Consumer GPUAMD

AMD Radeon RX 7700 XT 12GB

Curated Aggregate·2024-11-042 workloads · 3 records

MyAI Rating7.8tok/s · Mistral 7B

VRAM

12 GB

TDP

245 W

MSRP

$449

Perf/W

0.21 tok/s/W

Cost/1K tok

$0.09/M

Tested

2024-11-04

Quick answer

How fast is AMD Radeon RX 7700 XT 12GB for local AI workloads?

AMD Radeon RX 7700 XT 12GB hits 58.0 tok/s on Mistral 7B, its strongest benchmarked workload (batch 1, 4096-token context, 12GB VRAM, 245W TDP). It has 3 records across 2 workloads in our database, with a MyAI Rating of 7.8/10. Llama 3 70B Q4 needs ~40GB VRAM, so check the VRAM column before assuming feasibility.

Verdict

AMD Radeon RX 7700 XT 12GB with 12GB VRAM at 245W TDP, scored across 2 workloads with 3 benchmark records.

Best workload

Mistral 7B

58 tok/s

Quantization

Q4_K_M

4K context · batch 1

LLM Inference Performance

Benchmarks (2 workloads)

Workload	Score	Quant	Context	σ	Status	Tested
Llama 3 8B Q4 llm	52.0tok/s	Q4_K_M	4K	,	Curated Aggregate	2024-11-04
Mistral 7B llm	58.0tok/s	Q4_K_M	4K	,	Curated Aggregate	2024-11-21

MyAI Score

Enthusiast

7.8/10

AMD Radeon RX 7700 XT 12GB clears a 7.8/10 based on workload-normalized throughput, memory headroom, efficiency, value, trust, and coverage.

Throughput

255

Capability

119

Efficiency

Value

Trust

Coverage

Composite benchmark518 / 1000

Workload Fit

What models fit this 12GB card at different quantization levels.

FP16

7-8B

Excellent

Won't fit

13-14B

Excellent

Tight

Won't fit

32B

Won't fit

70B

Won't fit

Top Benchmarks

Mistral 7B58 tok/s

Llama 3 8B Q452 tok/s

Source

Community-submitted.

View source How we benchmark →

Public Trust Layer

Trust score

6/10

MyAI rating

7.8

Runs

Freshness

Stale

Source-linked row with explicit verification status.

Tested on 2024-11-21; 644 days old.

Open primary source

Best place to start

Where to buy

Search first

Retailer we'd check first

Amazon search

For mainstream AI hardware, Amazon usually updates street pricing, seller availability, and shipping speed faster than most comparison sites.

Search Amazon listings

+Use $449 as your price anchor unless the part is clearly supply-constrained or newly launched.
+Check the exact cooler, board partner, or memory configuration before buying. The silicon may match, but noise and thermals do not.
+If the Amazon price looks inflated, wait or compare against recent street pricing rather than paying a panic premium.

This is a fit-driven buy, not a hype buy. Price discipline matters more than launch excitement here.

Affiliate note: we do not have a device-level ASIN yet, so this opens tagged Amazon search results for the exact product name.