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RTX 4060 Ti vs RTX 5060 (Blackwell) for LLM Hosting: A Generation in Review

The RTX 5060 (8 GB Blackwell) replaced the RTX 4060 Ti as the entry-tier AI card. Here is how the generations compare for LLM hosting workloads.

The RTX 4060 Ti and RTX 5060 occupy the same price tier across two generations. The 4060 Ti was the entry Ada card; the 5060 is the entry Blackwell card. For LLM hosting, the generational gap is meaningful — primarily because of FP8.

TL;DR

RTX 5060 (8 GB) at FP8 outperforms RTX 4060 Ti (8 or 16 GB) at FP16 on Mistral 7B by roughly 1.4×. For 16 GB workloads the RTX 4060 Ti 16 GB is closer-tied; for 8 GB workloads the 5060 wins. Pick the RTX 5060 Ti 16 GB over either if VRAM matters.

Spec comparison

SpecRTX 4060 Ti 8/16 GBRTX 5060 8 GB
ArchitectureAda LovelaceBlackwell
VRAM8 / 16 GB GDDR68 GB GDDR7
Memory bandwidth288 GB/s448 GB/s
CUDA cores4,3523,840
FP16 TFLOPS~22~23
FP8 hardwareNoYes (~184 TOPS)
TDP160 W150 W

Real LLM benchmarks

WorkloadRTX 4060 TiRTX 5060Winner
Mistral 7B INT4~250 tok/s~310 tok/s5060 (+24%)
Mistral 7B FP16 (16 GB only)~430 tok/sdoes not fit (8 GB)4060 Ti
Phi-3 Mini FP16~340 tok/s~400 tok/s5060
Whisper Large-v3 RTF~4.5×~5×5060
SDXL Turbo 1024² (s/image)~1.6 s~1.4 s5060

If you need 16 GB at the entry tier, the RTX 4060 Ti 16 GB still has a niche — same 16 GB as the 5060 Ti at lower hardware cost. But the 5060 Ti 16 GB Blackwell adds FP8 hardware that’s worth the premium for new deployments.

Verdict

  • For 8 GB workloads: RTX 5060 is the better card.
  • For 16 GB workloads: RTX 5060 Ti 16 GB beats RTX 4060 Ti 16 GB on FP8 path.
  • If 4060 Ti 16 GB is dramatically cheaper in stock pricing: it remains a reasonable choice.

Bottom line

Blackwell's FP8 hardware is the genuine generational upgrade for LLM workloads. The 5060 (Ti) lineup is the better pick for new deployments. See RTX 5060 hosting for the spec page.

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