GPQA DiamondVerified
83.4%
GPQA Diamond (AA run)
Models / Other
Motif 3
Motif · Released 2026-08-12
Motif Technologies' 314B MoE (13.2B active). AA lists API pricing as $0 / $0 per 1M tokens (open weights).
Open Motif checkpoint for long-context coding and Korean-capable general work. Prefer sourced ledger rows over the technical-report table.
Composite62
Context262K
Input / 1MFree
Output / 1MFree
Knowledge cutoffunpublished
Statussolid
Family profile
Best published score in each covered benchmark family.
69/100 avg
- Reasoning
- 83
- Coding
- 42
- Agentic
- 75
- Long context
- 76
4 tested benchmark families
Editor's note
Supersedes the Motif 3 Beta stub. Editorial depth still needs a desk pass.Benchmark placements
Per-benchmark positions
Where Motif 3 places on each public benchmark source that publishes a row. Rank counts every model with a latest row in the same test — not a universal quality score.
| Benchmark | Family | Rank | Score | Source | Date |
|---|---|---|---|---|---|
| Terminal-Bench | Agentic | #34/ 167 | 75 | Artificial Analysis | 2026-09-28 |
| Humanity's Last Exam | Reasoning | #56/ 186 | 37 | Artificial Analysis | 2026-09-28 |
| SciCode | Coding | #76/ 97 | 42 | Artificial Analysis | 2026-09-28 |
| AA-LCR | Long context | #82/ 184 | 76 | Artificial Analysis | 2026-09-28 |
| GPQA Diamond | Reasoning | #118/ 184 | 83 | Artificial Analysis | 2026-09-28 |
| AA output speed | Performance | #187/ 195 | Artificial Analysis | 2026-09-28 |
Family context
Strongest rows in each family
The three highest-scoring models with pages in each capability family. Where Motif 3 shows up, it's highlighted.
ReasoningMotif 3 · 83
- 196
- 295
- 395
Math
- 152
- 252
- 350
CodingMotif 3 · 42
- 174
- 273
- 370
AgenticMotif 3 · 75
- 191
- 289
- 389
Long contextMotif 3 · 76
- 189
- 286
- 385
Newest receipts
6 recentLast 120 days
Benchmark rows added to the public ledger for Motif 3 in the last 120 days. Older rows live in the full table below.
| Benchmark | Family | Score | Source | Days ago |
|---|---|---|---|---|
| AA-LCR | Long context | 76% | Artificial Analysis | 24 |
| AA output speed | Performance | 0 t/s | Artificial Analysis | 24 |
| GPQA Diamond | Reasoning | 83.4% | Artificial Analysis | 24 |
| Humanity's Last Exam | Reasoning | 37% | Artificial Analysis | 24 |
| SciCode | Coding | 42.2% | Artificial Analysis | 24 |
| Terminal-Bench | Agentic | 74.91% | Artificial Analysis | 24 |
Family coverage
Best score per family
A high composite that hides a weak family is a trap. These bars surface the families where this model hasn't been publicly tested, and where it leads.
Price vs. performance
Where Motif 3 sits on the scatter
Hover any dot for name, score, and input price. Keyboard: tab through the top twelve, or use the ranking below.
AnthropicOpenAIGoogleAlibabaMetaZhipuxAIDeepSeekMiniMaxXiaomiMoonshotOtherMeituanMistralNVIDIACohere
Full benchmark ledger
Every catalog benchmark for Motif 3. Scores link to the original source; gaps mean no public row exists yet.
6 of 13 catalog benchmarks have a sourced row for Motif 3.
Reasoning
Humanity's Last ExamVerified
37%
HLE (AA run)
Coding
SciCodeVerified
42.2%
SciCode (AA run)
Agentic
Terminal-BenchVerified
74.91%
Terminal-Bench v2.1 (AA run)
Long context
AA-LCRVerified
76%
AA-LCR (AA run)
Performance
AA output speedVerified
0 t/s
Median output tokens/s (1k prompt, default provider)
Changelog
Version history
- Open-weight MoE, 314B / 13.2B active.
Sources
Where the numbers come from
- Hugging Face Motif-3· checked 2026-08-15
- Motif 3 technical report (arXiv)· checked 2026-08-15
- Artificial Analysis Motif 3· checked 2026-08-15
Questions this model page answers
Every answer below is assembled from the dated fields on this page. Nothing is written separately for search.
What is Motif 3?
Motif 3 is a Other model: Motif Technologies' 314B MoE (13.2B active). AA lists API pricing as $0 / $0 per 1M tokens (open weights).
What is Motif 3 for?
Open Motif checkpoint for long-context coding and Korean-capable general work. Prefer sourced ledger rows over the technical-report table.
What does Motif 3 cost?
Motif 3 lists Free input and Free output per 1M tokens. Pricing last checked 2026-08-15.
How large is the Motif 3 context window?
Motif 3 publishes a 262K token context window.
What is the VerdictPal status of Motif 3?
Motif 3 carries Solid status on the model atlas.
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