NVIDIA · Blackwell · 8 GB VRAM tier

Best AI Models for NVIDIA RTX PRO 2000 Blackwell Generation Laptop GPU (8 GB)

Runs 7–9B models well; 14B doesn't fit in 8 GB.

8 GB GDDR7384 GB/s72 TFLOPS FP16115 WBlackwell 2025

8 GB at 384 GB/s: ~7-8B Q4 models; more compute than memory.

What LLMs can the RTX PRO 2000 Blackwell Generation Laptop GPU run?

#	Model	Speed	Quant · VRAM
1	Qwen3.5 9BAlibabaHow to run → Q4_K_M · 6.6 GB · 39.2 t/s	39.2 tok/s	Q4_K_M · 6.6 GB
2	Qwen3.5 4BAlibaba Q4_K_M · 3.4 GB · 76.6 t/s	76.6 tok/s	Q4_K_M · 3.4 GB
3	Gemma 2 9B ITGoogle Q4_K_M · 7.3 GB · 40.9 t/s	40.9 tok/s	Q4_K_M · 7.3 GB
4	Gemma 3 4B ITGoogle Q4_K_M · 5.0 GB · 87.9 t/s	87.9 tok/s	Q4_K_M · 5.0 GB
5	Ling 3.0 TinyInclusion AI Q4_K_M · 5.5 GB · 197 t/s	197 tok/s	Q4_K_M · 5.5 GB

#	Model	Speed	Reasoning Score	Quant · VRAM
1	Qwen3.5 9BAlibabaHow to run → Q4_K_M · 6.6 GB · 39.2 t/s	39.2 tok/s		Q4_K_M · 6.6 GB
2	Gemma 3 4B ITGoogle Q4_K_M · 5.0 GB · 87.9 t/s	87.9 tok/s		Q4_K_M · 5.0 GB
3	Qwen2.5 7B InstructAlibaba Q4_K_M · 5.8 GB · 50.0 t/s	50.0 tok/s		Q4_K_M · 5.8 GB
4	Gemma 2 9B ITGoogle Q4_K_M · 7.3 GB · 40.9 t/s	40.9 tok/s	overall	Q4_K_M · 7.3 GB
5	Ling 3.0 TinyInclusion AI Q4_K_M · 5.5 GB · 197 t/s	197 tok/s		Q4_K_M · 5.5 GB

#	Model	Speed	Quant · VRAM
1	Qwen3.5 4BAlibabaHow to run → Q4_K_M · 3.4 GB · 76.6 t/s	76.6 tok/s	Q4_K_M · 3.4 GB
2	Qwen3.5 9BAlibaba Q4_K_M · 6.6 GB · 39.2 t/s	39.2 tok/s	Q4_K_M · 6.6 GB
3	Gemma 4 E4B ITGoogle Q4_K_M · 5.6 GB · 46.9 t/s	46.9 tok/s	Q4_K_M · 5.6 GB
4	Ling 3.0 TinyInclusion AI Q4_K_M · 5.5 GB · 197 t/s	197 tok/s	Q4_K_M · 5.5 GB
5	Spark X2.6 4BXHToken Q4_K_M · 4.3 GB · 84.3 t/s	84.3 tok/s	Q4_K_M · 4.3 GB

#	Model	Speed ↓	Quant · VRAM
1	Qwen3.5 4BAlibabaHow to run → Q4_K_M · 3.4 GB · 76.6 t/s	76.6 tok/s	Q4_K_M · 3.4 GB
2	Ling 3.0 TinyInclusion AI Q4_K_M · 5.5 GB · 197 t/s	197 tok/s	Q4_K_M · 5.5 GB
3	Gemma 4 E4B ITGoogle Q4_K_M · 5.6 GB · 46.9 t/s	46.9 tok/s	Q4_K_M · 5.6 GB
4	MiMo V2.6 Distill Qwen 9BXiaomi Q4_K_M · 6.5 GB · 40.2 t/s	40.2 tok/s	Q4_K_M · 6.5 GB
5	Qwen3.5 9BAlibaba Q4_K_M · 6.6 GB · 39.2 t/s	39.2 tok/s	Q4_K_M · 6.6 GB

#	Model	Speed	Quant · VRAM
1	Qwen3.5 9BAlibabaHow to run → Q4_K_M · 6.6 GB · 39.2 t/s	39.2 tok/s	Q4_K_M · 6.6 GB
2	Qwen3.5 4BAlibaba Q4_K_M · 3.4 GB · 76.6 t/s	76.6 tok/s	Q4_K_M · 3.4 GB
3	Gemma 3 4B ITGoogle Q4_K_M · 5.0 GB · 87.9 t/s	87.9 tok/s	Q4_K_M · 5.0 GB
4	MiMo V2.6 Distill Qwen 9BXiaomi Q4_K_M · 6.5 GB · 40.2 t/s	40.2 tok/s	Q4_K_M · 6.5 GB
5	MiniCPM V 4.7 1BOpenBMB Q4_K_M · 1.6 GB · 195 t/s	195 tok/s	Q4_K_M · 1.6 GB

See all 218 models on the RTX PRO 2000 Blackwell Generation Laptop GPU →Best quant that fits · speeds estimated on this card

About the RTX PRO 2000 Blackwell Generation Laptop GPU

The RTX PRO 2000 Blackwell Generation Laptop GPU runs 7–9B models well. Blackwell generation, released 2025.

GenerationBlackwellreleased 2025

RTX PRO 2000 Blackwell Generation Laptop GPU strengths and weaknesses

Strengths

Runs 7–9B models: Qwen3.5 9B at 39.2 tok/s in 6.6 GB
Reads long prompts fast: A 4K-token prompt on Qwen3.5 9B starts answering in 2.5 s
Low power draw: 115 W board power; a 250 W PSU is enough

Weaknesses

14B models don't fit: Qwen3 14B needs 11.9 GB at Q4 vs 8 GB here
Little room for context: Qwen3.5 9B uses 6.6 of 8 GB, 1.4 GB left

RTX PRO 2000 Blackwell Generation Laptop GPU tokens per second by model size

Output speed depends on memory bandwidth (384 GB/s). Grey rows need more than 8 GB.

9BQwen3.5 9B · Q4_K_M · 6.6 GB
39.2tok/s
14BQwen3 14B · not at 4-bit
needs 11.9 GB
27–31BQwen3.8 27B · not at 4-bit
needs 17.9 GB
35B MoEQwen3.6 35B A3B · not at 4-bit
needs 22.0 GB
70BLlama 3.3 70B Instruct · not at 4-bit
needs 51.3 GB
120B MoEGPT OSS 120B · not at 4-bit
needs 70.8 GB

Estimated speeds: Q4_K_M, 4K context, one user. How we estimate

All 842 models on the RTX PRO 2000 Blackwell Generation Laptop GPU

Featured only

Best quant that fits, ordered by llmrun Score. Fit grades how well it runs here, S best. How ranking works

LLM models compatible with NVIDIA RTX PRO 2000 Blackwell Generation Laptop GPU — ranked by Score, recency and Fit
Model	Quant	VRAM	Speed	Context	Fit
Granite 4.1 3B3.4BChatFunctions Q4_K_M·99.4 t/s	Q4_K_M	3.7 GB46%	99.4 t/s	131K	S91, Runs great
Crowd V11.0BChatFunctions BF16·104.4 t/s	BF16	2.4 GB30%	104.4 t/s	2K	S92, Runs great
Qwen3.8 4B Distill4.7BChatReasoningFunctions Q4_K_M·76.6 t/s	Q4_K_M	3.4 GB43%	76.6 t/s	262K	S87, Runs great
Nanbeige4.2 3B4.2BChatFunctions Q4_K_M·86.4 t/s	Q4_K_M	3.5 GB44%	86.4 t/s	262K	S88, Runs great
Tiny Phi3ForCausalLM 3514984Chat Q4_K_M·832.0 t/s	Q4_K_M	0.3 GB4%	832.0 t/s	4K	S100, Runs great
Tiny NemotronHForCausalLM 3.5 Lightning4MChatFunctions Q4_K_M·24960.0 t/s	Q4_K_M	0.3 GB4%	24960.0 t/s	262K	S100, Runs great
Tiny Lfm2ForCausalLM525956ChatFunctions Q4_K_M·832.0 t/s	Q4_K_M	0.5 GB6%	832.0 t/s	128K	S100, Runs great
Smollm2 360M Aac Watch360MChat Q4_K_M·1040.0 t/s	Q4_K_M	1.3 GB17%	1040.0 t/s	—	S100, Runs great
Molmo2 4B4.9BVision Q4_K_M·73.4 t/s	Q4_K_M	4.7 GB59%	73.4 t/s	37K	S86, Runs great
CAJAL 4B4BChat Q4_K_M·94.5 t/s	Q4_K_M	4.8 GB59%	94.5 t/s	—	S90, Runs great
Qwen3 4B Mamba3 Hybrid Stage2b Kd Bias04.7BChatFunctions Q4_K_M·75.0 t/s	Q4_K_M	4.7 GB58%	75.0 t/s	41K	S86, Runs great
Wald 4B4.7BChatReasoningFunctions Q4_K_M·76.6 t/s	Q4_K_M	3.4 GB43%	76.6 t/s	262K	S87, Runs great
Tmax 9B9.0BChatFunctions Q4_K_M·42.0 t/s	Q4_K_M	6.2 GB78%	42.0 t/s	262K	A76, Runs well
Qwen3.5 0.8B873MVisionFunctions Q4_K_M·286.9 t/s	Q4_K_M	0.9 GB12%	286.9 t/s	262K	S100, Runs great
Agents A1 4B4.5BChatVisionFunctions Q4_K_M·78.2 t/s	Q4_K_M	3.4 GB42%	78.2 t/s	262K	S87, Runs great

RTX PRO 2000 Blackwell Generation Laptop GPU specs, power and PSU

Specs

Architecture: Blackwell
VRAM: 8 GB GDDR7
Memory bandwidth: 384.0 GB/s
FP16 (dense): 71.50 TFLOPS
CUDA cores: 3,328
Tensor cores: 104
Compute capability: 12.0
TDP: 115 W
Released: 2025-03-18

RTX PRO 2000 Blackwell Generation Laptop GPU FAQ

What is the largest model the RTX PRO 2000 Blackwell Generation Laptop GPU can run?

Qwen3.5 9B (9.7B) is the largest at 4-bit or better: at Q4_K_M it uses 6.6 GB of 8 GB, and runs at about 39.2 tok/s.

Can the RTX PRO 2000 Blackwell Generation Laptop GPU run 14B models?

No. Qwen3 14B needs 11.9 GB at Q4, more than the 8 GB on this card.

How many tokens per second does the RTX PRO 2000 Blackwell Generation Laptop GPU give?

About 39.2 tok/s on Qwen3.5 9B at Q4_K_M, with the first token after 2.5 s on a 4K-token prompt.

What power supply does the RTX PRO 2000 Blackwell Generation Laptop GPU need?

Plan a 250 W PSU (2× the 115 W TDP).

Best coding LLMs 8 GB VRAM 12 GB VRAM GPUs with 8 GB or more RTX 5080 RTX 3080 Ti