ARM· 5TH GEN

ARM Mali-G615 MC3

VRAM
4 GB
BUDGET
BANDWIDTH
17
GB/S
MODELS Q4
104/428
24%
7B Q4 SPEED
~2
SLOW
▸ MODEL COVERAGE @ Q424% OF ALL
▸ ESTIMATED SPEED· BY MODEL SIZE @ Q4

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

3B
~5
TOK/S
7B
3.9GB NEEDED
14B
7.9GB NEEDED
32B
18.0GB NEEDED
70B
39.4GB NEEDED
▸ SPECIFICATIONS
VRAM
4 GB
BANDWIDTH
17 GB/s
FP16 COMPUTE
0.25 TFLOPS
TDP
3W
MEMORY
ARCHITECTURE
5th Gen
17
FAST MODELS · >30 TOK/S
Real-time chat speed
49
USABLE · >10 TOK/S
Comfortable for all tasks
104
TOTAL COMPATIBLE
Fit in VRAM at Q4
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▸ COMPATIBLE MODELS· 104
S
Falcon-H1R Tiny 90M0.09B
FALCON·256K CTX· CHAT· REASONING
168
TOK/S · 14% VRAM
S
nomic-embed-text-v1.5 100M0.1B
EMBEDDING·8K CTX· CHAT
151
TOK/S · 14% VRAM
S
GPT-2 124M0.124B
GPT2·1K CTX· CHAT
122
TOK/S · 14% VRAM
S
SmolLM2 135M0.135B
SMOLLM·2K CTX· CHAT
112
TOK/S · 14% VRAM
A
SmolVLM 256M0.256B
SMOLLM·8K CTX· CHAT· VISION
59
TOK/S · 16% VRAM
A
Gemma 3 270M0.27B
GEMMA·32K CTX· CHAT
56
TOK/S · 16% VRAM
A
Snowflake Arctic Embed M v2.00.305B
EMBEDDING·8K CTX· EMBEDDING· MULTILINGUAL
50
TOK/S · 17% VRAM
A
bge-large-en-v1.5 335M0.335B
EMBEDDING·1K CTX· CHAT
45
TOK/S · 17% VRAM
A
mxbai-embed-large-v10.335B
EMBEDDING·1K CTX· EMBEDDING
45
TOK/S · 17% VRAM
A
Snowflake Arctic Embed L0.335B
EMBEDDING·1K CTX· EMBEDDING
45
TOK/S · 17% VRAM
A
GPT-2 Medium 345M0.345B
GPT2·1K CTX· CHAT
44
TOK/S · 17% VRAM
A
LFM2 350M0.35B
LFM·125K CTX· CHAT· TOOL_USE
43
TOK/S · 18% VRAM
A
SmolLM2 360M0.36B
SMOLLM·8K CTX· CHAT
42
TOK/S · 18% VRAM
B
Falcon-H1 0.5B0.5B
FALCON·128K CTX· CHAT
30
TOK/S · 20% VRAM
B
Qwen 1.5 0.5B0.5B
QWEN·32K CTX· CHAT
30
TOK/S · 20% VRAM
B
Qwen 2.5 0.5B0.5B
QWEN·32K CTX· CHAT
30
TOK/S · 20% VRAM
B
SmolVLM 500M0.5B
SMOLLM·8K CTX· CHAT· VISION
30
TOK/S · 20% VRAM
B
BGE-M30.568B
EMBEDDING·8K CTX· EMBEDDING
27
TOK/S · 21% VRAM
B
Snowflake Arctic Embed L v2.00.568B
EMBEDDING·8K CTX· EMBEDDING· MULTILINGUAL
27
TOK/S · 21% VRAM
B
Qwen3 0.6B0.6B
QWEN·32K CTX· CHAT· REASONING
25
TOK/S · 21% VRAM
B
Qwen3-Embedding 0.6B0.6B
EMBEDDING·32K CTX· EMBEDDING· MULTILINGUAL
25
TOK/S · 21% VRAM
B
Falcon-H1R Tiny 0.6B0.6B
FALCON·32K CTX· CHAT· REASONING
25
TOK/S · 21% VRAM
B
Falcon Perception 0.6B0.6B
FALCON·4K CTX· VISION
25
TOK/S · 21% VRAM
C
LFM2 700M0.7B
LFM·125K CTX· CHAT· TOOL_USE
22
TOK/S · 23% VRAM
C
GPT-2 Large 774M0.774B
GPT2·1K CTX· CHAT
20
TOK/S · 24% VRAM
C
Qwen 3.5 0.8B0.8B
QWEN·256K CTX· CHAT· CODING· MULTILINGUAL
19
TOK/S · 24% VRAM
C
Qwen3.5-0.8B0.9B
QWEN·256K CTX· CHAT
17
TOK/S · 26% VRAM
C
Falcon3-1B1B
FALCON·32K CTX· CHAT
15
TOK/S · 27% VRAM
C
InternLM2 1B1B
INTERNLM·32K CTX· CHAT
15
TOK/S · 27% VRAM
C
InternVL3 1B1B
OTHER·32K CTX· CHAT· VISION
15
TOK/S · 27% VRAM
D
TinyLlama 1.1B1.1B
LLAMA·2K CTX· CHAT
14
TOK/S · 29% VRAM
D
LFM2.5-1.2B-Thinking1.2B
LFM·122K CTX· CHAT· REASONING· TOOL_USE
13
TOK/S · 31% VRAM
D
Llama-3.2-1B1.2B
LLAMA·4K CTX· CHAT
13
TOK/S · 31% VRAM
D
LFM2 1.2B1.2B
LFM·125K CTX· CHAT· TOOL_USE· MULTILINGUAL
13
TOK/S · 31% VRAM
D
Zamba2 1.2B1.2B
OTHER·4K CTX· CHAT
13
TOK/S · 31% VRAM
D
DeepSeek Coder 1.3B1.3B
DEEPSEEK·16K CTX· CODING
12
TOK/S · 32% VRAM
D
EXAONE-4.0-1.2B1.3B
EXAONE·64K CTX· CHAT
12
TOK/S · 32% VRAM
D
OPT 1.3B1.3B
OPT·2K CTX· CHAT
12
TOK/S · 32% VRAM
D
Phi-1 1.3B1.3B
PHI·2K CTX· CODING
12
TOK/S · 32% VRAM
D
Phi-1.5 1.3B1.3B
PHI·2K CTX· CHAT· CODING
12
TOK/S · 32% VRAM
▸ NEXT STEP

Get personalized recommendations.

See ranked models with benchmark scores, run commands, and precise speed estimates for your ARM Mali-G615 MC3.

▸ DEVICE UNDER TEST

ARM Mali-G615 MC34 GB VRAM.

ARM MALI-G615 MC3 SPEC
BRAND
Apple
VRAM
4 GB
BANDWIDTH
17 GB/s
FP16 COMPUTE
0.25 TFLOPS
FP32 COMPUTE
0.12 TFLOPS
TDP
3 W
ARCHITECTURE
5th Gen
▸ AI CAPABILITY
104/ 428 models @ Q4

With 4 GB VRAM and 17 GB/s bandwidth, this GPU handles models up to 4.7B parameters.

Speed ≈ bandwidth / model_size × efficiency. A 7B model at Q4 runs at ~2 tok/s.

§ 01TOP MODELS FOR ARM MALI-G615 MC3
104 FIT · SHOWING 20
MODELSIZEVRAM Q4TOK/SAVG
Qwen3.5-4B4.7B3.4 GB329.3
InternLM2 5B4.5B3.2 GB347.6
Gemma 3 4B4.3B3.1 GB422.8
TranslateGemma 4B4B2.9 GB45.5
MedGemma 1.5 4B4B2.9 GB45.5
Qwen 1.5 4B4B2.9 GB412.6
Qwen3 4B4B2.9 GB440.7
Qwen 3.5 4B4B2.9 GB447.4
Qwen3-VL 4B Instruct4B2.9 GB426.6
Qwen3-Embedding 4B4B2.9 GB4
Nemotron 3 Nano 4B3.97B2.9 GB432.0
Phi-3.5 Mini 3.8B3.82B2.8 GB446.6
phi-3-mini-4k 3.8B3.8B2.8 GB430.5
Phi-4-mini 3.8B3.8B2.8 GB449.0
Qwen2.5-VL-3B3.8B2.8 GB429.9
Jina Embeddings v43.8B2.8 GB4
granite-4.0-h-micro 3.2B3.2B2.4 GB518.4
Llama-3.2-3B3.2B2.4 GB517.9
Falcon3-3B3.1B2.4 GB525.7
Qwen 2.5 3B3.1B2.4 GB537.2