the AI bench
VERIFIED SEPTEMBER 2026
All hardware

HARDWARE · BLACKWELL SWEET SPOT · 16 GB

NVIDIA RTX 5070 Ti

The 5080 without the $250 Blackwell-logo tax.

16 GB GDDR7 at 896 GB/s — 93% of the 5080's bandwidth for ~15% less money at street price. Hardware Corner measured 185 tok/s on Qwen 2.5 14B Q4 short-context, which is the honest sweet spot for this card.

The decision in five lines

The call
Buy — The 5080 without the $250 Blackwell-logo tax.
Best for
Blackwell sweet spot
Runs well
Qwen3-14B · Qwen 3.5 9B · Qwen 3.5 9B + RAG
Watch out
Newegg on September 22: ASUS Prime $1,119.99 new, MSI Frieren $1,149.99, Gigabyte Windforce $1,169.99 and MSI Shadow $1,179.99. The gap to the cheapest new 5080 is about $460; that is large enough that the 5070 Ti keeps its value argument despite identical VRAM.
Evidence
Estimated · last verified September 2026

16
GB GDDR7
896
GB/S BANDWIDTH
300
W TDP
~$1,120
NEW STREET (SEP 22)

What fits at this tier

Same 16 GB ceiling as the 5080 and 5060 Ti. What it buys you: 2× the bandwidth of the 5060 Ti (896 vs 448 GB/s) and 60–80% more real tok/s on 14B dense. Qwen 2.5 14B Q4 at 16K context hits ~58 tok/s (Hardware Corner). 30B-A3B MoE Q4 (~17 GB) requires Q3 at this tier.

CODING
Qwen3-14B Sticky 14B workhorse; 128K context; Apache 2.0; broad runner support.
CHAT / GENERAL
Qwen 3.5 9B 262K context with native multimodal; strong on GPQA, IFEval, LiveCodeBench at the 9B size.
DOCS & RETRIEVAL
Qwen 3.5 9B + RAG Chunk aggressively, retrieve well; 262K native context handles big retrieval windows comfortably.
IMAGE
FLUX.2 klein 4B (Apache 2.0) BFL's first fully Apache-2.0 model; 4B distilled for fast inference on mid-tier GPUs; commercial OK.
AGENTS
Qwen 3.5 9B Strong tool-use performance for 9B; supports thinking mode and 201-language coverage.
VOICE
Chatterbox Multilingual (Resemble AI) MIT; 23 languages; voice cloning + emotion dial; pip 0.1.7 (March 2026) shows active development.

The call

Buy it around the September $1,120 floor if you want the cheapest current Blackwell 16 GB card and strong tok/s-per-dollar for 14B dense work.

Skip it if you can stretch to 24 GB — a used RTX 3090 (~$1,050, still awaiting current sold-listing verification) beats every 16 GB Blackwell card on VRAM-per-dollar. The 5080's September new-retail floor is ~$1,580, so the 5070 Ti is substantially cheaper for 93% of the bandwidth.

Watchouts

  • Newegg on September 22: ASUS Prime $1,119.99 new, MSI Frieren $1,149.99, Gigabyte Windforce $1,169.99 and MSI Shadow $1,179.99. The gap to the cheapest new 5080 is about $460; that is large enough that the 5070 Ti keeps its value argument despite identical VRAM.
  • Same 16 GB ceiling as 5060 Ti means MoE 30B-A3B still requires Q3 or CPU offload. Don't expect this card to fix the VRAM story.
  • PCIe 5.0 x16, 12VHPWR — same re-seat discipline as the 5080.
  • Blackwell driver + llama.cpp maturity gap applies here too; check current build notes before taking community tok/s numbers as the final word.

Local vs cloud at this tier

● LOCAL WINS

Best Blackwell bandwidth-per-dollar for 8B and 14B dense inference. Pairs nicely with an older case + DDR5 platform as a balanced upgrade.

● CLOUD WINS

Cloud still wins on MoE 30B-A3B (locked out by 16 GB) and anything frontier.

The coherent new-NVIDIA choice around $1,120 if 14B throughput matters more than fitting 24 GB-class models. The used RTX 3090 remains the capacity alternative once trustworthy sold prices are available.

Next step

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