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Seeweb vs Beam: GPU Compute Price Comparison

Side-by-side comparison of GPU compute pricing, regions, billing models, and strengths for Seeweb and Beam. Updated July 2026.

Provider Overview

Attribute
Provider type
Specialist
Specialist
Founded
1998
2022
Headquarters
Frosinone, Italy
New York, NY
Billing model
On-demand, Reserved
Per-second usage
Min commitment
None
None
Support tier
Standard → Enterprise
Standard
Regions
1 regions
1 regions

Strengths & Best For

Seeweb

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.

Strengths
  • Italian data residency
  • EU sovereignty
  • A100/H100 availability
  • Enterprise SLAs
Best For
Italian/EU enterprise teamsGDPR-sensitive workloadsHPC workloads
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Beam

Beam is a serverless GPU platform that lets developers deploy AI models and run H100, A100, and T4 compute jobs with automatic scaling and per-second pay-per-use billing — no infrastructure management required. A Python-native SDK and fast cold starts make it easy to build and ship LLM inference APIs, batch ML pipelines, and AI model serving endpoints quickly. A strong choice for Python-first teams that want serverless GPU infrastructure with predictable, usage-based pricing.

Strengths
  • Serverless model
  • Auto-scaling
  • Simple SDK
  • Fast cold starts
Best For
Serverless AI inferenceBatch processingPython-first teams
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Live GPU Pricing

No live pricing data available for these providers right now. View all live GPU prices →

Region Coverage

Popular Comparisons

Seewebspecialist 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.

Beamspecialist provider

Beam is a serverless GPU platform that lets developers deploy AI models and run H100, A100, and T4 compute jobs with automatic scaling and per-second pay-per-use billing — no infrastructure management required. A Python-native SDK and fast cold starts make it easy to build and ship LLM inference APIs, batch ML pipelines, and AI model serving endpoints quickly. A strong choice for Python-first teams that want serverless GPU infrastructure with predictable, usage-based pricing.

Billing model comparison

Seeweb uses a On-demand, Reserved billing model with a minimum commitment of None. Beam uses Per-second usage 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

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. Beam is best suited for: Serverless AI inference, Batch processing, Python-first teams. Its key strengths are serverless model, auto-scaling, simple sdk. Both providers target similar workload profiles — the live pricing table above is the most reliable way to determine which offers better value for your specific GPU model and region requirements.

Support tiers and region coverage

Seeweb offers Standard → Enterprise support across 1 region (EU-South). Beam offers Standard support across 1 region (US). Both providers have comparable region coverage — choose based on which specific regions overlap with your user base or data residency requirements.

Provider background: Seeweb vs Beam

Seeweb was founded in 1998 and is headquartered in Frosinone, Italy. Beam was founded in 2022 and is headquartered in New York, NY. Seeweb has 24 years more operational history than Beam, 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.