KilawattCloud

Multi-provider GPU cloud with automatic failover

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September 5, 2026 Kilawatt Cloud is live

published Kilawatt Cloud, a GPU orchestration platform that routes AI/ML workloads across RunPod, Vast.ai, Lambda, and Hyperstack with automatic failover, so a training run doesn’t die just because one provider ran out of stock.

Self-serve, per-second billing, zero egress fees. Built this from a two-bedroom apartment after watching too many builders lose runs to GPU stockouts.

Live now at kilawattcloud.dev. Would genuinely love feedback from anyone here who’s hit this exact problem.`

5 Comments

  1. 1
    The stockout pain is clear. Have early users actually recovered enough failed-run time or compute cost through failover to make Kilawatt worth paying for?
    1. 0
      xd too early to have customer data on that yet, just launched. What I can say is the failover itself is live and tested, real create-and-destroy verification across all four providers, and it's already caught real pricing/availability differences between providers during testing (one GPU type was 3x more expensive on one provider vs another at the same moment). The core bet is that avoiding even one stalled run is worth more than the platform costs, especially since it's per-second billing with no markup for the failover itself. Would genuinely love to have you as an early user to help answer this with real data instead of a guess.
      1. 1
        That 3x price difference makes the economic case more concrete, but the “one stalled run” value is still the key thing to validate. I’d be interested in digging into that with you as the real usage data comes in. Happy to continue privately — what’s the best email to reach you on?
        1. 1
          hello@kilawattcloud.dev, happy to keep this going as real usage data comes in.
          1. 1

            Thanks! I’ve just sent it over.

            Looking forward to hearing your thoughts whenever you have a chance.

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I kept watching AI teams lose training runs because a single GPU provider ran out of stock mid-job. There was no fallback, just a stalled task and wasted time. Kilawatt Cloud exists to fix that by routing compute across