Tensorlake vs TigrisStorage Benchmark Comparison

Tensorlake
Faster in 3 of 3
vs
Tigris
Faster in 0 of 3

Tensorlake was faster in all 3 shared storage measurements.

Shared storage measurements
3
Last run
October 30, 2026
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Scorecard

Median of each storage measurement's primary metric; lower is better. Medians within 5% count as roughly even, and a storage measurement gets no speed verdict when either provider completed fewer than 50% of runs.

BenchmarkTensorlakeTigrisResultRatio
Upload (10 MB)
Upload time · Run October 30, 2026
491ms
100% success
815ms
100% success
Tensorlake faster
1.66x
Download (10 MB)
Download time · Run October 30, 2026
149ms
100% success
212ms
100% success
Tensorlake faster
1.42x
Snapshot create
Snapshot create time · Run October 30, 2026
0.05s
100% success
0.10s
100% success
Tensorlake faster
2.15x

Upload (10 MB)

Run October 30, 2026

Time to upload a 10 MB file to the provider, measured in the 10 MB storage lifecycle benchmark.

Upload time

Tensorlake

100% success
Median
491ms
P95
1357ms
P99
1757ms
Tensorlake Upload (10 MB) results →

Tigris

100% success
Median
815ms
P95
1293ms
P99
1333ms
Tigris Upload (10 MB) results →

Tensorlake had a 1.66x lower median upload time (491ms vs 815ms for Tigris).

Median upload time over time

14 runs from July 31, 2026 to October 30, 2026.

TensorlakeTigris
View the full Upload (10 MB) leaderboard →

Download (10 MB)

Run October 30, 2026

Time to download the same 10 MB file back, measured in the 10 MB storage lifecycle benchmark.

Download time

Tensorlake

100% success
Median
149ms
P95
182ms
P99
202ms
Tensorlake Download (10 MB) results →

Tigris

100% success
Median
212ms
P95
361ms
P99
382ms
Tigris Download (10 MB) results →

Tensorlake had a 1.42x lower median download time (149ms vs 212ms for Tigris).

Median download time over time

14 runs from July 31, 2026 to October 30, 2026.

TensorlakeTigris
View the full Download (10 MB) leaderboard →

Snapshot create

Run October 30, 2026

Time to create a snapshot of a bucket holding a small dataset of 10 objects.

Snapshot create time

Tensorlake

100% success
Median
0.05s
P95
0.08s
P99
0.09s
Tensorlake Snapshot create results →

Tigris

100% success
Median
0.10s
P95
0.17s
P99
0.19s
Tigris Snapshot create results →

Tensorlake had a 2.15x lower median snapshot create time (0.05s vs 0.10s for Tigris).

Median snapshot create time over time

14 runs from July 31, 2026 to October 30, 2026.

TensorlakeTigris
View the full Snapshot create leaderboard →

Methodology

  • One workload, every provider. The same script, payload, and model hit every provider, addressed the way its own API expects. Nobody gets a tuned or special path.
  • Repeated on a schedule. Every suite runs many iterations per provider, automated on a recurring schedule, so results reflect steady state rather than one lucky request.
  • Raw results published. Every run is committed as JSON to the public benchmarks repo, next to the code that produced it. Nothing is cherry-picked or held back.
  • How this comparison is built. Each benchmark compares the two providers' medians; results within 5% count as roughly even. A comparison is published only when both providers completed the 10 MB storage lifecycle benchmark reliably: at least 50% success for each provider, in benchmark runs from the last 30 days.

Frequently asked questions

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Tensorlake was faster in all 3 shared storage measurements. In Upload (10 MB) (October 30, 2026), Tensorlake had a median upload time of 491ms versus 815ms for Tigris, 1.66x faster. In Download (10 MB) (October 30, 2026), Tensorlake had a median download time of 149ms versus 212ms for Tigris, 1.42x faster. In Snapshot create (October 30, 2026), Tensorlake had a median snapshot create time of 0.05s versus 0.10s for Tigris, 2.15x faster.

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