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RTX 4090 24 GB or RTX 5060 Ti 16 GB? A Concrete Decision Framework

Both are credible AI hosting cards but at very different price points. Here is the workload-by-workload decision framework — when 16 GB is enough, when 24 GB earns its premium.

The RTX 5060 Ti 16 GB at £119/mo is the cheap entry tier. The RTX 4090 24 GB at £289/mo is a meaningful step up — older architecture but more VRAM and roughly 1.7× faster on FP16. For teams choosing between them, the answer is workload-dependent.

TL;DR

Pick 5060 Ti 16 GB if your workload is 7B/8B chatbots, embeddings, Whisper, or single-pipeline image gen. Pick 4090 24 GB if you need 13B FP16, Mixtral 8x7B INT4, multi-model stacks, or higher concurrency. The 4090 buys you ~50% more capacity for ~65% more cost — usually worth it when you cross VRAM thresholds.

Spec comparison

SpecRTX 5060 Ti 16 GBRTX 4090 24 GB
ArchitectureBlackwellAda Lovelace
VRAM16 GB GDDR724 GB GDDR6X
Memory bandwidth448 GB/s1,008 GB/s
FP16 TFLOPS~24~83
FP8 hardwareYes (~184 TOPS)No (software only)
Monthly£119£289

Two opposite trade-offs. The 5060 Ti has FP8 hardware and the newer architecture; the 4090 has more VRAM and meaningfully more raw compute.

By workload

Workload5060 Ti 16 GBRTX 4090 24 GBWinner
Mistral 7B FP8~880 tok/s~1,200 tok/s (sw FP8)4090 (faster)
Mistral 7B FP16~580 tok/s~950 tok/s4090 (faster)
Llama 3 8B FP8~820 tok/s~1,150 tok/s4090
Qwen 2.5 14B FP16Does not fitFits, tight4090
Mixtral 8x7B INT4TightFits4090
Whisper-onlyTrivialTrivialTie (5060 Ti cheaper)
SDXL7s/image4s/image4090 faster
FLUX.1 dev FP814s/image8s/image (sw FP8)4090 faster
Voice agent stackTight, ~6 concurrentComfortable, ~124090
Embedding-onlyPlentyOverkill5060 Ti (cheaper)
Cost per 1M tokens (Mistral 7B)£0.12 (FP8)£0.195060 Ti

Verdict

  • 5060 Ti: best when 7B/8B is enough and FP8 unlocks the throughput you need.
  • 4090: best when you cross 16 GB or need higher absolute throughput.
  • Both wrong: if your workload genuinely needs >24 GB or FP8 is critical, go to 5090 for £399/mo.

Bottom line

The 5060 Ti is the better cost-per-token card; the 4090 is the better capability card. For most teams the 5060 Ti is enough until they hit a VRAM wall — at which point the right upgrade is usually the 5090, not the 4090. The 4090 is best when stock pricing makes it cheaper than the 5090.

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