DOSFI in the wild — real workloads, real results
Side-by-side comparisons of traditional centralized compute vs. DOSFI-orchestrated distributed mesh across three production-grade scenarios.
88%
Average Cost Reduction
10×
Latency Improvement
≈ 0
Added Energy Footprint
100%
Zero-Trust Attestation
Traditional Servers vs. DOSFI Mesh
Across every workload category, DOSFI's distributed runtime outperforms dedicated cloud and HPC infrastructure on cost, latency, throughput, and availability.
Cost per 1M Tokens
Cold Start Time
Peak Throughput
Round-Trip Latency
Monthly Infra Cost
Availability
Queue Wait Time
Cost per Simulation
88%
Average Cost Reduction
~10×
Latency Improvement
1.7×+
Throughput Gain
Cost / 1M tokens
$28.00
A100 cluster on-demand
Cost / 1M tokens
$3.40
Ambient idle compute
Cold start
4–8 min
Cluster provisioning
Cold start
< 12 s
Mesh pre-warms nodes
Peak throughput
2,400 t/s
Single region
Peak throughput
4,100 t/s
Multi-region mesh
Carbon footprint
High
Dedicated power draw
Carbon footprint
Near-zero
Reuses existing devices
Availability
99.5%
Single data center SLA
Availability
99.97%
No single point of failure
88% cost reduction · 4× cold-start improvement · 71% higher throughput
How much could you save by switching to DOSFI?
Enter your current server spend and workload type to see a projected cost comparison against centralized cloud infrastructure.
ROI / COST_ESTIMATOR
Cloud Cost Savings Calculator
INPUT / YOUR_INFRASTRUCTURE
WORKLOAD / TYPE
OUTPUT / PROJECTED_SAVINGS
Monthly savings
$10,800
vs. $15,000/mo current spend
Annual savings
$129,600
3-year savings
$388,800
Cost reduction
72%
DOSFI monthly cost
$4,200
for migrated workload
Estimates based on aggregate pilot data. Actual savings vary by workload profile, node availability, and privacy tier. Contact us for a tailored assessment.
Request a custom pilotReady to run DOSFI on your fleet?
We work with enterprise partners to design custom distributed computing pilots tailored to your infrastructure, privacy requirements, and workload profile.
ENTERPRISE / PILOT_REQUEST
Request a Custom Distributed Computing Pilot
Tell us about your workload and fleet. Our team will design a pilot tailored to your infrastructure.
All scenarios reflect DOSFI-orchestrated workloads powered by the MeshInfer.AI runtime. Metrics are modeled from published hardware benchmarks and ambient compute availability data. Actual results vary by mesh size, privacy tier, and workload type.