unknown · no source
unknown
5.63µs
1.12×
Reported
license unknown · no source
unknown
5.64µs
1.12×
Reported
license unknown · no source
unknown
5.80µs
1.15×
Reported
license unknown · no source
unknown
5.80µs
1.15×
Reported
license unknown · no source
unknown
5.81µs
1.15×
Reported
license unknown · no source
unknown
5.83µs
1.16×
Reported
license unknown · no source
unknown
5.84µs
1.16×
Reported
license unknown · no source
unknown
5.84µs
1.16×
Reported
license unknown · no source
unknown
5.82µs
1.16×
Reported
license unknown · no source
unknown
5.86µs
1.16×
Reported
license unknown · no source
unknown
5.88µs
1.17×
Reported
license unknown · no source
unknown
5.91µs
1.17×
Reported
license unknown · no source
unknown
5.92µs
1.18×
Reported
license unknown · no source
unknown
5.92µs
1.18×
Reported
license unknown · no source
unknown
6.00µs
1.19×
Reported
license unknown · no source
unknown
6.28µs
1.25×
Reported
license unknown · no source
unknown
6.36µs
1.26×
Reported
license unknown · no source
unknown
6.38µs
1.27×
Reported
license unknown · no source
unknown
6.41µs
1.27×
Reported
license unknown · no source
unknown
6.49µs
1.29×
Reported
license unknown · no source
unknown
6.46µs
1.28×
Reported
license unknown · no source
unknown
6.51µs
1.29×
Reported
license unknown · no source
unknown
6.61µs
1.31×
Reported
license unknown · no source
unknown
6.59µs
1.31×
Reported
license unknown · no source
unknown
6.71µs
1.33×
Reported
license unknown · no source
unknown
6.79µs
1.35×
Reported
license unknown · no source
unknown
6.98µs
1.39×
Reported
license unknown · no source
unknown
7.00µs
1.39×
Reported
license unknown · no source
unknown
7.19µs
1.43×
Reported
license unknown · no source
unknown
7.45µs
1.48×
Reported
license unknown · no source
unknown
8.26µs
1.64×
Reported
license unknown · no source
unknown
8.45µs
1.68×
Reported
license unknown · no source
unknown
8.66µs
1.72×
Reported
license unknown · no source
unknown
10.0µs
1.99×
Reported
license unknown · no source
unknown
10.2µs
2.03×
Reported
license unknown · no source
unknown
10.4µs
2.07×
Reported
license unknown · no source
unknown
10.5µs
2.08×
Reported
license unknown · no source
cuda
—
—
Apache-2.0 · source
triton
21.8µs
4.33×
Reported
Apache-2.0 · source
cuda
—
—
Apache-2.0 · source
triton
16.8µs
3.33×
Reported
Apache-2.0 · source
cuda
93.4µs
18.57×
Reproduction-ready
Apache-2.0 · source
triton
15.8µs
3.14×
Reported
Apache-2.0 · source
cuda
347.0µs
68.96×
Reproduction-ready
Apache-2.0 · source
triton
51.4µs
10.23×
Reported
Apache-2.0 · source
torch_matmul_317103FlashInfer-Bench baselines
python
9.45µs
1.88×
Reported
Apache-2.0 · source

Semantics

Inputs and outputs
afp16 [m, k]
bfp16 [n, k]
cfp16 [m, n]
Axes and behavior
kconstant = 2048
mvariable
nconstant = 128
determinismunspecified
constraintsNo mutation or aliasing
Identity
aliasgemm_n128_k2048modelqwen3-30b-a3bsha2561319f5440e8e…

Also indexed as 004-gemm-n128-k2048 · reviewed as the same computation; every definition's cohorts are shown here, ranked separately.

Sources: NVIDIA SOL-ExecBench (2026-08-23) · FlashInfer-Bench (2025-10-20) · Apache-2.0last observed 2026-08-23How records are decidedJSON