FitMyLLM
NVIDIA· AMPERE

NVIDIA RTX A4000

VRAM
16 GB
MID-RANGE
BANDWIDTH
448
GB/S
MODELS Q4
269/449
60%
7B Q4 SPEED
~51
BLAZING
▸ MODEL COVERAGE @ Q460% OF ALL
▸ ESTIMATED SPEED· BY MODEL SIZE @ Q4

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

3B
~119
TOK/S
7B
~51
TOK/S
14B
~26
TOK/S
32B
18.0GB NEEDED
70B
39.4GB NEEDED
▸ SPECIFICATIONS
VRAM
16 GB
BANDWIDTH
448 GB/s
FP16 COMPUTE
19.2 TFLOPS
TDP
140W
MEMORY
GDDR6
ARCHITECTURE
Ampere
CUDA CORES
6,144
TENSOR CORES
192
PCIE
Gen 4 x16
MSRP
$1,000
233
FAST MODELS · >30 TOK/S
Real-time chat speed
269
USABLE · >10 TOK/S
Comfortable for all tasks
269
TOTAL COMPATIBLE
Fit in VRAM at Q4
▸ RENT IT IN THE CLOUD

Buying RTX A4000 costs $15–$40k and isn’t practical for most teams. Spin one up by the hour instead:

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

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▸ COMPATIBLE MODELS· 269
S
Falcon-H1R Tiny 90M0.09B
FALCON·256K CTX· CHAT· REASONING
3982
TOK/S · 3% VRAM
S
SmolLM2 135M0.135B
SMOLLM·2K CTX· CHAT
2655
TOK/S · 4% VRAM
S
nomic-embed-text-v1.5 100M0.14B
EMBEDDING·8K CTX· CHAT
2560
TOK/S · 4% VRAM
S
GPT-2 124M0.14B
GPT2·1K CTX· CHAT
2560
TOK/S · 4% VRAM
S
SmolVLM 256M0.256B
SMOLLM·8K CTX· CHAT· VISION
1400
TOK/S · 4% VRAM
S
Gemma 3 270M0.27B
GEMMA·32K CTX· CHAT
1327
TOK/S · 4% VRAM
S
Snowflake Arctic Embed M v2.00.305B
EMBEDDING·8K CTX· EMBEDDING· MULTILINGUAL
1175
TOK/S · 4% VRAM
S
bge-large-en-v1.5 335M0.335B
EMBEDDING·1K CTX· CHAT
1070
TOK/S · 4% VRAM
S
mxbai-embed-large-v10.335B
EMBEDDING·1K CTX· EMBEDDING
1070
TOK/S · 4% VRAM
S
Snowflake Arctic Embed L0.335B
EMBEDDING·1K CTX· EMBEDDING
1070
TOK/S · 4% VRAM
S
LFM2 350M0.35B
LFM·125K CTX· CHAT· TOOL_USE
1024
TOK/S · 4% VRAM
S
SmolLM2 360M0.36B
SMOLLM·8K CTX· CHAT
996
TOK/S · 4% VRAM
S
GPT-2 Medium 345M0.38B
GPT2·1K CTX· CHAT
943
TOK/S · 5% VRAM
S
Qwen 2.5 0.5B0.5B
QWEN·32K CTX· CHAT
717
TOK/S · 5% VRAM
S
SmolVLM 500M0.5B
SMOLLM·8K CTX· CHAT· VISION
717
TOK/S · 5% VRAM
S
Falcon-H1 0.5B0.52B
FALCON·128K CTX· CHAT
689
TOK/S · 5% VRAM
S
BGE-M30.568B
EMBEDDING·8K CTX· EMBEDDING
631
TOK/S · 5% VRAM
S
Snowflake Arctic Embed L v2.00.568B
EMBEDDING·8K CTX· EMBEDDING· MULTILINGUAL
631
TOK/S · 5% VRAM
S
Qwen3-Embedding 0.6B0.6B
EMBEDDING·32K CTX· EMBEDDING· MULTILINGUAL
597
TOK/S · 5% VRAM
S
Falcon-H1R Tiny 0.6B0.6B
FALCON·32K CTX· CHAT· REASONING
597
TOK/S · 5% VRAM
S
Falcon Perception 0.6B0.6B
FALCON·4K CTX· VISION
597
TOK/S · 5% VRAM
S
Qwen 1.5 0.5B0.62B
QWEN·32K CTX· CHAT
578
TOK/S · 5% VRAM
S
LFM2 700M0.74B
LFM·125K CTX· CHAT· TOOL_USE
484
TOK/S · 6% VRAM
S
Qwen3 0.6B0.75B
QWEN·32K CTX· CHAT· REASONING
478
TOK/S · 6% VRAM
S
GPT-2 Large 774M0.81B
GPT2·1K CTX· CHAT
442
TOK/S · 6% VRAM
S
Qwen 3.5 0.8B0.87B
QWEN·256K CTX· CHAT· CODING· MULTILINGUAL
412
TOK/S · 6% VRAM
S
InternVL3 1B0.94B
OTHER·32K CTX· CHAT· VISION
381
TOK/S · 7% VRAM
S
MiniCPM5 1B1.08B
MINICPM·128K CTX· CHAT· REASONING· MULTILINGUAL
332
TOK/S · 7% VRAM
S
TinyLlama 1.1B1.1B
LLAMA·2K CTX· CHAT
326
TOK/S · 7% VRAM
S
LFM2.5-1.2B-Thinking1.2B
LFM·122K CTX· CHAT· REASONING· TOOL_USE
299
TOK/S · 8% VRAM
S
Llama-3.2-1B1.2B
LLAMA·4K CTX· CHAT
299
TOK/S · 8% VRAM
S
LFM2 1.2B1.2B
LFM·125K CTX· CHAT· TOOL_USE· MULTILINGUAL
299
TOK/S · 8% VRAM
S
Zamba2 1.2B1.2B
OTHER·4K CTX· CHAT
299
TOK/S · 8% VRAM
S
EXAONE-4.0-1.2B1.3B
EXAONE·64K CTX· CHAT
276
TOK/S · 8% VRAM
S
OPT 1.3B1.3B
OPT·2K CTX· CHAT
276
TOK/S · 8% VRAM
S
MiniCPM-V 4.61.3B
OTHER·256K CTX· CHAT· VISION
276
TOK/S · 8% VRAM
S
DeepSeek Coder 1.3B1.35B
DEEPSEEK·16K CTX· CODING
265
TOK/S · 8% VRAM
S
Phi-1 1.3B1.42B
PHI·2K CTX· CODING
252
TOK/S · 8% VRAM
S
Phi-1.5 1.3B1.42B
PHI·2K CTX· CHAT· CODING
252
TOK/S · 8% VRAM
S
LFM2 8B A1B8.3BMoE
LFM·125K CTX· CHAT· TOOL_USE· MULTILINGUAL
239
TOK/S · 35% VRAM
▸ NEXT STEP

Get personalized recommendations.

See ranked models with benchmark scores, run commands, and precise speed estimates for your RTX A4000.

▸ DEVICE UNDER TEST

NVIDIA RTX A400016 GB VRAM.

RTX A4000 SPEC
BRAND
NVIDIA
VRAM
16 GB GDDR6
BANDWIDTH
448 GB/s
FP16 COMPUTE
19.2 TFLOPS
FP32 COMPUTE
19.2 TFLOPS
CUDA CORES
6,144
TENSOR CORES
192
TDP
140 W
ARCHITECTURE
Ampere
MSRP
$1000
▸ AI CAPABILITY
269/ 449 models @ Q4

With 16 GB VRAM and 448 GB/s bandwidth, this GPU handles models up to 22.2B parameters.

Speed ≈ bandwidth / model_size × efficiency. A 7B model at Q4 runs at ~51 tok/s.

§ 01TOP MODELS FOR RTX A4000
269 FIT · SHOWING 20
MODELSIZEVRAM Q4TOK/SAVG
Codestral 22B22.2B14.1 GB1650.1
Mistral Small 22B22.2B14.1 GB1635.2
SOLAR-Pro 22B22.1B14.0 GB1644.2
ERNIE 4.5 21B A3B21.95B13.9 GB119
GPT-OSS 20B21B13.3 GB10052.9
Reka Flash 321B13.3 GB1736.2
Reka Flash 3.121B13.3 GB1733.4
InternLM2 20B19.8B12.6 GB1845.1
InternLM2.5 20B19.8B12.6 GB1850.9
Ling-lite 16.8B16.8B10.8 GB149
DeepSeek V2 Lite 16B16B10.3 GB14938.0
StarCoder2 15B15.96B10.2 GB2226.5
DeepSeek-Coder-V2-Lite 15.7B15.7B10.1 GB14943.0
DeepSeek-VL2 Small 16B15.7B10.1 GB14943.1
StarCoder 15B15.5B10.0 GB2321.0
InternVL3 14B15.12B9.7 GB2438.1
Phi-4-reasoning-vision 15B15B9.7 GB2442.8
DeepSeek R1 Distill Qwen 14B14.8B9.5 GB2443.9
DeepCoder 14B14.8B9.5 GB2438.7
Qwen2.5-Coder-14B14.8B9.5 GB2441.3