Kernel vs SteelBrowser Benchmark Comparison

Kernel
Ahead in 2 of 2
vs
Steel
Ahead in 0 of 2

Kernel was ahead in both shared browser benchmarks.

Shared benchmarks
2
Last run
October 30, 2026
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Scorecard

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

BenchmarkKernelSteelResultRatio
Browser lifecycle
Total lifecycle time · Run October 30, 2026
0.22s
100% success
1.23s
98% success
Kernel faster
5.69x
Browser throughput
Actions per second · Run October 30, 2026
5.86 actions/s
99% success
3.64 actions/s
92% success
Kernel higher throughput
1.61x

Browser lifecycle

Run October 30, 2026

Time to create, connect to, navigate and release a headless browser session, over 100 iterations per run.

Total lifecycle time

Kernel

100% success
Median
0.22s
P95
0.26s
P99
0.27s
Kernel Browser lifecycle results →

Steel

98% success
Median
1.23s
P95
1.41s
P99
1.64s
Steel Browser lifecycle results →

Kernel had a 5.69x lower median total lifecycle time (0.22s vs 1.23s for Steel).

Median total lifecycle time over time

80 runs from May 5, 2026 to October 30, 2026.

KernelSteel
View the full Browser lifecycle leaderboard →

Browser throughput

Run October 30, 2026

Sequential actions completed per second inside a running headless browser session: 10 actions across 100 sessions.

Actions per second

Kernel

99% success
Median
5.86 actions/s
P95
7.33 actions/s
P99
7.42 actions/s
Kernel Browser throughput results →

Steel

92% success
Median
3.64 actions/s
P95
4.49 actions/s
P99
4.76 actions/s
Steel Browser throughput results →

Kernel had a 1.61x higher median actions per second (5.86 actions/s vs 3.64 actions/s for Steel).

Median actions per second over time

29 runs from June 24, 2026 to October 30, 2026.

KernelSteel
View the full Browser throughput 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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Kernel was ahead in both shared browser benchmarks. In Browser lifecycle (October 30, 2026), Kernel had a median total lifecycle time of 0.22s versus 1.23s for Steel, 5.69x faster. In Browser throughput (October 30, 2026), Kernel had a median actions per second of 5.86 actions/s versus 3.64 actions/s for Steel, 1.61x higher throughput.

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