Provider Overview
Strengths & Best For
Salad leverages a distributed network of consumer GPUs — including RTX 4090 and RTX 3090 — to deliver some of the lowest AI inference prices on the market, making it ideal for batch image generation, LLM inference, and cost-sensitive AI workloads. The marketplace model enables per-use billing with no minimum commitment, dramatically undercutting traditional on-demand GPU cloud pricing for fault-tolerant jobs. Best suited for workloads that can tolerate variable hardware rather than requiring guaranteed uptime.
- Extremely low prices
- Consumer GPU network
- Batch inference focus
- Pay-per-use
Seeweb is an Italian cloud provider offering A100, H100, and L40S GPU instances with Italian data residency and EU data sovereignty for enterprise AI and HPC workloads. On-demand and reserved billing options are available, making it a reliable European GPU cloud for Italian and Southern European enterprises with strict data localization requirements. A strong choice for HPC teams and regulated industries that need high-performance GPU compute within Italian infrastructure.
- Italian data residency
- EU sovereignty
- A100/H100 availability
- Enterprise SLAs
Live GPU Pricing
Region Coverage
Popular Comparisons
Salad — marketplace provider
Salad leverages a distributed network of consumer GPUs — including RTX 4090 and RTX 3090 — to deliver some of the lowest AI inference prices on the market, making it ideal for batch image generation, LLM inference, and cost-sensitive AI workloads. The marketplace model enables per-use billing with no minimum commitment, dramatically undercutting traditional on-demand GPU cloud pricing for fault-tolerant jobs. Best suited for workloads that can tolerate variable hardware rather than requiring guaranteed uptime.
Seeweb — specialist provider
Seeweb is an Italian cloud provider offering A100, H100, and L40S GPU instances with Italian data residency and EU data sovereignty for enterprise AI and HPC workloads. On-demand and reserved billing options are available, making it a reliable European GPU cloud for Italian and Southern European enterprises with strict data localization requirements. A strong choice for HPC teams and regulated industries that need high-performance GPU compute within Italian infrastructure.
Billing model comparison
Salad uses a Per-use (serverless) billing model with a minimum commitment of None. Seeweb uses On-demand, Reserved billing with a None minimum. Both providers offer flexible billing options — compare the live pricing table above to find the best rate for your specific GPU model and workload duration.
Which workloads each provider suits best
Salad is best suited for: Budget inference workloads, Image generation pipelines, Cost-sensitive batch jobs. Its key strengths are extremely low prices, consumer gpu network, batch inference focus. Seeweb is best suited for: Italian/EU enterprise teams, GDPR-sensitive workloads, HPC workloads. Its key strengths are italian data residency, eu sovereignty, a100/h100 availability. Marketplace providers aggregate GPU supply from multiple sources, often offering the lowest spot rates but with more variable availability and less predictable performance compared to dedicated providers.
Support tiers and region coverage
Salad offers Community → Pro support across 2 regions (US, EU). Seeweb offers Standard → Enterprise support across 1 region (EU-South). Salad's broader region footprint gives it an advantage for latency-sensitive workloads or teams with data residency requirements in specific geographies.
Provider background: Salad vs Seeweb
Salad was founded in 2020 and is headquartered in Boston, MA. Seeweb was founded in 1998 and is headquartered in Frosinone, Italy. Seeweb has 22 years more operational history than Salad, which may matter for teams evaluating provider stability and long-term contract risk. Use the live pricing table above to compare current on-demand and spot rates for specific GPU models, and the region map to verify coverage in your target geography.