NVIDIA RTX 4000 (Ada Generation) vs NVIDIA Titan RTX, AI & Machine Learning Comparison

NVIDIA RTX 4000 (Ada Generation)
NVIDIA RTX 4000 (Ada Generation)
vs
NVIDIA Titan RTX
NVIDIA Titan RTX

NVIDIA Titan RTX wins 4 of 11 benchmarks, averaging 42.3% faster.

NVIDIA Titan RTX's numbers are anchored estimates calibrated against our measured cards, pending first-party measurement. Treat small gaps as ties.

What the numbers say

The gap is widest in Qwen2.5-Coder 14B, where NVIDIA Titan RTX leads by 64% (36.34 vs 59.75 tok/s); the closest fight is Stable Diffusion XL (0% apart); VRAM decides part of this one: NVIDIA Titan RTX runs 6 of our 12 AI workloads while the other card runs 5, models that don't fit score zero.

Benchmark results head-to-head

BenchmarkNVIDIA RTX 4000 (Ada Generation)NVIDIA Titan RTXDifference
Qwen3 4B tok/s110.18158.13-30%
Llama 3.1 8B tok/s66.59107.39-38%
Qwen2.5-Coder 14B tok/s36.3459.75-39%
Qwen3 32B tok/s028.36n/a
Llama 3.3 70B tok/s00n/a
Stable Diffusion XL images/min6.566.560%
FLUX.1 dev images/min00n/a
FLUX.1 Kontext dev images/min00n/a
Qwen-Image-Edit images/min00n/a
LTX-Video (distilled) frames/s2.060n/a
Wan 2.2 5B (720p) frames/s0.180n/a

Whole-job comparison

How long each card takes to finish a complete pipeline, not just one model. NVIDIA RTX 4000 (Ada Generation) is faster on 0 of 1; NVIDIA Titan RTX on 1.

WorkflowNVIDIA RTX 4000 (Ada Generation)NVIDIA Titan RTXDifference
Full codebase review27.5 min16.7 minNVIDIA Titan RTX 1.64x faster

Specifications compared

NVIDIA RTX 4000 (Ada Generation)NVIDIA Titan RTX
VRAM20GB24GB
ArchitectureAda LovelaceTuring (TU102)
Memory bandwidth360 GB/s672 GB/s
Boost clock2,175 MHz1,770 MHz
TDP130 W280 W
Launch MSRP$1,250$2,499
Release2023-08-092018-12-18

FAQ

Which is better for ai & machine learning: NVIDIA RTX 4000 (Ada Generation) or NVIDIA Titan RTX?
NVIDIA Titan RTX performs better for ai & machine learning, winning 4 of 11 benchmarks in our suite with an average 42.3% advantage.
What are the main hardware differences between NVIDIA RTX 4000 (Ada Generation) and NVIDIA Titan RTX?
NVIDIA RTX 4000 (Ada Generation) has 20GB VRAM and a 130W TDP, while NVIDIA Titan RTX has 24GB VRAM and a 280W TDP.
Does VRAM matter more than speed between NVIDIA RTX 4000 (Ada Generation) and NVIDIA Titan RTX?
For AI, yes, NVIDIA Titan RTX fits 1 more of our 12 workloads than NVIDIA RTX 4000 (Ada Generation). A model that exceeds VRAM doesn't run slower, it doesn't run at all, so the card that fits the model wins that workload outright.
Where is the biggest performance difference between NVIDIA RTX 4000 (Ada Generation) and NVIDIA Titan RTX?
Qwen2.5-Coder 14B: NVIDIA Titan RTX leads by roughly 64% (36.34 vs 59.75 tok/s) in our testing.

NVIDIA RTX 4000 (Ada Generation) full review · NVIDIA Titan RTX full review · All AI & Machine Learning rankings