Animating Cost over IQ vs Completion Time
X = completion time (time to last token, TTLT; log, reversed). Y = IQ. Effective Cost/1M I/O Tokens is shown as bills over a 10s period.
Animating Cost over IQ vs Completion Time
Response TimeIQ vs ThroughputThroughput is median output tokens per second (TPS). Each model's estimated IQ is plotted against how quickly it streams its answer after generation begins.Data: AI IQ methodology, Artificial AnalysisOpen chartResponse TimeIQ vs LatencyLatency is time to first token (TTFT): how long a model takes to begin responding. Drag the input-length slider from 1K to 10K tokens to interpolate between AA's two measured TTFT anchors.Data: AI IQ methodology, Artificial AnalysisOpen chartResponse TimeIQ vs SpeedEach model's estimated IQ against its completion time, which is time to last token (TTLT). Drag the input (1K–10K tokens) and output (100–10K tokens) sliders to see how it changes with the workload.Data: AI IQ methodology, Artificial AnalysisOpen chartResponse TimeIQ vs Completion Time vs Cost in 3D3D scatter: X = completion time (time to last token, TTLT; log, faster to the right), Y = IQ, Z = effective cost (log). Color = provider. Drag to rotate.Data: Artificial Analysis, ARC Prize, Vals Index v2 Cost per Test +1 moreOpen chartResponse TimeAnimating Completion Time over IQ vs CostX = Effective Cost/1M I/O Tokens (log). Y = IQ. Clock spin rate represents completion time (time to last token, TTLT).Data: AI IQ methodology, Artificial AnalysisOpen chartCostIQ vs CostEach model's estimated IQ against its effective cost per 1M I/O Tokens (sticker price × measured or imputed usage multiplier).Data: AI IQ methodologyOpen chart