Models / Other

Ling 3.0 Tiny

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.

#135 of 166 on AA Index · current snapshot
25 AA Index · 9 benchmark rows · 1 sourcesPosition is benchmark-specific — not a cross-family or cross-source ranking.
Composite34
ContextUnlisted
Input / 1MFree
Output / 1MFree
Knowledge cutoffunpublished
Output speed192 t/s
TTFT (default API)1.91s
Statuslightweight

Family profile

Best published score in each covered benchmark family.

46/100 avg
Reasoning
73
Coding
24
Agentic
28
Long context
59

4 tested benchmark families

Benchmark placements

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.

BenchmarkFamilyRankScoreSourceDate
AA output speedPerformance#12/ 185Artificial Analysis2026-09-01
AA time to first tokenPerformance#32/ 185Artificial Analysis2026-09-01
τ³-Bench BankingAgentic#57/ 10621Artificial Analysis2026-09-01
AA-LCRLong context#140/ 17959Artificial Analysis2026-09-01
Artificial Analysis Intelligence IndexReasoning#155/ 18425Artificial Analysis2026-09-01
Humanity's Last ExamReasoning#157/ 1809Artificial Analysis2026-09-01
Terminal-BenchAgentic#157/ 18428Artificial Analysis2026-09-01
GPQA DiamondReasoning#160/ 18573Artificial Analysis2026-09-01
SciCodeCoding#172/ 18024Artificial Analysis2026-09-01
Family context

The three highest-scoring models with pages in each capability family. Where Ling 3.0 Tiny shows up, it's highlighted.

Newest receipts

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.

9 recent
Family coverage

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.

Reasoning73
Coding24
Agentic28
Long context59
Price vs. performance
0255075100$0.10$0.30$1$3$10$30input USD / 1M tokens · log scale →← intelligence

Hover or tab any dot for name, score, and input price.

AnthropicOpenAIMistralAlibabaDeepSeekGoogleMoonshotMetaMiniMaxxAIZhipuXiaomiOtherMeituanCohereNVIDIA

Full benchmark ledger

Every catalog benchmark for Ling 3.0 Tiny. Scores link to the original source; gaps mean no public row exists yet.

9 sourced rows

9 of 37 catalog benchmarks have a sourced row for Ling 3.0 Tiny.

Reasoning

Coding

Agentic

Long context

Performance

Sources