Specifications Compared
| Spec | Gaudi 2 | RTX 4070 |
|---|---|---|
| TDP | 600W | 200W |
| VRAM | 96 GB | 12-16 GB |
| CUDA Cores | Not published | 5,888 |
| FP8 (dense) | Not published | 116.6 TFLOPS |
| Memory Type | HBM2e | GDDR6X |
| Architecture | Gaudi | Ada Lovelace |
| FP16 (dense) | Not published | 58.3 TFLOPS |
| Form Factors | OAM | PCIe |
| INT8 (dense) | Not published | 233.2 TOPS |
| Interconnect | RoCE Ethernet, PCIe 4.0 | PCIe 4.0 |
| Tensor Cores | Not published | 184 |
| FP32 Performance | Not published | 29.1 TFLOPS |
| Memory Bandwidth | 2,450 GB/s | 504 GB/s |
| FP8 (with sparsity) | Not published | 233.2 TFLOPS |
| FP16 (with sparsity) | Not published | 116.6 TFLOPS |
| INT8 (with sparsity) | Not published | 466.4 TOPS |
Performance Analysis
The RTX 4070 delivers FP16 dense performance of 58.3 TFLOPS and FP16 with sparsity performance of 116.6 TFLOPS alongside FP32 dense performance of 29.1 TFLOPS. Memory bandwidth of 2450 GB/s on the Gaudi 2 compared with 504 GB/s on the RTX 4070 supports larger batch sizes in memory constrained workloads. The 600 W TDP of the Gaudi 2 versus the 200 W TDP of the RTX 4070 indicates different power budgets that affect deployment density without published tensor figures available for the Gaudi 2.
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 4070
RTX 4070 is not offered on-demand by any provider we track right now. See the RTX 4070 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 workloads that require 96 GB of HBM2e memory and 2450 GB/s bandwidth such as large model training on OAM form factor systems with RoCE Ethernet interconnect.
When to Choose the RTX 4070
The RTX 4070 fits scenarios that need FP16 dense performance of 58.3 TFLOPS or FP32 dense performance of 29.1 TFLOPS at a 200 W TDP in standard PCIe slots.
Use Cases
The Gaudi 2 supplies 96 GB of memory that accommodates larger models than the 12 GB to 16 GB on the RTX 4070.
The RTX 4070 provides FP16 dense performance of 58.3 TFLOPS at 200 W TDP for efficient deployment.
The RTX 4070 includes FP8 dense performance of 116.6 TFLOPS suitable for image generation tasks.
The Gaudi 2 features 2450 GB/s memory bandwidth that exceeds the 504 GB/s on the RTX 4070 for data intensive calculations.
Frequently Asked Questions
What memory configurations distinguish the Gaudi 2 from the RTX 4070?▾
The Gaudi 2 contains 96 GB of HBM2e memory while the RTX 4070 contains between 12 GB and 16 GB of GDDR6X memory.
How do the power requirements compare between these GPUs?▾
The Gaudi 2 lists a TDP of 600 W and the RTX 4070 lists a TDP of 200 W.
Which GPU offers higher memory bandwidth?▾
The Gaudi 2 reaches 2450 GB/s bandwidth compared with 504 GB/s on the RTX 4070.
What FP16 performance does the RTX 4070 publish?▾
The RTX 4070 states FP16 dense performance of 58.3 TFLOPS and FP16 with sparsity performance of 116.6 TFLOPS.
What form factors and interconnects are listed?▾
The Gaudi 2 uses the OAM form factor with RoCE Ethernet and PCIe 4.0 while the RTX 4070 uses the PCIe form factor with PCIe 4.0.
Which is cheaper to rent, the Gaudi 2 or the RTX 4070?▾
Cloud rental prices for both the Gaudi 2 and RTX 4070 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 4070?▾
The Gaudi 2 has 96 GB of HBM2e memory. The RTX 4070 has 12 to 16 GB of GDDR6X memory.
Can I find Gaudi 2 and RTX 4070 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 4070?▾
The Gaudi 2 uses the Gaudi architecture (2022) while the RTX 4070 uses Ada Lovelace (2023). The Gaudi 2 has 96 GB of HBM2e at 2,450 GB/s; the RTX 4070 has 12-16 GB of GDDR6X at 504 GB/s, so the Gaudi 2 has 4.9x the memory bandwidth of the RTX 4070.
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 4070. 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 4070Every 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.