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Ling 3.0 Flash

InclusionAI
Release Date
2026-08-04
Parameters
Context Length
262K
Modalities
text

Capability Radar

35
general
49
coding
86
reasoning
58
science
75
agents
0
multimodal

Rankings

Domain#RankScoreSource
Code Ranking112
70.0
AA
General Ranking174
59.0
AA
Science117
66.0
AA

Benchmark Scores (LLM Stats)

(LLM Stats (zeroeval))

No benchmark data available

AA Evaluation Indices

(Artificial Analysis)
Coding Index(Artificial Analysis)
50.6
Intelligence Index(Artificial Analysis)
37.8
Gpqa(NYU + Cohere + Anthropic (2023))
0.9
Lcr(Artificial Analysis)
0.7
Terminalbench V2 1
0.6
Scicode(UIUC + Argonne National Lab (2024))
0.4
Tau Banking
0.3
Hle(Center for AI Safety + Scale AI (2025))
0.2

LLM Stats Category Scores

(LLM Stats (zeroeval))

No category score data available

Pricing

Input Price$0.075 / 1M tokens
Output Price$0.22 / 1M tokens
Blended Price (3:1)$0.111 / 1M tokens
Cache Read Price$0.0042 / 1M tokens

Speed

Tokens/sec383.7
Time to First Token1.40s
Time to Answer6.61s

Provider Price Ranking

Provider Price Ranking

5 providers

Cheapest: OpenRouterMost Expensive: NanoGPT
ProviderInputOutput
1OpenRouterCheapest
$0.021
$0.063
2Kilo Gateway
$0.06
$0.18
3Vercel AI Gateway
$0.06
$0.18
4InclusionAIPRIMARY
$0.075
$0.22
5NanoGPT
$0.075
$0.22

Compare pricing across different API providers for this model.

External Sources