Tech
'That is where the machine starts winning on cost': Expert pits AMD Radeon AI PRO R9700 rig against ChatGPT and gives
An evaluation of a dual-GPU AMD Radeon AI PRO R9700 workstation costing $18,775 shows it can beat cloud AI subscriptions on cost, but only under specific
Key takeaways
- A dual-GPU AMD Radeon AI PRO R9700 workstation costing $18,775 can beat GPT-5.6 Sol on cost with 3.5 hours of weekly use.
- Multi-Token Prediction nearly doubles throughput to 320.2 tokens per second.
- Generating over 20 million monthly tokens saves a team $11,738 yearly against GPT-5.6 Sol pricing.
- The math flips against cheap cloud tiers like GPT-5.6 Luna, requiring 94.3 hours of weekly use to break even.
- Locally run models trail top cloud systems on complex reasoning benchmarks.
An evaluation of a dual-GPU AMD Radeon AI PRO R9700 workstation costing $18,775 shows it can beat cloud AI subscriptions on cost, but only under specific high-volume workloads. Utilizing Multi-Token Prediction, the rig achieves 320.2 tokens per second, allowing it to surpass GPT-5.6 Sol on cost with 3.5 hours of weekly use. Generating over 20 million monthly tokens against Sol pricing saves a team $11,738 yearly. However, the financial benefit disappears against cheaper models like GPT-5.6 Luna, which would require 94.3 hours of weekly use to break even.
Local AI hardware offers massive savings for high-volume teams, but sacrifices reasoning quality.
By the numbers
- $18,775
- Total tested cost of the dual-GPU AMD workstation
- 320.2
- Tokens generated per second using Multi-Token Prediction
- $11,738
- Yearly savings against GPT-5.6 Sol at 20M monthly tokens
- 94.3
- Weekly hours needed to break even against GPT-5.6 Luna
- $1,880
- Purchase price of a single R9700 card
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Common questions
- What happened with AMD Radeon AI PRO R9700 workstation?
- A dual-GPU AMD Radeon AI PRO R9700 workstation costing $18,775 can beat GPT-5.6 Sol on cost with 3.5 hours of weekly use.
- Where can I read the original report?
- Read the full report at Techradar.
