Novita vs Tensorlake
Sandbox Benchmark Comparison · Updated October 30, 2026
vs
Tensorlake was faster in 1 of 2 shared sandbox benchmarks, and 1 was roughly even.
Head to head
Burst TTI
Median time to interactive over time
NovitaTensorlake
Median total workload time over time
NovitaTensorlake
Work at Novita or Tensorlake? 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 only when both providers completed at least 50% of runs in 2 or more shared benchmarks run in the last 30 days. 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.
Tensorlake was faster in 1 of 2 shared sandbox benchmarks, and 1 was roughly even. In Burst TTI (October 30, 2026), Tensorlake had a median time to interactive of 1.03s versus 1.41s for Novita, 1.37x faster. In DAX (October 23, 2026), Novita had a median total workload time of 81.07s and Tensorlake 78.16s, which counts as roughly even.
More comparisons
Novita vs