24.5%
AA Intelligence Index v4.1
Models / Other
Ling 3.0 · Released 2026-08-06
InclusionAI Ling 3.0 Tiny. Artificial Analysis Intelligence Index 24.5. AA lists $0 / $0 per 1M tokens.
Small Ling 3.0 sibling. Prefer sourced ledger rows; this is not a frontier face-off model.
Family profile
Best published score in each covered benchmark family.
4 tested benchmark families
Where Ling 3.0 Tiny 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 |
|---|---|---|---|---|---|
| AA output speed | Performance | #12/ 185 | Artificial Analysis | 2026-09-01 | |
| AA time to first token | Performance | #32/ 185 | Artificial Analysis | 2026-09-01 | |
| τ³-Bench Banking | Agentic | #57/ 106 | 21 | Artificial Analysis | 2026-09-01 |
| AA-LCR | Long context | #140/ 179 | 59 | Artificial Analysis | 2026-09-01 |
| Artificial Analysis Intelligence Index | Reasoning | #155/ 184 | 25 | Artificial Analysis | 2026-09-01 |
| Humanity's Last Exam | Reasoning | #157/ 180 | 9 | Artificial Analysis | 2026-09-01 |
| Terminal-Bench | Agentic | #157/ 184 | 28 | Artificial Analysis | 2026-09-01 |
| GPQA Diamond | Reasoning | #160/ 185 | 73 | Artificial Analysis | 2026-09-01 |
| SciCode | Coding | #172/ 180 | 24 | Artificial Analysis | 2026-09-01 |
The three highest-scoring models with pages in each capability family. Where Ling 3.0 Tiny shows up, it's highlighted.
Benchmark rows added to the public ledger for Ling 3.0 Tiny in the last 120 days. Older rows live in the full table below.
| Benchmark | Family | Score | Source | Days ago |
|---|---|---|---|---|
| AA-LCR | Long context | 58.67% | Artificial Analysis | 2 |
| AA output speed | Performance | 192 t/s | Artificial Analysis | 2 |
| AA time to first token | Performance | 1.91s | Artificial Analysis | 2 |
| Artificial Analysis Intelligence Index | Reasoning | 24.5% | Artificial Analysis | 2 |
| GPQA Diamond | Reasoning | 73.4% | Artificial Analysis | 2 |
| Humanity's Last Exam | Reasoning | 9.3% | Artificial Analysis | 2 |
| SciCode | Coding | 24.2% | Artificial Analysis | 2 |
| τ³-Bench Banking | Agentic | 20.82% | Artificial Analysis | 2 |
| Terminal-Bench | Agentic | 27.72% | Artificial Analysis | 2 |
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.
Hover or tab any dot for name, score, and input price.
Every catalog benchmark for Ling 3.0 Tiny. Scores link to the original source; gaps mean no public row exists yet.
9 of 37 catalog benchmarks have a sourced row for Ling 3.0 Tiny.
24.5%
AA Intelligence Index v4.1
73.4%
GPQA Diamond (AA run)
9.3%
HLE (AA run)
24.2%
SciCode (AA run)
27.72%
Terminal-Bench v2.1 (AA run)
20.82%
τ³-Bench Banking (AA run)
58.67%
AA-LCR (AA run)
192 t/s
Median output tokens/s (1k prompt, default provider)
1.91s
Median time to first token (1k prompt, default provider)