DGX Spark
44 articles
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NVIDIA GB10 vs RTX PRO 6000 Blackwell: When Does a Professional GPU Make More Sense?
NVIDIA GB10 vs RTX PRO 6000 Blackwell: 128 GB vs 96 GB, bandwidth, published 70B and 120B benchmarks, workstation flexibility and total cost compared.
Wei Fei
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NVIDIA GB10 vs RTX 5090: More Memory or More GPU Power — Which Matters?
NVIDIA GB10 vs GeForce RTX 5090 for local AI: 128 GB vs 32 GB, bandwidth, published LLM benchmarks, power and which to buy, with Singapore prices.
Wei Fei
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NVIDIA GB10 vs Mac Studio M5 Ultra: Who Really Wins at Local AI?
NVIDIA GB10 (DGX Spark, ASUS GX10) vs Apple Mac Studio M5 Ultra and M5 Max for local AI: unified memory, bandwidth, benchmarks, software and Singapore prices.
Wei Fei
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NVIDIA ConnectX-7 vs Ordinary Ethernet: Why AI Clusters Need More Than Fast Internet
Why GB10 AI clusters use ConnectX-7 200 Gb/s RoCE ports instead of office Ethernet: RDMA explained, measured link speeds, cables, switches and limits.
Wei Fei
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Can Eight NVIDIA GB10 Systems Compete With Enterprise AI Infrastructure?
Can an eight-unit NVIDIA GB10 cluster compete with enterprise AI systems? Memory, interconnect, published 8-node results, cost and management compared.
Wei Fei
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400Gbps Networking for AI: Do You Really Need Such an Expensive Switch?
When a GB10 AI cluster needs a switch, bandwidth vs latency for AI traffic, and MikroTik CRS804 DDQ vs NVIDIA SN3700 compared with Singapore prices.
Wei Fei
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Four GB10 Supercomputers on One Desk: Brilliant AI Cluster or Expensive Experiment?
What a four-unit NVIDIA GB10 cluster costs, needs and delivers: 512 GB pooled memory, switch requirements, published results and how it compares with GB300.
Wei Fei
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Spending S$10,000 on an AI Computer? Here's Who Should Actually Buy One.
Who should buy a S$10,000 AI computer in Singapore? Advice by persona for developers, SMEs, labs, agencies and regulated firms, with verified store prices.
Wei Fei
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Stop Paying for Cloud AI? Here's When Running AI Locally Makes Sense
When does local AI beat a cloud API in Singapore? Break-even logic in plain terms, when cloud still wins, and where an ASUS GX10 at S$7,200 fits.
Wei Fei
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NVIDIA DGX Spark vs ASUS GX10: Same Brain, Different Price?
Is the ASUS Ascent GX10 worth it? Same GB10 chip as the DGX Spark, so here is what the Singapore price gap buys at 1 TB, 2 TB...
Wei Fei
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The Hidden Costs of Owning an AI Workstation Nobody Talks About
AI workstation running costs in Singapore: SP Group tariff maths for a GX10 and a 1,600 W GB300, plus storage, 400GbE cables, backups, staff and warranty.
Wei Fei
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Everyone Wants an AI Supercomputer. But Do You Really Need One?
Do you need an AI supercomputer? A Singapore decision table comparing a GB10 desk unit, a business PC and a cloud API, workload by workload, with prices.
Wei Fei
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Can a Mini AI Supercomputer Replace an Entire Server?
Can a GB10 mini AI supercomputer replace a server in Singapore? What a GX10 or DGX Spark can serve, where HA and redundancy fail, and when GB300 fits.
Wei Fei
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128GB RAM Sounds Crazy. Until You Start Running Local AI.
Why local AI needs 128 GB: weights x bytes per parameter plus KV cache, worked for a 70B model, and unified memory vs a 32 GB GPU. Singapore...
Wei Fei
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RTX Spark Laptop vs DGX Spark vs ASUS GX10: Which to Buy SG
RTX Spark laptop vs DGX Spark vs ASUS GX10 for Singapore buyers: N1X vs GB10, 128 GB on both, power, Windows 11 vs DGX OS, clustering, price from...
Wei Fei
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HP ZGX Nano vs ZGX Fury: GB10 vs GB300 in Singapore
HP ZGX Nano G1n vs ZGX Fury G1n for Singapore buyers: 128 GB vs 748 GB, 1 vs 20 PFLOPS, model-size ceiling, power, desk vs rack, S$11,499 list...
Wei Fei
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HP ZGX Nano G1n Price Singapore (Oct 2026): S$11,499
HP ZGX Nano G1n price in Singapore, 20 Oct 2026: S$11,499 list, limited promotion S$7,800 for the 4 TB unit, DAC cable included, vs ASUS GX10 and DGX...
Wei Fei
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DGX Station GB300 vs DGX Spark GB10: Which to Buy (SG)
DGX Station GB300 vs DGX Spark GB10 for Singapore buyers: 20 PFLOPS vs 1 PFLOP, 748 GB vs 128 GB, what fits from 8B to 1T, power, price...
Wei Fei
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Wei Fei
