Specifications Compared
| Spec | Gaudi 2 | RTX 2060 |
|---|---|---|
| TDP | 600W | 160W |
| VRAM | 96 GB | 6-12 GB |
| CUDA Cores | Not published | 1,920 |
| Memory Type | HBM2e | GDDR6 |
| Architecture | Gaudi | Turing |
| Form Factors | OAM | PCIe |
| Interconnect | RoCE Ethernet, PCIe 4.0 | PCIe 3.0 |
| Tensor Cores | Not published | 240 |
| FP32 Performance | Not published | 6.5 TFLOPS |
| Memory Bandwidth | 2,450 GB/s | 336 GB/s |
Performance Analysis
The RTX 2060 delivers 6.5 TFLOPS in dense FP32 mode while the Gaudi 2 provides no published FP32 figure. Memory bandwidth differences of 2450 GB/s versus 336 GB/s directly influence achievable batch sizes during model execution. Higher bandwidth on the Gaudi 2 supports larger data movements per second compared to the RTX 2060. The 96 GB capacity versus 6-12 GB capacity further extends the scale of workloads that fit without partitioning. Power consumption at 600W versus 160W affects sustained operation in dense deployments. Interconnect choices between RoCE Ethernet and PCIe 3.0 determine data transfer efficiency across multiple devices.
Current On-Demand Offers
Cheapest secure on-demand offer per provider that is reported in stock right now, per GPU per hour; multi-GPU instances show the whole-instance price alongside. Deploy opens the DeployGPU console for providers on the platform, otherwise the provider's own site. Stock is rechecked every minute.
Gaudi 2
Gaudi 2 is not offered on-demand by any provider we track right now. See the Gaudi 2 rental page for last-seen listed prices and a price alert.
RTX 2060
RTX 2060 is not offered on-demand by any provider we track right now. See the RTX 2060 rental page for last-seen listed prices and a price alert.
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When to Choose the Gaudi 2
The Gaudi 2 suits scenarios that require 96 GB memory capacity and 2450 GB/s bandwidth for handling extensive data sets. Its 600W TDP and OAM form factor align with installations that prioritize throughput over power efficiency in large scale environments.
When to Choose the RTX 2060
The RTX 2060 fits tasks where 6.5 TFLOPS dense FP32 performance and 160W TDP keep power and cooling demands low. Its PCIe form factor and 6-12 GB memory match smaller workloads that operate within consumer or edge hardware constraints.
Use Cases
The Gaudi 2 supplies 96 GB memory and 2450 GB/s bandwidth that accommodate larger training batches than the RTX 2060 6-12 GB capacity.
The Gaudi 2 2450 GB/s bandwidth supports higher throughput for inference pipelines compared to the RTX 2060 336 GB/s rate.
The Gaudi 2 96 GB memory enables fine-tuning of models that exceed the RTX 2060 6-12 GB limit without additional partitioning.
The RTX 2060 6.5 TFLOPS dense FP32 and 160W TDP provide sufficient performance for image generation at lower power draw than the Gaudi 2.
The Gaudi 2 2450 GB/s bandwidth and 96 GB capacity handle compute intensive simulations that benefit from high memory throughput.
Frequently Asked Questions
How does TDP differ between the Gaudi 2 and RTX 2060?▾
The Gaudi 2 TDP reaches 600W whereas the RTX 2060 TDP reaches 160W. The higher value on the Gaudi 2 requires more substantial cooling infrastructure.
Which GPU offers higher memory bandwidth?▾
The Gaudi 2 reaches 2450 GB/s while the RTX 2060 reaches 336 GB/s. Bandwidth directly limits the speed of data access during computation.
What FP32 performance is listed for the RTX 2060?▾
The RTX 2060 lists 6.5 TFLOPS in dense FP32 mode. No corresponding dense FP32 figure appears for the Gaudi 2.
What interconnect options exist on each GPU?▾
The Gaudi 2 supports RoCE Ethernet and PCIe 4.0 while the RTX 2060 supports PCIe 3.0. These options affect multi device scaling capabilities.
Which form factor applies to the Gaudi 2 versus the RTX 2060?▾
The Gaudi 2 uses the OAM form factor while the RTX 2060 uses the PCIe form factor. Form factor selection influences server compatibility.
Which is cheaper to rent, the Gaudi 2 or the RTX 2060?▾
Cloud rental prices for both the Gaudi 2 and RTX 2060 vary by provider, configuration, and availability. This page shows live pricing from 25+ providers updated every 60 seconds. Scroll to the Live Cloud Pricing section to compare current rates.
How much VRAM does the Gaudi 2 have compared to the RTX 2060?▾
The Gaudi 2 has 96 GB of HBM2e memory. The RTX 2060 has 6 to 12 GB of GDDR6 memory.
Can I find Gaudi 2 and RTX 2060 GPUs available to rent right now?▾
Yes. This page shows real-time availability across 25+ cloud GPU providers. The Live Cloud Pricing section displays only in-stock offers with current pricing.
What is the main difference between the Gaudi 2 and the RTX 2060?▾
The Gaudi 2 uses the Gaudi architecture (2022) while the RTX 2060 uses Turing (2019). The Gaudi 2 has 96 GB of HBM2e at 2,450 GB/s; the RTX 2060 has 6-12 GB of GDDR6 at 336 GB/s, so the Gaudi 2 has 7.3x the memory bandwidth of the RTX 2060.
Rent these GPUs
Each GPU page lists every current on-demand offer by provider, per GPU-hour, updated every minute.
Related comparisons
How this page is made
- Specifications come from the NVIDIA, AMD and Intel datasheets for the Gaudi 2 and the RTX 2060. Dense and sparse throughput are listed separately.
- Prices and availability are live: every offer shown is an in-stock, on-demand listing from a provider we track, rechecked every minute.
- The written comparison (overview, performance notes, when to choose each card, verdict, use cases and FAQ) was drafted with an AI model from the specification table above and passed an automated check that rejects any figure not in that table. It was last generated on . It contains no prices; those are always read live.
- Read how we collect the data, or report an error on this page.
Next steps
- Rent GAUDI2Every current offer by provider, daily price history and a price alert.
- Rent RTX 2060Every current offer by provider, daily price history and a price alert.
- GPU price indexHow on-demand prices for the major GPUs have moved, updated daily.
- All GPUsEvery GPU we track, with current lows and provider counts.