GPQA DiamondVerified
85.5%
GPQA Diamond (AA run)
Models / Other
Ling 3.0 Flash
Ling 3.0 · Released 2026-08-04
Listed on Artificial Analysis with API pricing $0.075/$0.22 per 1M tokens. Benchmark rows sync from the AA snapshot — see the ledger on this page.
Frontier model tracked on Artificial Analysis. Use the benchmark ledger below for sourced scores; we do not infer numbers beyond published rows.
Composite55
ContextUnlisted
Input / 1M$0.07
Output / 1M$0.22
Knowledge cutoffunpublished
Output speed347 t/s
Statuslightweight
Family profile
Best published score in each covered benchmark family.
64/100 avg
- Reasoning
- 86
- Coding
- 42
- Agentic
- 55
- Long context
- 73
4 tested benchmark families
Benchmark placements
Per-benchmark positions
Where Ling 3.0 Flash 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 | #3/ 195 | Artificial Analysis | 2026-10-12 | |
| Terminal-Bench | Agentic | #61/ 167 | 55 | Artificial Analysis | 2026-09-28 |
| SciCode | Coding | #78/ 97 | 42 | Artificial Analysis | 2026-09-28 |
| GPQA Diamond | Reasoning | #95/ 184 | 86 | Artificial Analysis | 2026-09-28 |
| AA-LCR | Long context | #106/ 184 | 73 | Artificial Analysis | 2026-09-28 |
| Humanity's Last Exam | Reasoning | #114/ 186 | 24 | Artificial Analysis | 2026-09-28 |
Family context
Strongest rows in each family
The three highest-scoring models with pages in each capability family. Where Ling 3.0 Flash shows up, it's highlighted.
ReasoningLing 3.0 Flash · 86
- 196
- 295
- 395
Math
- 152
- 252
- 350
CodingLing 3.0 Flash · 42
- 174
- 273
- 370
AgenticLing 3.0 Flash · 55
- 191
- 289
- 389
Long contextLing 3.0 Flash · 73
- 189
- 286
- 385
Newest receipts
6 recentLast 120 days
Benchmark rows added to the public ledger for Ling 3.0 Flash in the last 120 days. Older rows live in the full table below.
| Benchmark | Family | Score | Source | Days ago |
|---|---|---|---|---|
| AA output speed | Performance | 347 t/s | Artificial Analysis | 10 |
| AA-LCR | Long context | 73% | Artificial Analysis | 24 |
| GPQA Diamond | Reasoning | 85.5% | Artificial Analysis | 24 |
| Humanity's Last Exam | Reasoning | 23.7% | Artificial Analysis | 24 |
| SciCode | Coding | 42% | Artificial Analysis | 24 |
| Terminal-Bench | Agentic | 55.43% | 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 Ling 3.0 Flash 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 Ling 3.0 Flash. Scores link to the original source; gaps mean no public row exists yet.
6 of 13 catalog benchmarks have a sourced row for Ling 3.0 Flash.
Reasoning
Humanity's Last ExamVerified
23.7%
HLE (AA run)
Coding
SciCodeVerified
42%
SciCode (AA run)
Agentic
Terminal-BenchVerified
55.43%
Terminal-Bench v2.1 (AA run)
Long context
AA-LCRVerified
73%
AA-LCR (AA run)
Performance
AA output speedVerified
347 t/s
Median output tokens/s (1k prompt, default provider)
Sources
Where the numbers come from
- Artificial Analysis models index· checked 2026-08-09
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 Ling 3.0 Flash?
Ling 3.0 Flash is a Other model: Listed on Artificial Analysis with API pricing $0.075/$0.22 per 1M tokens. Benchmark rows sync from the AA snapshot — see the ledger on this page.
What is Ling 3.0 Flash for?
Frontier model tracked on Artificial Analysis. Use the benchmark ledger below for sourced scores; we do not infer numbers beyond published rows.
What does Ling 3.0 Flash cost?
Ling 3.0 Flash lists $0.07 input and $0.22 output per 1M tokens. Pricing last checked 2026-08-09.
How large is the Ling 3.0 Flash context window?
Ling 3.0 Flash does not publish a context window on the sources checked for this page.
What is the VerdictPal status of Ling 3.0 Flash?
Ling 3.0 Flash carries Lightweight status on the model atlas.
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