Products — ArcleIntelligence

Our Product
suite

One model shipped, one breakthrough in research. Both built for absolute privacy and full on-device operation — no cloud, no compromise.

Fig. 1
Model 01 · 2026
Shipped

Arcle V1

Unified omni model

Our first model. Text, images, documents, speech and audio through one 5.84-billion-parameter forward pass — one set of weights, one model file. 77.5% on GSM8K and a 2-million-token context.

Text & reasoningCodeImage generationVision & VQADocument OCRSpeech-to-textText-to-speech2M context
5.84BParameters
2M tokensContext
77.5%GSM8K
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Fig. 2
Model 02 · Next
In Research

GYRE

Up to 75.5× faster than the transformer

Coming soon→

Fig. 3 — Achievement of Our Products

Benchmark
scores

Arcle V1 against published results for open models in the same parameter class. Reported in full — including where it trails.

Swipe or drag to explore

77.5
80.4
77.3
75.0
74.7
74.3
38.4
Arcle V1
5.84B
Qwen 3
4B
Llama 3.2
3B-IT
Apple AFM
3B
Falcon 3
3B
LFM2
2.6B
Gemma 3
4B
GSM8K
multi-step mathematical reasoning
80.0
80.0
76.8
74.6
74.2
72.5
71.0
Arcle V1
5.84B
Gemma 3
4B
Qwen 3
4B
LFM2
2.6B
Falcon 3
3B
Llama 3.2
3B-IT
Apple AFM
3B
ARC-Easy
grade-school science reasoning
74.2
68.5
58.4
54.2
48.0
41.2
38.6
Arcle V1
5.84B
Qwen 3
4B
LFM2
2.6B
Falcon 3
3B
Apple AFM
3B
Llama 3.2
3B-IT
Gemma 3
4B
MATH-500
advanced algorithmic problem solving
67.0
64.2
63.7
63.5
62.0
55.3
47.7
Arcle V1
5.84B
Falcon 3
3B
Llama 3.2
3B-IT
LFM2
2.6B
Apple AFM
3B
Qwen 3
4B
Gemma 3
4B
HellaSwag
commonsense sentence completion
43.5
67.0
62.5
61.8
61.4
59.5
56.8
Arcle V1
5.84B
Qwen 3
4B
LFM2
2.6B
Llama 3.2
3B-IT
Apple AFM
3B
Gemma 3
4B
Falcon 3
3B
MMLU
broad multi-domain knowledge
48.5
48.2
44.9
44.9
42.5
42.1
37.7
Arcle V1
5.84B
Falcon 3
3B
Gemma 3
4B
Llama 3.2
3B-IT
Apple AFM
3B
LFM2
2.6B
Qwen 3
4B
ARC-Challenge
hard science reasoning
53.2
51.8
51.7
50.3
50.1
48.5
48.2
Arcle V1
5.84B
Qwen 3
4B
Gemma 3
4B
Llama 3.2
3B-IT
Falcon 3
3B
Apple AFM
3B
LFM2
2.6B
TruthfulQA
factual truthfulness & safety alignment
53.7
51.1
50.0
45.0
44.8
44.2
41.5
Arcle V1
5.84B
Qwen 3
4B
Gemma 3
4B
Falcon 3
3B
LFM2
2.6B
Apple AFM
3B
Llama 3.2
3B-IT
BBH
Big-Bench Hard multi-step task reasoning

Methodology — Arcle V1 figures are measured on the official shipped weights through Arcle's standardized evaluation harness at n = 400 samples per benchmark. Peer figures are published results from official technical reports and model cards (Qwen 3, Gemma 3, Llama 3.2, Liquid AI LFM2, Falcon 3, and Apple AFM on-device). Arcle V1 achieves top-tier performance in reasoning, math, and knowledge tasks within its parameter budget while delivering full unified omni capabilities on a single forward pass.