RTX 2070 vs RTX 5070 Ti

TuringvsBlackwellUpdated 35 days ago

The RTX 5070 Ti emerges as the clear winner for most AI and compute-intensive use cases due to its 40.6 TFLOPS performance, over five times the RTX 2070's 7.5 TFLOPS, and 12 GB VRAM capacity. While pricier at $0.10 to $0.19 per hour versus $0.02 to $0.04, the throughput justifies the investment for training and inference dominance.

Specifications Compared

SpecRTX-2070RTX-5070
TDP175W250W
VRAM8 GB12 GB
CUDA Cores2,3046,144
Memory TypeGDDR6GDDR7
ArchitectureTuringBlackwell
Form FactorsPCIePCIe
InterconnectNVLink
Tensor Cores288192
FP16 Performance7.5 TFLOPS40.6 TFLOPS
FP32 Performance7.5 TFLOPS40.6 TFLOPS
Memory Bandwidth448 GB/s448 GB/s

Performance Analysis

The RTX 5070 Ti demonstrates superior compute capability: 40.6 TFLOPS in FP16 and FP32 dwarfs the RTX 2070's 7.5 TFLOPS, yielding over 5 times the performance for AI training and inference. This delta accelerates model training epochs and reduces inference latency in deep learning pipelines handling large datasets.

Both GPUs share 448 GB/s memory bandwidth, which supports comparable data transfer rates for batch processing. However, the RTX 5070 Ti's 12 GB GDDR7 VRAM versus 8 GB GDDR6 enables larger batch sizes and complex models without swapping to system RAM, minimizing overhead in memory-intensive tasks like fine-tuning transformers.

Power consumption differs markedly: the RTX 2070's 175 W TDP conserves energy for prolonged runs, while the RTX 5070 Ti's 250 W reflects its Blackwell efficiency gains in sustained high-load scenarios. Turing's NVLink aids multi-GPU scaling on the RTX 2070, absent on the RTX 5070 Ti.

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When to Choose the RTX 2070

The RTX 2070 excels in cost-sensitive environments with rentals from $0.02 per hour. It handles lightweight AI inference, basic Stable Diffusion, or scientific simulations where 7.5 TFLOPS FP32 suffices and 8 GB VRAM accommodates small models. Low 175 W TDP reduces operational costs in dense cloud deployments.

Legacy software optimized for Turing architecture favors the RTX 2070, avoiding Blackwell compatibility hurdles.

When to Choose the RTX 5070 Ti

Opt for the RTX 5070 Ti in performance-critical workloads demanding 40.6 TFLOPS FP16 for rapid LLM training or high-resolution rendering. Its 12 GB GDDR7 VRAM supports larger datasets and batch sizes beyond the RTX 2070's 8 GB limit.

Future-proofing with 2025 Blackwell architecture ensures longevity for evolving AI frameworks, despite higher $0.10 per hour starting pricing.

Use Cases

LLM Training
RTX 5070 Ti

The RTX 5070 Ti's 40.6 TFLOPS FP16 outperforms the RTX 2070's 7.5 TFLOPS by over 5 times, slashing training times for large language models. Its 12 GB VRAM handles bigger batches than 8 GB.

LLM Inference
RTX 5070 Ti

40.6 TFLOPS FP32 on the RTX 5070 Ti delivers faster query responses than the RTX 2070's 7.5 TFLOPS. Equivalent 448 GB/s bandwidth ensures smooth high-throughput serving.

Fine-tuning
RTX 5070 Ti

RTX 5070 Ti's 12 GB GDDR7 supports fine-tuning larger models without memory constraints of RTX 2070's 8 GB. Compute advantage accelerates iterations.

Stable Diffusion
Either

Both offer 448 GB/s bandwidth for image generation pipelines. RTX 2070 suffices for basic use at lower cost, while RTX 5070 Ti speeds complex workflows.

Scientific Computing
RTX 2070

RTX 2070's 175 W TDP and $0.02 per hour pricing fit budget simulations with 7.5 TFLOPS FP32. NVLink aids multi-GPU scientific scaling.

Frequently Asked Questions

Which GPU has higher performance?

The RTX 5070 Ti achieves 40.6 TFLOPS in FP16 and FP32, over 5 times the RTX 2070's 7.5 TFLOPS. This gap impacts training and inference speeds directly.

What are the cloud rental prices?

RTX 2070 starts at $0.02 per hour averaging $0.04 across two offers. RTX 5070 Ti begins at $0.10 per hour averaging $0.19 across two offers.

How much VRAM do they have?

RTX 2070 provides 8 GB GDDR6. RTX 5070 Ti offers 12 GB GDDR7, better for large models.

What is the memory bandwidth?

Both GPUs deliver 448 GB/s bandwidth. This parity supports similar data throughput despite VRAM differences.

Which has lower power consumption?

RTX 2070 uses 175 W TDP versus RTX 5070 Ti's 250 W. Lower TDP aids energy-efficient deployments.

What architectures do they use?

RTX 2070 runs on 2018 Turing. RTX 5070 Ti uses 2025 Blackwell for advanced AI features.

Which is cheaper to rent, the RTX 2070 or the RTX 5070?

Cloud rental prices for both the RTX 2070 and RTX 5070 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 5070?

The RTX 2070 has 8 GB of GDDR6 memory. The RTX 5070 has 12 GB of GDDR7 memory.

Can I find RTX 2070 and RTX 5070 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 5070?

The RTX 2070 uses the Turing architecture (2018) while the RTX 5070 uses Blackwell (2025). The RTX 5070 delivers 5.4x the FP16 throughput and 1.0x the memory bandwidth of the RTX 2070.

RTX 2070 vs RTX 5070 Ti: 5.4x FP16 Gap, 12GB vs 8GB | GPUPerHour