What Can the AMD RX 6900 XT Run?

16 GB · compatibility with 168 AI models

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Short answer: the AMD RX 6900 XT (16 GB) can run 165 of 168 AI image, video, 3D and audio models we track. Best picks: Z-Image Turbo, WAN 2.2 T2V A14B (MoE), WAN 2.2 TI2V 5B, WAN 2.2 I2V A14B, SDXL Base 1.0.

S Perfect	A Great	B Good	C Usable	D Barely	F Can't Run
13 models	0 models	105 models	41 models	5 models	4 models

Open the AMD RX 6900 XT in the checker

AMD RX 6900 XT specs for AI

Brand	AMD
Series	RX 6000
VRAM	16 GB
Architecture	rdna2
FP16 compute	10.4 TFLOPS
Memory bandwidth	512 GB/s
FP8 support	No
Released	2020
Launch price	$999

AI models on the AMD RX 6900 XT

Each model uses the best format that fits in 16 GB. How ratings work.

Text to Image

Model	Rating	Runs as	VRAM used	Speed
Stable Diffusion 1.5	B Good	FP16	4 GB	Fast
Stable Diffusion 1.4	B Good	FP16	4 GB	Fast
Stable Diffusion 2.1	B Good	FP16	5 GB	Moderate
Stable Diffusion 2.0	B Good	FP16	5 GB	Moderate
PixArt-Alpha 600M	B Good	FP16	6 GB	Moderate
SDXL Base 1.0	B Good	FP16	7 GB	Moderate
SDXL Turbo	B Good	FP16	7 GB	Moderate
Animagine XL 3.1	B Good	FP16	7 GB	Moderate
Pony Diffusion v6 XL	B Good	FP16	7 GB	Moderate
NoobAI XL	B Good	FP16	7 GB	Moderate
Juggernaut XL Ragnarok	B Good	FP16	7 GB	Moderate
SDXL Lightning 4-step	B Good	FP16	7 GB	Moderate
DreamShaper XL	B Good	FP16	7 GB	Moderate
Illustrious XL v1.0	B Good	FP16	7 GB	Moderate
Playground v2.5 2.6B	B Good	FP16	7 GB	Moderate
RealVisXL v5.0	B Good	FP16	7 GB	Moderate
Epicrealism XL	B Good	FP16	7 GB	Moderate
PixArt-Sigma 900M	B Good	FP16	7 GB	Moderate
Stable Diffusion 3 Medium (2B)	B Good	FP16	7 GB	Moderate
SDXL Hyper 1-step	B Good	FP16	7 GB	Moderate
Stable Diffusion 3.5 Medium (2.5B)	B Good	FP16	8 GB	Moderate
HunyuanDiT 1.5B	B Good	FP16	8 GB	Moderate
Z-Image Turbo	B Good	FP16	10 GB	Moderate
FLUX.2 Klein 9B	B Good	GGUF Q4	5 GB	Moderate
Chroma1 HD	B Good	GGUF Q4	5 GB	Moderate
Ideogram 4.0	B Good	GGUF Q4	6 GB	Slow
MOSS-Image 5B	B Good	FP16	12 GB	Moderate
Stable Diffusion 3.5 Large (8B)	B Good	GGUF Q4	7 GB	Slow
Stable Diffusion 3.5 Large Turbo	B Good	GGUF Q4	7 GB	Slow
FLUX.1 Krea Dev	B Good	GGUF Q4	7 GB	Slow
Flux.1 Lite	B Good	FP16	12 GB	Moderate
AuraFlow 0.3	B Good	FP16	12 GB	Moderate
Krea 2 Turbo	B Good	GGUF Q4	8 GB	Slow
Flux.1 Dev 12B	B Good	GGUF Q4	8 GB	Slow
Flux.2 Klein 4B	B Good	FP16	13 GB	Moderate
Flux.1 Schnell 12B	B Good	GGUF Q4	8 GB	Slow
HunyuanImage 3.0	B Good	GGUF Q4	8 GB	Slow
Qwen-Image 2.1	C Usable	FP16	14 GB	Moderate
Z-Image Base	C Usable	FP16	14 GB	Moderate
Ming-Image 0.1 Design	C Usable	FP16	14 GB	Moderate
Kolors	C Usable	FP16	14 GB	Moderate
Qwen-Image 2512 (20B)	C Usable	GGUF Q4	12 GB	Slow
Flux.2 Dev 32B	C Usable	GGUF Q3	14 GB	Slow
ERNIE-Image 8B	C Usable	FP16	16 GB	Moderate
HiDream-O1-Image 8.8B	C Usable	FP16	16 GB	Moderate
Seedream 3.0	D Barely	FP16	16 GB	Moderate
GLM-Image	D Barely	FP16	16 GB	Moderate

Image to Image

Model	Rating	Runs as	VRAM used	Speed
SD 1.5 img2img	B Good	FP16	4 GB	Fast
InstructPix2Pix	B Good	FP16	5 GB	Moderate
SDXL img2img	B Good	FP16	7 GB	Moderate
IP-Adapter SDXL	B Good	FP16	9 GB	Moderate
IP-Adapter FaceID SDXL	B Good	FP16	10 GB	Moderate
Mage-Flow 4B	B Good	FP16	10 GB	Moderate
Boogu-Image Edit	B Good	GGUF Q4	6 GB	Slow
Flux.1 Dev img2img 12B	B Good	GGUF Q4	8 GB	Slow
Flux Kontext Dev	B Good	GGUF Q4	8 GB	Slow
Qwen-Image-Edit 2511	C Usable	GGUF Q4	12 GB	Slow
LongCat-Image Edit	C Usable	FP16	15 GB	Moderate

Inpainting

Model	Rating	Runs as	VRAM used	Speed
SD 1.5 Inpainting	B Good	FP16	4 GB	Fast
SDXL Inpainting	B Good	FP16	7 GB	Moderate
PowerPaint v2.1	B Good	FP16	7 GB	Moderate
BrushNet	B Good	FP16	8 GB	Moderate
Flux.1 Fill Dev	B Good	GGUF Q4	8 GB	Slow

ControlNet

Model	Rating	Runs as	VRAM used	Speed
ControlNet SD 1.5	B Good	FP16	5 GB	Moderate
T2I-Adapter SDXL	B Good	FP16	8 GB	Moderate
ControlNet SDXL	B Good	FP16	9 GB	Moderate
ControlNet Flux	C Usable	GGUF Q4	10 GB	Slow

Video

Model	Rating	Runs as	VRAM used	Speed
WAN 2.1 T2V 1.3B	B Good	FP16	6 GB	Moderate
AnimateDiff Lightning	B Good	FP16	6 GB	Moderate
AnimateDiff v3 (SD 1.5)	B Good	FP16	6 GB	Moderate
ZeroScope v2 576w	B Good	FP16	6 GB	Moderate
AnimateDiff V2V	B Good	FP16	6 GB	Moderate
AnimateDiff I2V	B Good	FP16	6 GB	Moderate
Stable Video Diffusion 1.1	B Good	FP16	8 GB	Moderate
CogVideoX 2B	B Good	FP16	8 GB	Moderate
ModelScope T2V	B Good	FP16	8 GB	Moderate
TokenFlow	B Good	FP16	8 GB	Moderate
Latte	B Good	FP16	8 GB	Moderate
SEINE	B Good	FP16	8 GB	Moderate
Kandinsky 6.0 Video Lite 3B	B Good	FP16	9 GB	Moderate
LTX-Video 0.9 (2B)	B Good	FP16	10 GB	Moderate
LTX-Video I2V	B Good	FP16	10 GB	Moderate
Stable Video Diffusion XT 1.1 (25 frames)	B Good	FP16	10 GB	Moderate
DynamiCrafter 512	B Good	FP16	10 GB	Moderate
WAN 2.2 TI2V 5B	B Good	FP16	12 GB	Moderate
AnimateDiff SDXL	B Good	FP16	12 GB	Moderate
WAN 2.2 T2V A14B (MoE)	B Good	GGUF Q4	8 GB	Slow
WAN 2.2 I2V A14B	B Good	GGUF Q4	8 GB	Slow
WAN 2.1 T2V 14B	B Good	GGUF Q4	8 GB	Slow
WAN 2.1 I2V 480P 14B	B Good	GGUF Q4	8 GB	Slow
WAN 2.1 V2V	B Good	GGUF Q4	8 GB	Slow
SkyReels V3 R2V 14B	B Good	GGUF Q4	9 GB	Slow
Wan 2.2 S2V 14B	C Usable	GGUF Q4	10 GB	Slow
WAN 2.1 I2V 720P 14B	C Usable	GGUF Q4	10 GB	Slow
Wan-Animate-2 14B	C Usable	GGUF Q4	10 GB	Slow
SCAIL-2 14B	C Usable	GGUF Q4	10 GB	Slow
Wan-Dancer 14B	C Usable	GGUF Q4	10 GB	Slow
HuMo 17B	C Usable	GGUF Q4	10 GB	Slow
CogVideoX 5B	C Usable	FP16	14 GB	Moderate
CogVideoX 5B I2V	C Usable	FP16	14 GB	Moderate
SkyReels V1	C Usable	FP16	14 GB	Moderate
SkyReels V1 I2V	C Usable	FP16	14 GB	Moderate
Wan 2.2 Animate 14B	C Usable	GGUF Q4	11 GB	Slow
LTX-2 19B	C Usable	GGUF Q4	11 GB	Slow
MiniMax H3 FL2VA	C Usable	GGUF Q4	12 GB	Slow
MiniMax H3 Ref2VA	C Usable	GGUF Q4	12 GB	Slow
Ovi 1.1	C Usable	Offload	5 GB	Very Slow
LTX-2.5 22B	C Usable	GGUF Q4	13 GB	Slow
LTX-2.3 22B	C Usable	GGUF Q4	13 GB	Slow
LongCat-Video 13.6B	C Usable	Offload	6 GB	Very Slow
Open-Sora 2.0 (11B)	C Usable	Offload	12 GB	Very Slow
DynamiCrafter 1024	C Usable	Offload	12 GB	Very Slow
Waver 1.0	C Usable	FP16	12 GB	Moderate
HunyuanVideo T2V v1.5	C Usable	GGUF Q4	8 GB	Slow
HunyuanVideo I2V v1.5	C Usable	GGUF Q4	8 GB	Slow
HunyuanVideo 13B T2V	C Usable	GGUF Q4	8 GB	Slow
HunyuanVideo I2V	C Usable	GGUF Q4	8 GB	Slow
FramePack I2V HY FP8	D Barely	Offload	8 GB	Very Slow
LTX-Video 13B	D Barely	Offload	12 GB	Very Slow
MAGI-1	D Barely	Offload	12 GB	Very Slow
Mochi 1 10B	F Can't Run	Offload	16 GB	Very Slow
MOVA	F Can't Run	—	needs 29 GB	—

Upscaler

Model	Rating	Runs as	VRAM used	Speed
4x-UltraSharp	S Perfect	FP32	0.3 GB	Fast
4x-Remacri	S Perfect	FP32	0.3 GB	Fast
SwinIR	S Perfect	FP32	0.5 GB	Fast
RealESRGAN x4plus	S Perfect	FP32	0.3 GB	Fast
HAT	S Perfect	FP32	0.5 GB	Fast
DAT	S Perfect	FP32	0.5 GB	Fast
ScuNET	S Perfect	FP32	0.3 GB	Fast
LDSR	B Good	FP16	4 GB	Fast
SeedVR2 3B	B Good	FP16	9 GB	Moderate
SeedVR2 7B	C Usable	FP16	16 GB	Moderate

Face/Restore

Model	Rating	Runs as	VRAM used	Speed
GFPGAN v1.4	S Perfect	FP32	0.3 GB	Fast
CodeFormer v0.1	S Perfect	FP32	0.3 GB	Fast

VAE

Model	Rating	Runs as	VRAM used	Speed
SD 1.5 VAE ft-mse	S Perfect	FP32	0.2 GB	Fast
Flux VAE	S Perfect	FP32	0.3 GB	Fast
SDXL VAE	S Perfect	FP32	0.3 GB	Fast
TAESD / TAESDXL	S Perfect	FP32	0.1 GB	Fast

3D

Model	Rating	Runs as	VRAM used	Speed
TripoSR	B Good	FP16	4 GB	Fast
Shap-E	B Good	FP16	4 GB	Fast
InstantMesh	B Good	FP16	6 GB	Moderate
Zero123++ v1.2	B Good	FP16	6 GB	Moderate
LGM	B Good	FP16	8 GB	Moderate
One-2-3-45	B Good	FP16	8 GB	Moderate
Hunyuan3D 2.1	B Good	FP16	10 GB	Moderate
SV3D	B Good	FP16	10 GB	Moderate
Pixal3D	C Usable	FP16	14 GB	Moderate
Hunyuan3D 2.0	C Usable	FP16	12 GB	Moderate
TRELLIS.2 4B	F Can't Run	—	needs 12 GB	—
SAM 3D Objects	F Can't Run	—	needs 32 GB	—

Audio

Model	Rating	Runs as	VRAM used	Speed
MusicGen Small (300M)	B Good	FP16	2 GB	Fast
XTTS v2	B Good	FP16	3 GB	Fast
Stable Audio 3 Small-SFX	B Good	FP16	3 GB	Fast
Whisper Large v3	B Good	FP16	4 GB	Fast
Chatterbox Multilingual	B Good	FP16	4 GB	Fast
MMAudio Large 44k	B Good	FP16	4 GB	Fast
Stable Audio Open	B Good	FP16	4 GB	Fast
Qwen3-TTS 1.7B	B Good	FP16	5 GB	Moderate
MusicGen Medium (1.5B)	B Good	FP16	6 GB	Moderate
IndexTTS 2.5	B Good	FP16	6 GB	Moderate
VibeVoice 1.5B	B Good	FP16	7 GB	Moderate
Stable Audio 3 Medium	B Good	FP16	7 GB	Moderate
ACE-Step 1.5 Turbo	B Good	FP16	8 GB	Moderate
Bark	B Good	FP16	8 GB	Moderate
MusicGen Large (3.3B)	B Good	FP16	12 GB	Moderate
Fish Audio S2 Pro 4B	B Good	GGUF Q4	7 GB	Slow
YuE2 3B	C Usable	Offload	8 GB	Very Slow
MiniMax Music 3	C Usable	Offload	8 GB	Very Slow

Frequently asked questions

How much VRAM does the AMD RX 6900 XT have?

The AMD RX 6900 XT has 16 GB of VRAM with 512 GB/s of memory bandwidth.

What AI models can the AMD RX 6900 XT run?

It can run 165 of the 168 AI models we track: 13 perfectly (S), 0 great (A), 105 good (B), 41 usable (C) and 5 barely (D). 4 need more VRAM than it has.

Can the AMD RX 6900 XT run MiniMax H3 FL2VA?

Yes, in GGUF Q4 (rating C, usable).

Can the AMD RX 6900 XT run MiniMax H3 Ref2VA?