Specifications Compared
| Spec | RTX-2070 | RTX-4070 |
|---|---|---|
| TDP | 175W | 200W |
| VRAM | 8 GB | 12 GB |
| CUDA Cores | 2,304 | 5,888 |
| Memory Type | GDDR6 | GDDR6X |
| Architecture | Turing | Ada Lovelace |
| Form Factors | PCIe | PCIe |
| Interconnect | NVLink | |
| Tensor Cores | 288 | 184 |
| FP16 Performance | 7.5 TFLOPS | 29.1 TFLOPS |
| FP32 Performance | 7.5 TFLOPS | 29.1 TFLOPS |
| Memory Bandwidth | 448 GB/s | 504 GB/s |
Performance Analysis
The RTX 4070 Ti's 29.1 TFLOPS in FP16 and FP32 dwarfs the RTX 2070's 7.5 TFLOPS: this nearly fourfold boost accelerates machine learning training and inference significantly. Training large models benefits from faster matrix multiplications in tensor cores, reducing epochs from days to hours on equivalent datasets.
Higher memory bandwidth of 504 GB/s on the RTX 4070 Ti versus 448 GB/s on the RTX 2070 supports larger batch sizes without bottlenecks. This enables processing bigger datasets or models in single runs, improving throughput in inference pipelines.
The 12 GB GDDR6X VRAM versus 8 GB GDDR6 allows the RTX 4070 Ti to handle larger language models or higher resolutions in generative tasks: the RTX 2070 risks out-of-memory errors sooner, forcing model sharding or quantization.
Live Cloud Pricing
Real-time prices from 25+ providers. Updated every 60 seconds.
RTX 4070 Ti
| Provider | GPU Model | VRAM | Host Specs | Region | Price | Status | Action | |
|---|---|---|---|---|---|---|---|---|
 RunPod | NVIDIA GeForce RTX 4070 Ti 12GB VRAM | 12GB | 6 vCPU 30GB RAM | 🌍global | $0.50/GPU/hr |
When to Choose the RTX 2070
The RTX 2070 suits budget-constrained prototyping or lightweight inference where 8 GB VRAM and 7.5 TFLOPS suffice. At $0.02 per hour average, it minimizes costs for small-scale fine-tuning or running legacy Turing-optimized code.
Low 175 W TDP makes it preferable in power-sensitive cloud instances, avoiding higher electricity surcharges compared to 200 W alternatives.
When to Choose the RTX 4070 Ti
Opt for the RTX 4070 Ti in performance-critical workloads needing 29.1 TFLOPS for rapid LLM training or Stable Diffusion generation. Its 12 GB VRAM handles models exceeding 8 GB limits, preventing swaps that slow the RTX 2070.
The 504 GB/s bandwidth excels in high-throughput inference, justifying $0.22 per hour average for production deployments where speed offsets cost.
Use Cases
The RTX 4070 Ti's 29.1 TFLOPS FP16 and 12 GB VRAM support larger batch sizes and models than the RTX 2070's 7.5 TFLOPS and 8 GB.
Higher 504 GB/s bandwidth and 29.1 TFLOPS on the RTX 4070 Ti yield greater throughput for serving requests compared to the RTX 2070's 448 GB/s and 7.5 TFLOPS.
29.1 TFLOPS FP32 performance accelerates parameter updates on the RTX 4070 Ti, while 12 GB VRAM fits bigger adapters without issues on the RTX 2070's 8 GB.
RTX 4070 Ti's Ada architecture and 12 GB VRAM generate higher-resolution images faster at 29.1 TFLOPS versus the RTX 2070's Turing limits.
Light simulations fit the RTX 2070's 7.5 TFLOPS and low $0.04 per hour cost; intensive tasks leverage RTX 4070 Ti's 29.1 TFLOPS.
Frequently Asked Questions
Which GPU has more VRAM?▾
The RTX 4070 Ti provides 12 GB GDDR6X VRAM compared to the RTX 2070's 8 GB GDDR6. This difference allows larger models on the RTX 4070 Ti. Bandwidth also favors it at 504 GB/s over 448 GB/s.
What is the performance difference in TFLOPS?▾
RTX 4070 Ti achieves 29.1 TFLOPS in FP16 and FP32, nearly four times the RTX 2070's 7.5 TFLOPS in both. This translates to faster training and inference. Ada Lovelace architecture enhances efficiency over Turing.
How do cloud prices compare?▾
RTX 2070 rentals start at $0.02 per hour, averaging $0.04 across 2 offers. RTX 4070 Ti begins at $0.08 per hour, averaging $0.22 across 5 offers. The price ratio reflects performance gains.
Which has lower power consumption?▾
RTX 2070 draws 175 W TDP versus RTX 4070 Ti's 200 W. Lower TDP suits power-limited setups. Both use PCIe form factor.
Is NVLink supported?▾
RTX 2070 includes NVLink interconnect for multi-GPU scaling. RTX 4070 Ti lacks specified interconnect. This aids parallel training on RTX 2070 clusters.
Which is better for machine learning?▾
RTX 4070 Ti excels with 29.1 TFLOPS and 12 GB VRAM for most ML tasks. RTX 2070 works for basic needs at lower cost. Newer Ada cores optimize tensor operations.
Which is cheaper to rent, the RTX 2070 or the RTX 4070?▾
Cloud rental prices for both the RTX 2070 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 RTX 2070 have compared to the RTX 4070?▾
The RTX 2070 has 8 GB of GDDR6 memory. The RTX 4070 has 12 GB of GDDR6X memory.
Can I find RTX 2070 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 RTX 2070 and the RTX 4070?▾
The RTX 2070 uses the Turing architecture (2018) while the RTX 4070 uses Ada Lovelace (2023). The RTX 4070 delivers 3.9x the FP16 throughput and 1.1x the memory bandwidth of the RTX 2070.