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Spec drill · CUDA / Stream cores

GeForce RTX 5070 Ti vs Radeon RX 9070

A side-by-side readout for cuda / stream cores.

Buyer's guide

What cuda / stream cores means for this matchup

CUDA / Stream cores is a measured value in the published unit. On this field, NVIDIA - GeForce RTX 5070 Ti has the advantage because the higher value is preferred.Treat this page as one decision slice, then return to the full comparison before making a purchase.

NVIDIA - GeForce RTX 5070 Ti
8960
AMD - Radeon RX 9070
3584
NVIDIA · GeForce RTX 5070 Ti
8960
lead
AMD · Radeon RX 9070
3584
VerdictGeForce RTX 5070 Ti wins on cuda / stream cores.
Context

Understanding cuda / stream cores

CUDA cores are NVIDIA's general-purpose shader units. They handle raster rendering, compute, and general parallel workloads.

Cross-generation comparison

CUDA cores from different architectures (Ampere vs Ada vs Blackwell) are not equivalent — Blackwell cores deliver more work per clock thanks to architectural improvements. Within the same generation, CUDA count is a strong predictor of performance.

  • Tensor Cores — accelerate matrix math for DLSS, ML inference.
  • RT Cores — accelerate ray traversal.
  • CUDA Cores — everything else (raster, general compute).

A modern RTX card lists all three. Tensor and RT counts scale roughly with CUDA count within a generation.

This matchupGeForce RTX 5070 Ti's 8960 is roughly 150% higher than Radeon RX 9070's 3584 (a 5376 gap). Whether that gap is noticeable depends on workload — small percentage gaps rarely change day-to-day experience, while gaps of 20% or more usually do.

Glossary

What is cuda cores?

NVIDIA's parallel shader processors. Each CUDA core executes one floating-point or integer operation per clock; total count is a rough indicator of raster throughput within a generation.

Read the full CUDA cores explainer
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Other specs on this comparison

See the full Graphics Cards category for all products ranked by Mars Score.