Case Studies | How teams build and scale with Runpod

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How Aneta Handles Bursty GPU Workloads Without Overcommitting

90%

200ms

cold start times

1hr

How Gendo uses Runpod Serverless for Architectural Visualization

100hrs+

time saved on devops

5x

increase in throughput

2 days

How Civitai Trains 800K Monthly LoRAs in Production on Runpod

868K+

LoRAs trained per month

500+

GPUs used concurrently

2.6M+

Images generated per month

How Scatter Lab Powers 1,000+ Inference Requests per Second with Runpod

2.1 million

cumulative active users

1,000+

requests per second

2.5hrs

daily user session duration

How InstaHeadshots Scales AI-Generated Portraits with Runpod

100%

improvement in performance

50%

reduction in infra costs

1 day

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