Timeline of inclusionAI

ling-1t scores 32.75% on τ²-bench

ling-1t scores 34.76% on IFBench

ling-1t scores 7.32% on Humanity's Last Exam

ling-1t scores 71.92% on GPQA

ling-1t scores 9.17 on Artificial Analysis Intelligence Index

ling-2-6-1t scores 31.06% on Terminal-Bench

ling-2-6-1t scores 89.77% on τ²-bench

ling-2-6-1t scores 56.87% on IFBench

ling-2-6-1t scores 8.71% on Humanity's Last Exam

ling-2-6-1t scores 75.15% on GPQA

ling-2-6-1t scores 17 on Artificial Analysis Intelligence Index

ling-mini-2-0 scores 0.76% on Terminal-Bench

ling-mini-2-0 scores 13.16% on τ²-bench

ling-mini-2-0 scores 23.61% on IFBench

ling-mini-2-0 scores 5.05% on Humanity's Last Exam

ling-mini-2-0 scores 56.16% on GPQA

ling-mini-2-0 scores 5.54 on Artificial Analysis Intelligence Index

Ling 3.0 Flash VL scores 64.42% on Terminal-Bench

Ling 3.0 Flash VL scores 0% on Terminal-Bench

Ling 3.0 Flash VL scores 78.96% on MMMU-Pro

Ling 3.0 Flash VL scores 44.21% on SciCode

Ling 3.0 Flash VL scores 21.96% on Humanity's Last Exam

Ling 3.0 Flash VL scores 86.16% on GPQA

Ling 3.0 Flash VL scores 24.77 on Artificial Analysis Intelligence Index

ring-flash-2-0 scores 7.58% on Terminal-Bench

ring-flash-2-0 scores 0% on τ²-bench

ring-flash-2-0 scores 43.27% on IFBench

ring-flash-2-0 scores 9.64% on Humanity's Last Exam

ring-flash-2-0 scores 72.53% on GPQA

ring-flash-2-0 scores 7.15 on Artificial Analysis Intelligence Index

ling-3-0-tiny scores 27.72% on Terminal-Bench

ling-3-0-tiny scores 0% on Terminal-Bench

ling-3-0-tiny scores 24.19% on SciCode

ling-3-0-tiny scores 9.31% on Humanity's Last Exam

ling-3-0-tiny scores 73.43% on GPQA

ling-3-0-tiny scores 11.87 on Artificial Analysis Intelligence Index

ling-flash-2-0 scores 10.61% on Terminal-Bench

ling-flash-2-0 scores 20.76% on τ²-bench

ling-flash-2-0 scores 34.35% on IFBench

ling-flash-2-0 scores 6.21% on Humanity's Last Exam

ling-flash-2-0 scores 65.66% on GPQA

ling-flash-2-0 scores 7.81 on Artificial Analysis Intelligence Index

ling-2-6-flash scores 21.21% on Terminal-Bench

ling-2-6-flash scores 24.34% on Terminal-Bench

ling-2-6-flash scores 85.96% on τ²-bench

ling-2-6-flash scores 57.41% on IFBench

ling-2-6-flash scores 6.26% on Humanity's Last Exam

ling-2-6-flash scores 59.29% on GPQA

ling-2-6-flash scores 9.68 on Artificial Analysis Intelligence Index

ring-1t scores 6.82% on Terminal-Bench

ring-1t scores 26.32% on τ²-bench

ring-1t scores 44.56% on IFBench

ring-1t scores 11.12% on Humanity's Last Exam

ring-1t scores 77.37% on GPQA

ring-1t scores 10.9 on Artificial Analysis Intelligence Index

Ling 3.0 Flash scores 55.43% on Terminal-Bench

Ling 3.0 Flash scores 42.01% on SciCode

Ling 3.0 Flash scores 23.68% on Humanity's Last Exam

Ling 3.0 Flash scores 85.45% on GPQA

Ling 3.0 Flash scores 24.94 on Artificial Analysis Intelligence Index

ring-2-6-1t scores 28.79% on Terminal-Bench

ring-2-6-1t scores 43.07% on Terminal-Bench

ring-2-6-1t scores 0.51% on Terminal-Bench

ring-2-6-1t scores 92.4% on τ²-bench

ring-2-6-1t scores 44.56% on IFBench

ring-2-6-1t scores 45.02% on SciCode

ring-2-6-1t scores 21.59% on Humanity's Last Exam

ring-2-6-1t scores 85.66% on GPQA

ring-2-6-1t scores 17.28 on Artificial Analysis Intelligence Index