readable AI benchmarks (simplified)
InclusionAI
Ling 3.0 Flash
Ling 3.0 Flash has a Quality Score of 36.0, ranking 224th among 571 scored models. Per 1M tokens, pricing is $0.075 input, $0.220 output, and $0.015 cached input. It has a 262,144 token context window. Its Reliability Score is 41.1, ranking 230th among 573 scored models, above average (total average: 36.5). Its Value Score is 33.9, around average compared with the total Value average of 31.4.
Quality Score36.0coverage 100.0%: AA Intelligence and AA-Omniscience outcomes available
Value Score33.9
Factual reliability41.1
Cache Discount80%
Model specification
- Reasoning
- reasoning
- Input modalities
- none
- Output modalities
- none
- Context window
- 262,144 tokens
- Weights
- open weights
Token prices USD per 1M tokens
- Input
- $0.075
- Output
- $0.220
- Cached Input
- $0.015
- Cache write
- not available
- Cost per task
- not available
Capability
- Intelligence
- 20.1
- Coding
- not available
- Agentic
- not available
- Omniscience
- -17.9
- Correct
- 18.2%
- Blended price
- $0.048
Answer outcomes
Fully graded outcomes (Correct + Incorrect): 54.2%
Correct 18.2%Incorrect 36.0%Partial / not attempted 45.8%
Artificial Analysis benchmarks
- GDPval-AA v2
- 22%
- τ³-Banking
- 27%
- SciCode
- 42%
- Humanity’s Last Exam
- 24%
- GPQA Diamond
- 85%
- CritPt
- 2%
- AA-Omniscience
- 41%
- AA-LCR
- 73%
Similar models
- Ling-3.0-flash-FinInclusionAIQuality Score 38.7Value Score 36.4
- Ling-3.0-flash-VLInclusionAIQuality Score 42.8Value Score 40.2
- Ring-2.6-1TInclusionAIQuality Score 28.4Value Score not available
- Ling 3.0 TinyInclusionAIQuality Score 28.7Value Score not available
- Ring-1TInclusionAIQuality Score 20.7Value Score not available
- Ring-flash-2.0InclusionAIQuality Score 15.8Value Score not available