More inferences per dollar than any other cloud.
SaladCloud fits any GPU-hungry workload that can be containerized and parallelized. Each use case below links to a published benchmark with the model, the GPU, and the math.
Image generation
5,243 Flux.1-Schnell images per dollar. 3,405 SDXL images per dollar. Civitai serves 10 million images a day on 600+ Salad GPUs.
Image generation → Speech-to-text · text-to-speechVoice AI
47,638 minutes transcribed per dollar with Parakeet TDT; up to 6 million words per dollar of TTS with OpenVoice.
Voice AI → Tagging · detection · segmentationComputer vision
309,000 images tagged per dollar with RAM++; 50,000 segmented per dollar with SAM; YOLOv8 for 73% less than Azure.
Computer vision → LLM agentsOpenClaw and coding agents
Flat-rate GPUs instead of per-token bills. One developer cut an OpenClaw news bot's LLM cost by 86%.
OpenClaw → Data pipelinesBatch processing
1,000,000 hours of audio transcribed for $1,260. Thousands of containers in parallel for up to 90% less than hyperscaler batch.
Batch processing → SimulationMolecular dynamics
GROMACS on 30 GPUs at 90%+ savings; OpenMM on 25 consumer GPUs at 95% less. Klyne.ai runs drug-discovery workloads here.
Molecular dynamics → Edge compute + residential IPsData collection
Edge processing and 1M+ unique residential IPs in one platform. One customer cut a $192,700 monthly bill by 53%.
Data collection → CryptographyZK proofs
GPU-accelerated proof generation on thousands of consumer cards at a fraction of data-center prices.
ZK proofs → LLM inferenceToken API
Skip the container. Call Qwen-class open models per token through AI Gateway from $0.06 per million input tokens.
AI Gateway →Any open model. Any Docker image.
Start from a recipe or push your own container to Salad Container Engine.
Cut compute costs by up to 90%.
Volume discounts for more than 100 GPUs, long-running jobs, and committed contracts.