BOXX APEXX T4 PRO-X

Configurations

Pick one to see which models it runs. More memory lets larger models fit; bandwidth sets how fast they answer.

Specifications 16.0 GB configuration

Maker	BOBOXX
Type	Workstation
Chip	NVIDIA RTX 2000 Ada Generation
Video memory (VRAM)	16.0 GB
Usable for AI models	16.0 GB
Memory bandwidth	224 GB/s
FP16 compute	12.0 TFLOPS
Notes	Workstation with NVIDIA RTX professional graphics; each option below is a GPU you can configure. Listed on the NVIDIA Marketplace.
Product page	boxx.com (opens in a new tab)

Best LLMs for the BOXX APEXX T4 PRO-X 16.0 GB

Quality	Model	Quant	Memory	Speed	Runs
A77Great quality (A) · 77 of 100: how capable the model is at Q3_K_M, whatever it runs on. Match score 88/100 (quality, fit, speed and memory use) sets the ranking.	Gemma 4 26B-A4BGoogle	Q3_K_M	14.4 GB	71.8 tok/s	Runs welltight fit
A73Great quality (A) · 73 of 100: how capable the model is at Q3_K_M, whatever it runs on. Match score 87/100 (quality, fit, speed and memory use) sets the ranking.	KRRaon-1 mini Preview (30B-A4B)KRAFTON	Q3_K_M	15.6 GB	65.2 tok/s	Runs welltight fit
A70Great quality (A) · 70 of 100: how capable the model is at MXFP4, whatever it runs on. Match score 86/100 (quality, fit, speed and memory use) sets the ranking.	OAgpt-oss 20BOpenAI	MXFP4	13.5 GB	64.1 tok/s	Runs great
B69Good quality (B) · 69 of 100: how capable the model is at Q6_K, whatever it runs on. Match score 86/100 (quality, fit, speed and memory use) sets the ranking.	JBMellum2.1 Thinking (12B-A2.5B)JetBrains	Q6_K	11.5 GB	59.8 tok/s	Runs great
A78Great quality (A) · 78 of 100: how capable the model is at Q4_K_M, whatever it runs on. Match score 85/100 (quality, fit, speed and memory use) sets the ranking.	Gemma 4 12BGoogle	Q4_K_M	9.4 GB	23.0 tok/s	Runs well
B67Good quality (B) · 67 of 100: how capable the model is at Q5_K_M, whatever it runs on. Match score 84/100 (quality, fit, speed and memory use) sets the ranking.	DGMaple Preview (20B-A1B)DeepGrove	Q5_K_M	15.9 GB	99.4 tok/s	Runs welltight fit
A76Great quality (A) · 76 of 100: how capable the model is at Q4_K_M, whatever it runs on. Match score 83/100 (quality, fit, speed and memory use) sets the ranking.	IOK2 Horizon 7BInstitute of Foundation Models	Q4_K_M	8.1 GB	30.6 tok/s	Runs great
B66Good quality (B) · 66 of 100: how capable the model is at Q4_K_M, whatever it runs on. Match score 83/100 (quality, fit, speed and memory use) sets the ranking.	BERNIE 4.5 21B-A3B ThinkingBaidu	Q4_K_M	15.2 GB	70.0 tok/s	Runs welltight fit
A80Great quality (A) · 80 of 100: how capable the model is at Q3_K_M, whatever it runs on. Match score 83/100 (quality, fit, speed and memory use) sets the ranking.	Qwen3.8 27BAlibaba	Q3_K_M	15.5 GB	12.8 tok/s	Runs welltight fit
B65Good quality (B) · 65 of 100: how capable the model is at Q3_K_M, whatever it runs on. Match score 83/100 (quality, fit, speed and memory use) sets the ranking.	DiffusionGemma 26B-A4B ITGoogle	Q3_K_M	14.5 GB	69.0 tok/s	Runs welltight fit

Best Image models for the BOXX APEXX T4 PRO-X 16.0 GB

Quality	Model	Quant	Memory	Speed	Runs
A82Great quality (A) · 82 of 100: how capable the model is at FP8, whatever it runs on. Match score 92/100 (quality, fit, speed and memory use) sets the ranking.	Z-Image TurboAlibaba (Tongyi)	FP8	12.6 GB	9.6 s	Runs great
A+89Excellent quality (A+) · 89 of 100: how capable the model is at FP8, whatever it runs on. Match score 90/100 (quality, fit, speed and memory use) sets the ranking.	BFFLUX 3 Image KleinBlack Forest Labs	FP8	12.4 GB	22 s	Runs well
A77Great quality (A) · 77 of 100: how capable the model is at Q8 GGUF, whatever it runs on. Match score 89/100 (quality, fit, speed and memory use) sets the ranking.	BFFLUX.2 [klein] 4BBlack Forest Labs	Q8 GGUF	10.5 GB	4.9 s	Runs great
A83Great quality (A) · 83 of 100: how capable the model is at FP8, whatever it runs on. Match score 89/100 (quality, fit, speed and memory use) sets the ranking.	BERNIE-Image TurboBaidu	FP8	14.5 GB	12 s	Runs welltight fit
A83Great quality (A) · 83 of 100: how capable the model is at Q8 GGUF, whatever it runs on. Match score 87/100 (quality, fit, speed and memory use) sets the ranking.	BFFLUX.2 [klein] 9BBlack Forest Labs	Q8 GGUF	12.3 GB	9.2 s	Runs greatencoder in RAM
B65Good quality (B) · 65 of 100: how capable the model is at NF4, whatever it runs on. Match score 82/100 (quality, fit, speed and memory use) sets the ranking.	BFFLUX.1 [schnell]Black Forest Labs	NF4	14.4 GB	9.3 s	Runs welltight fit

Best Video models for the BOXX APEXX T4 PRO-X 16.0 GB

Quality	Model	Quant	Memory	Speed	Runs
C49Fair quality (C) · 49 of 100: how capable the model is at FP8, whatever it runs on. Match score 77/100 (quality, fit, speed and memory use) sets the ranking.	LLTX-Video 2BLightricks	FP8	10.8 GB	1.6 min	Runs great
C44Fair quality (C) · 44 of 100: how capable the model is at FP8, whatever it runs on. Match score 73/100 (quality, fit, speed and memory use) sets the ranking.	ZACogVideoX 2BZhipu AI	FP8	11.0 GB	3.8 min	Runs great
C53Fair quality (C) · 53 of 100: how capable the model is at FP8, whatever it runs on. Match score 70/100 (quality, fit, speed and memory use) sets the ranking.	Wan 2.1 T2V 1.3BAlibaba	FP8	12.8 GB	15.3 min	Slow
C53Fair quality (C) · 53 of 100: how capable the model is at FP8, whatever it runs on. Match score 69/100 (quality, fit, speed and memory use) sets the ranking.	ZACogVideoX 5BZhipu AI	FP8	14.3 GB	11.5 min	Runs welltight fit
C53Fair quality (C) · 53 of 100: how capable the model is at FP8, whatever it runs on. Match score 69/100 (quality, fit, speed and memory use) sets the ranking.	ZACogVideoX 5B I2VZhipu AI	FP8	14.9 GB	11.5 min	Runs welltight fit

Best Decision models for the BOXX APEXX T4 PRO-X 16.0 GB

Quality	Model	Quant	Memory	Speed	Runs
A+86Excellent quality (A+) · 86 of 100: how capable the model is at F16, whatever it runs on. Match score 93/100 (quality, fit, speed and memory use) sets the ranking.	JAJina Reranker v3.5Jina AI	F16	2.8 GB	49 ms	Runs great
A84Great quality (A) · 84 of 100: how capable the model is at F16, whatever it runs on. Match score 92/100 (quality, fit, speed and memory use) sets the ranking.	JAJina Reranker v3Jina AI	F16	2.8 GB	49 ms	Runs great
A82Great quality (A) · 82 of 100: how capable the model is at Q8_0, whatever it runs on. Match score 91/100 (quality, fit, speed and memory use) sets the ranking.	Mmxbai-rerank-large v2Mixedbread	Q8_0	3.1 GB	106 ms	Runs great
A80Great quality (A) · 80 of 100: how capable the model is at F16, whatever it runs on. Match score 91/100 (quality, fit, speed and memory use) sets the ranking.	SAFRIDA-DecisionsSber AI	F16	2.4 GB	34 ms	Runs great
A80Great quality (A) · 80 of 100: how capable the model is at F16, whatever it runs on. Match score 91/100 (quality, fit, speed and memory use) sets the ranking.	FGLiNER2.5 DecideFastino	F16	1.7 GB	22 ms	Runs great
A80Great quality (A) · 80 of 100: how capable the model is at F16, whatever it runs on. Match score 91/100 (quality, fit, speed and memory use) sets the ranking.	Qwen3 Reranker 0.6BAlibaba	F16	2.8 GB	49 ms	Runs great
A82Great quality (A) · 82 of 100: how capable the model is at Q8_0, whatever it runs on. Match score 90/100 (quality, fit, speed and memory use) sets the ranking.	LAd1 3BLiquid AI	Q8_0	4.7 GB	119 ms	Runs great
A80Great quality (A) · 80 of 100: how capable the model is at Q8_0, whatever it runs on. Match score 89/100 (quality, fit, speed and memory use) sets the ranking.	ZEzerank-1 smallZeroEntropy	Q8_0	3.5 GB	118 ms	Runs great

Other products with the NVIDIA RTX 2000 Ada Generation

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• APEXX E3BOBOXX · Workstation · 16 GBProduct page (opens in a new tab)
• APEXX S3BOBOXX · Workstation · 16 GBProduct page (opens in a new tab)
• APEXX S4BOBOXX · Workstation · 16 GBProduct page (opens in a new tab)
• APEXX T3BOBOXX · Workstation · 16 GBProduct page (opens in a new tab)
• APEXX T4BOBOXX · Workstation · 16 GBProduct page (opens in a new tab)
• APEXX T4 PROBOBOXX · Workstation · 16 GBProduct page (opens in a new tab)
• APEXX W3BOBOXX · Workstation · 16 GBProduct page (opens in a new tab)
• APEXX W4BOBOXX · Workstation · 4, 8, 16, 24, 32, 48 or 96 GBProduct page (opens in a new tab)
• Precision 3460 Small Form Factor WorkstationDell · Workstation · 4, 8, 12, 16 or 20 GBProduct page (opens in a new tab)
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