Briq vs Superserve

Sandbox Benchmark Comparison · Updated November 13, 2026

Superserve was faster in both shared sandbox benchmarks.

Head to head

  • Time to interactive · lower is better
    Superserve faster12.8x
    Briq
    5.72s
    Superserve
    446ms
  • Total workload time · lower is better
    Superserve faster1.12x
    Briq
    64.47s
    Superserve
    57.42s

Burst TTI

November 13, 2026

Briq

100% success
Median
5.72s
p95
8.31s
p99
8.68s
Briq Burst TTI results

Superserve

100% success
Median
446ms
p95
603ms
p99
618ms
Superserve Burst TTI results

DAX

November 13, 2026

Briq

100% success
Median
64.47s
Briq DAX results

Superserve

100% success
Median
57.42s
Superserve 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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Superserve was faster in both shared sandbox benchmarks. In Burst TTI (November 13, 2026), Superserve had a median time to interactive of 446ms versus 5.72s for Briq, 12.8x faster. In DAX (November 13, 2026), Superserve had a median total workload time of 57.42s versus 64.47s for Briq, 1.12x faster.

Both providers have results in 2 sandbox benchmarks: Burst TTI and DAX. All of them have a speed verdict.

Success rates in the latest runs: Burst TTI: Briq 100%, Superserve 100%; DAX: Briq 100%, Superserve 100%.

Burst TTI and DAX results are from November 13, 2026.