Arker vs ModalSandbox Benchmark Comparison

Arker
Faster in 2 of 2
vs
Modal
Faster in 0 of 2

Arker was faster in both shared sandbox benchmarks.

Shared benchmarks
2
Last run
October 30, 2026
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Scorecard

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

BenchmarkArkerModalResultRatio
Burst TTI
Time to interactive · Run October 30, 2026
324ms
100% success
751ms
100% success
Arker faster
2.31x
DAX
Total workload time · Run October 30, 2026
64.68s
100% success
105.55s
100% success
Arker faster
1.63x

Burst TTI

Run October 30, 2026

Time from sandbox creation to the first successful command, with 100 sandboxes launched at the same time.

Time to interactive

Arker

100% success
Median
324ms
P95
394ms
P99
403ms
Arker Burst TTI results →

Modal

100% success
Median
751ms
P95
972ms
P99
996ms
Modal Burst TTI results →

Arker had a 2.31x lower median time to interactive (324ms vs 751ms for Modal).

Median time to interactive over time

16 runs from August 7, 2026 to October 30, 2026.

ArkerModal
View the full Burst TTI leaderboard →

DAX

Run October 30, 2026

A real developer workload: install system packages, download Bun, clone the opencode repo, then run bun install and bun typecheck.

Total workload time

Arker

100% success
Median
64.68s
P95
64.68s
P99
64.68s
Arker DAX results →

Modal

100% success
Median
105.55s
P95
105.55s
P99
105.55s
Modal DAX results →

Arker had a 1.63x lower median total workload time (64.68s vs 105.55s for Modal).

Median total workload time over time

12 runs from August 7, 2026 to October 30, 2026.

ArkerModal
View the full DAX 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 at least 50% of runs in 2 or more shared benchmarks run in the last 30 days.

Frequently asked questions

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Arker was faster in both shared sandbox benchmarks. In Burst TTI (October 30, 2026), Arker had a median time to interactive of 324ms versus 751ms for Modal, 2.31x faster. In DAX (October 30, 2026), Arker had a median total workload time of 64.68s versus 105.55s for Modal, 1.63x faster.

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