Modal vs Run Cloud

Sandbox Benchmark Comparison · Updated November 6, 2026

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

Head to head

  • Burst TTITime to interactive · lower is better
    Modal faster54.0x
    Modal
    796ms
    Run Cloud
    43.02s80%
  • DAXTotal workload time · lower is better
    No verdict
    Modal
    105.55s
    Run Cloud
    —

Burst TTI

November 6, 2026

Modal

100% success
Median
796ms
p95
1.65s
p99
1.93s
Modal 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
ModalRun Cloud

DAX

October 30, 2026

Modal

100% success
Median
105.55s
Modal DAX results

Run Cloud

0% success

No measured time in this run.

Run Cloud DAX results
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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

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Modal was faster in the only sandbox benchmark with a speed verdict. In Burst TTI (November 6, 2026), Modal had a median time to interactive of 796ms versus 43.02s for Run Cloud, 54.0x faster.

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