r/LocalLLaMA · August 10, 2026 · 1 min read

Motif-Technologies/Motif-3 official realese

Mirrored from r/LocalLLaMA for archival readability. Support the source by reading on the original site.

Motif-Technologies is one of the tech company participated South Korea's AI Foundation Model project.(독파모)

Upstage(Solar Series), LG AI Research(EXAONE Series), and SKT(A.X Series) are the competitors.

Since LG’s EXAONE put up pretty disappointing results, it looks like Upstage, Motif, and SKT will be the ones advancing to the next round this time.

If you reverse-calculate the AAII score from the table, it comes out to 47.364, which slightly edges out Qwen 3.7 Max.

With Upstage’s Solar Pro 4 expected to land in the mid 40s(250B -15B), based purely on the benchmarks, motif seems to be taking the lead in Round 2.

Benchmark	Motif 3314B-A13B	MiniMax-3428B-A23B	GLM-5.1744B-A40B	Kimi-K2.61T-A32B	Qwen-3.7max	DS-v4-Pro1.6T-A49B
Agentic
GDPVal v2	38.7	44.4	37.8	34.4	39.0	40.2
τ²-Bench Telecom	94.7	88.9	97.7	95.9	94.7	96.2
τ³-Banking	35.3	15.3	13.6	23.3	12.0	30.1
ITBench*	51.5	—	40.3	31.2	42.5	38.3
Coding
SWE-Bench Verified	76.2	75.0	76.4	76.2	80.4	77.4
Terminal-Bench 2.1	74.9	65.2	61.8	65.9	75.0	64.0
SciCode	40.6	45.4	43.8	53.5	53.5	50.0
Reasoning & Knowledge
IMOAnswerBench	83.2	—	83.8	81.8	90.0	89.8
Apex-Shortlist	75.5	—	71.1	77.4	44.5	85.8
GPQA Diamond	83.4	92.9	86.8	91.1	92.4	88.8
HLE	37.0	39.0	30.1	37.5	41.4	37.5
CritPt	6.6	3.7	4.6	8.0	11.4	12.9
OmniScience — Accuracy	30.1	16.7	23.7	32.6	31.0	42.9
OmniScience — Non-Hallucination	71.6	81.6	70.1	59.5	74	5.9
Long Context & Instruction Following
AA-LCR	72.3	80.3	68.0	76.7	75.0	70.0
IFBench	78.2	82.9	76.3	76.0	79.1	76.5

Discussion (0)

No comments yet. Sign in and be the first to say something.