AMD· RDNA 3.0

AMD Radeon RX 7900 XTX

VRAM
24 GB
HIGH-END
BANDWIDTH
960
GB/S
MODELS Q4
249/331
75%
7B Q4 SPEED
~122
BLAZING
▸ MODEL COVERAGE @ Q475% OF ALL
▸ ESTIMATED SPEED· BY MODEL SIZE @ Q4

Average speeds at Q4 quantization. Actual performance varies by model architecture and context length.

3B
~284
TOK/S
7B
~122
TOK/S
14B
~61
TOK/S
32B
~27
TOK/S
70B
39.4GB NEEDED
▸ SPECIFICATIONS
VRAM
24 GB
BANDWIDTH
960 GB/s
FP16 COMPUTE
122.8 TFLOPS
TDP
355W
MEMORY
GDDR6
ARCHITECTURE
RDNA 3.0
STREAM PROCESSORS
6,144
COMPUTE UNITS
96
PCIE
Gen 4 x16
MSRP
$999
218
FAST MODELS · >30 TOK/S
Real-time chat speed
249
USABLE · >10 TOK/S
Comfortable for all tasks
249
TOTAL COMPATIBLE
Fit in VRAM at Q4
▸ WHERE TO BUY

MSRP $999

Some links are affiliate links — we may earn a small commission at no extra cost to you. This helps keep FitMyLLM free and independent.

▸ DON’T WANT TO BUY?

Test Radeon RX 7900 XTX (or anything bigger) without committing. Pay by the second, cancel anytime.

Spin up in ~60s. Pay by the second. Cancel anytime.

Some links are affiliate links — we may earn a small commission at no extra cost to you. This helps keep FitMyLLM free and independent.

▸ COMPATIBLE MODELS· 249
S
nomic-embed-text-v1.5 100M0.1B
EMBEDDING·8K CTX· CHAT
8533
TOK/S · 2% VRAM
S
GPT-2 124M0.124B
GPT2·1K CTX· CHAT
6882
TOK/S · 2% VRAM
S
SmolLM2 135M0.135B
SMOLLM·2K CTX· CHAT
6321
TOK/S · 2% VRAM
S
bge-large-en-v1.5 335M0.335B
EMBEDDING·1K CTX· CHAT
2547
TOK/S · 3% VRAM
S
mxbai-embed-large-v10.335B
EMBEDDING·1K CTX· EMBEDDING
2547
TOK/S · 3% VRAM
S
Snowflake Arctic Embed L0.335B
EMBEDDING·1K CTX· EMBEDDING
2547
TOK/S · 3% VRAM
S
GPT-2 Medium 345M0.345B
GPT2·1K CTX· CHAT
2473
TOK/S · 3% VRAM
S
SmolLM2 360M0.36B
SMOLLM·8K CTX· CHAT
2370
TOK/S · 3% VRAM
S
Falcon-H1 0.5B0.5B
FALCON·128K CTX· CHAT
1707
TOK/S · 3% VRAM
S
Qwen 1.5 0.5B0.5B
QWEN·32K CTX· CHAT
1707
TOK/S · 3% VRAM
S
Qwen 2.5 0.5B0.5B
QWEN·32K CTX· CHAT
1707
TOK/S · 3% VRAM
S
BGE-M30.568B
EMBEDDING·8K CTX· EMBEDDING
1502
TOK/S · 3% VRAM
S
Qwen3 0.6B0.6B
QWEN·32K CTX· CHAT· REASONING
1422
TOK/S · 4% VRAM
S
GPT-2 Large 774M0.774B
GPT2·1K CTX· CHAT
1102
TOK/S · 4% VRAM
S
Qwen 3.5 0.8B0.8B
QWEN·256K CTX· CHAT· CODING· MULTILINGUAL
1067
TOK/S · 4% VRAM
S
Qwen3.5-0.8B0.9B
QWEN·256K CTX· CHAT
948
TOK/S · 4% VRAM
S
Falcon3-1B1B
FALCON·32K CTX· CHAT
853
TOK/S · 5% VRAM
S
InternLM2 1B1B
INTERNLM·32K CTX· CHAT
853
TOK/S · 5% VRAM
S
TinyLlama 1.1B1.1B
LLAMA·2K CTX· CHAT
776
TOK/S · 5% VRAM
S
LFM2.5-1.2B-Thinking1.2B
LFM·122K CTX· CHAT· REASONING· TOOL_USE
711
TOK/S · 5% VRAM
S
Llama-3.2-1B1.2B
LLAMA·4K CTX· CHAT
711
TOK/S · 5% VRAM
S
DeepSeek Coder 1.3B1.3B
DEEPSEEK·16K CTX· CODING
656
TOK/S · 5% VRAM
S
EXAONE-4.0-1.2B1.3B
EXAONE·64K CTX· CHAT
656
TOK/S · 5% VRAM
S
OPT 1.3B1.3B
OPT·2K CTX· CHAT
656
TOK/S · 5% VRAM
S
Phi-1 1.3B1.3B
PHI·2K CTX· CODING
656
TOK/S · 5% VRAM
S
Phi-1.5 1.3B1.3B
PHI·2K CTX· CHAT· CODING
656
TOK/S · 5% VRAM
S
granite-4.0-h-tiny 6.9B6.9BMoE
GRANITE·128K CTX· CHAT
569
TOK/S · 20% VRAM
S
Falcon-H1 1.5B1.5B
FALCON·128K CTX· CHAT· CODING
569
TOK/S · 6% VRAM
S
GPT-2 XL 1.5B1.5B
GPT2·1K CTX· CHAT
569
TOK/S · 6% VRAM
S
Qwen2.5-Coder-1.5B1.5B
QWEN·32K CTX· CHAT· TOOL_USE· CODING
569
TOK/S · 6% VRAM
S
Qwen2 Math 1.5B1.5B
QWEN·4K CTX· REASONING
569
TOK/S · 6% VRAM
S
Qwen 2.5 1.5B1.5B
QWEN·32K CTX· CHAT· CODING
569
TOK/S · 6% VRAM
S
Yi Coder 1.5B1.5B
YI·125K CTX· CODING
569
TOK/S · 6% VRAM
S
stablelm-2-1_6b1.6B
STABLELM·4K CTX· CHAT
533
TOK/S · 6% VRAM
S
Qwen3 1.7B1.7B
QWEN·32K CTX· CHAT· REASONING
502
TOK/S · 6% VRAM
S
SmolLM2 1.7B1.71B
SMOLLM·8K CTX· CHAT
499
TOK/S · 6% VRAM
S
Qwen 1.5 1.8B1.8B
QWEN·32K CTX· CHAT
474
TOK/S · 7% VRAM
S
Moondream2 1.9B1.9B
OTHER·2K CTX· VISION· CHAT
449
TOK/S · 7% VRAM
S
Gemma 1 2B2B
GEMMA·8K CTX· CHAT
427
TOK/S · 7% VRAM
S
Granite 3.0 2B2B
GRANITE·128K CTX· CHAT· CODING
427
TOK/S · 7% VRAM
▸ NEXT STEP

Get personalized recommendations.

See ranked models with benchmark scores, run commands, and precise speed estimates for your Radeon RX 7900 XTX.

▸ DEVICE UNDER TEST

AMD Radeon RX 7900 XTX24 GB VRAM.

RADEON RX 7900 XTX SPEC
BRAND
AMD
VRAM
24 GB GDDR6
BANDWIDTH
960 GB/s
FP16 COMPUTE
122.8 TFLOPS
FP32 COMPUTE
61.4 TFLOPS
STREAM PROCESSORS
6,144
TDP
355 W
ARCHITECTURE
RDNA 3.0
MSRP
$999
▸ AI CAPABILITY
249/ 331 models @ Q4

With 24 GB VRAM and 960 GB/s bandwidth, this GPU handles models up to 34.4B parameters.

Speed ≈ bandwidth / model_size × efficiency. A 7B model at Q4 runs at ~110 tok/s.

§ 01TOP MODELS FOR RADEON RX 7900 XTX
249 FIT · SHOWING 20
MODELSIZEVRAM Q4TOK/SAVG
Nous Capybara 34B34.4B21.5 GB2542.0
Yi-1.5 34B34.4B21.5 GB2545.3
Falcon-H1 34B34B21.3 GB2566.1
CodeLlama 34B34B21.3 GB2525.4
Nous Hermes 2 34B34B21.3 GB2547.0
Phind CodeLlama 34B34B21.3 GB2568.1
LLaVA-1.6 Yi 34B34B21.3 GB2547.4
WizardCoder Python 34B34B21.3 GB2573.2
Yi 34B34B21.3 GB2533.4
DeepSeek Coder 33B33B20.7 GB2626.0
Vicuna 33B33B20.7 GB2617.2
LLaMA 1 30B33B20.7 GB2617.8
DeepSeek-R1-Distill-Qwen-32B32.8B20.5 GB2646.9
Qwen3 32B32.8B20.5 GB2654.9
Qwen2.5-32B32.5B20.4 GB2654.3
Qwen 2.5 Coder 32B32.5B20.4 GB2648.0
QwQ-32B32.5B20.4 GB2645.1
OLMo-2-0325-32B32.2B20.2 GB2759.1
Aya Expanse 32B32B20.0 GB2735.9
Cogito 32B32B20.0 GB2739.4