Lab-grade measurement
Calibrated rigs capture real workloads to quantify every watt your stack consumes.
Why NoveltyGraph
State-of-the-art measurement, software, and feedback loops.
We combine lab-grade instrumentation with proprietary monitoring software to continuously measure your web services, surface actionable insights, and close the loop with recurring optimization sprints.
Choose a single measurement pack for a definitive baseline or subscribe to continuous planned measurements that keep improvements on track sprint after sprint.
Proprietary telemetry
NoveltyGraph’s monitoring agents stream precise energy, latency, and carbon data in real time.
Actionable playbooks
Every report translates findings into prioritized performance fixes engineering teams can ship.
Recurring feedback
Quarterly reviews benchmark progress and feed improvements back into your service roadmap.
The science behind NoveltyGraph
Measurement grounded in research, not guesswork.
We blend academic research, open carbon intensity datasets, and first-party telemetry to compute trustworthy energy-per-request metrics. Every signal is traceable so your teams can defend the numbers to finance, product, and sustainability stakeholders.
Workload modeling
Automatic workload fingerprints map CPU, memory, storage, and network utilization to watt draw using peer-reviewed coefficients and hardware profiles.
Carbon-aware baselines
Regional grid data (Ember, WattTime, Electricity Maps) and cloud PUE benchmarks contextualize each request by when and where it ran.
Transparent assumptions
Every metric surfaces the methodology, sample size, and uncertainty bounds so you can audit assumptions and tune them to your environment.
Feedback loops
Engineering teams feed back benchmarking tests, making the model smarter each sprint and aligning estimates with real-world load testing.
Precise measurement workflow
Actionable reports grounded in instrumentation.
Each engagement starts in our measurement lab where calibrated rigs benchmark your production workloads under realistic conditions. The output is a comprehensive report packed with graphs, insight summaries, and ranked recommendations that track performance today and over time.
Laboratory-grade capture
Fiber-tapped traffic, synthetic load, and hardware probes isolate every watt drawn by your web stack for guaranteed precision.
Statistical confidence
Confidence intervals and repeatable sampling windows ensure findings hold up to scrutiny across releases.
Actionable recommendations
Reports prioritize fixes by ROI, effort, and measurable impact so teams know exactly what to tackle first.
Time-series visibility
Continuous measurement feeds dashboards that visualize how every optimization performs now and as services evolve.
Services
Programs tailored for product teams and executives.
Beyond instrumentation, NoveltyGraph delivers productized packs, inspirational talks, and hands-on workshops so your developers, product managers, and leadership adopt energy-aware decisions faster.
Measurement packs
Bundled lab measurements and insight reports delivered quarterly, providing trend analysis and prioritized backlogs you can put straight into sprint planning.
Executive keynotes
Inspirational talks for boards and product leadership covering the newest energy science breakthroughs and how they apply to digital services.
Developer workshops
Hands-on labs where engineers learn to diagnose energy hotspots, interpret NoveltyGraph dashboards, and implement sustainable patterns.
Product manager academies
Interactive sessions that teach PMs how to balance feature roadmaps with energy performance goals and communicate impact with confidence.
Combine a measurement pack with workshops or talks tailored to your teams for the fastest path from insight to action.
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