readable AI benchmarks (simplified)
InclusionAI
Ling 3.1 Flash 1019
Ling 3.1 Flash 1019 has a Quality Score of 58.7, ranking 58th among 398 scored models. Per 1M tokens, pricing is $0.300 input, $0.900 output, and $0.060 cached input. It has a 1,048,576 token context window. Its Reliability Score is 49.8, ranking 108th among 399 scored models, above average (total average: 37.9). Its Value Score is 49.7, high compared with the total Value average of 33.2.
Quality Score58.7coverage 100.0%: AA Intelligence and AA-Omniscience outcomes available
Value Score49.7
Factual reliability49.8
Cache Discount80%
Model specification
- Reasoning
- reasoning
- Input modalities
- none
- Output modalities
- none
- Context window
- 1,048,576 tokens
- Weights
- closed weights
Token prices USD per 1M tokens
- Input
- $0.300
- Output
- $0.900
- Cached Input
- $0.060
- Cache write
- not available
- Cost per task
- $1.49
Capability
- Intelligence
- 43.9
- Coding
- not available
- Agentic
- not available
- Omniscience
- -0.3
- Correct
- 29.8%
- Blended price
- $0.192
Answer outcomes
Fully graded outcomes (Correct + Incorrect): 60.0%
Correct 29.8%Incorrect 30.2%Partial / not attempted 40.0%
Artificial Analysis benchmarks
- GDPval-AA v2
- 57%
- SciCode
- 57%
- Humanity’s Last Exam
- 43%
- CritPt
- 26%
- AA-Omniscience
- 50%
- AA-LCR
- 82%
Similar models
- Ling 3.1 FlashInclusionAIQuality Score 57.2Value Score 48.4
- Ling-3.0-flash-VLInclusionAIQuality Score 42.8Value Score not available
- Ling-3.0-flash-FinInclusionAIQuality Score 38.7Value Score 36.4
- Ring-2.6-1TInclusionAIQuality Score 28.4Value Score not available
- Ling 3.0 TinyInclusionAIQuality Score 28.7Value Score not available
- Ring-flash-2.0InclusionAIQuality Score 15.8Value Score not available