Beam vs Run Cloud

Sandbox Benchmark Comparison · Updated November 6, 2026

Beam was faster in the only sandbox benchmark with a speed verdict.

Head to head

  • Burst TTITime to interactive · lower is better
    Beam faster80.6x
    Beam
    534ms
    Run Cloud
    43.02s80%
  • DAXTotal workload time · lower is better
    No verdict
    Beam
    96.13s
    Run Cloud
    —

Burst TTI

November 6, 2026

Beam

100% success
Median
534ms
p95
769ms
p99
774ms
Beam Burst TTI results

Run Cloud

80% success
Median
43.02s
p95
89.06s
p99
102.95s
Run Cloud Burst TTI results

Median time to interactive over time

16 runs · August 14, 2026 to November 6, 2026
BeamRun Cloud

DAX

October 30, 2026

Beam

100% success
Median
96.13s
Beam DAX results

Run Cloud

0% success

No measured time in this run.

Run Cloud DAX results
Work at Beam or Run Cloud? See where you stand every day, with full run logs, not just on benchmark Friday.Get stealth benchmarks →

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 when both providers have at least one successful run in the same benchmark from the last 30 days. A benchmark only gets a verdict when both providers completed at least 50% of its runs. If a provider’s latest run of a benchmark failed, its most recent successful run from that window is used instead.

Frequently asked questions

Have another question? Email us.

Beam was faster in the only sandbox benchmark with a speed verdict. In Burst TTI (November 6, 2026), Beam had a median time to interactive of 534ms versus 43.02s for Run Cloud, 80.6x faster.

PartnersGoogle Cloud Run