From d99031ee74885a8f4b738e079c461363563914ca Mon Sep 17 00:00:00 2001 From: christophe perrin Date: Thu, 19 Feb 2026 11:43:43 +0100 Subject: [PATCH 1/8] Added new GST screenshots --- ...terpreting-metrics-in-experiment-results.mdx | 8 ++++---- .../gst-efficacy-boundary-crossed.png | Bin 0 -> 91471 bytes 2 files changed, 4 insertions(+), 4 deletions(-) create mode 100644 static/img/experiment-results/gst-efficacy-boundary-crossed.png diff --git a/docs/web-console-docs/experiments/Interpreting-metrics-in-experiment-results.mdx b/docs/web-console-docs/experiments/Interpreting-metrics-in-experiment-results.mdx index 51ee3108..88a84cbe 100644 --- a/docs/web-console-docs/experiments/Interpreting-metrics-in-experiment-results.mdx +++ b/docs/web-console-docs/experiments/Interpreting-metrics-in-experiment-results.mdx @@ -66,7 +66,7 @@ Example using the example above ## Group Sequential Testing Metrics -Inconclusive GST result in ABsmartly +Experiment crossing the efficacy boundary in ABsmartly ### Understanding the Metrics Table @@ -84,7 +84,7 @@ These data points provide a summary of the ongoing analysis for the selected var ### Understanding the Group Sequential Graph -Inconclusive GST result in ABsmartly +Experiment crossing the efficacy boundary in ABsmartly Group Sequential Testing, makes it easy to visually interpret results. The graph displays the evolution of statistical evidence over time, allowing decisions to be made at predefined checkpoints during the experiment. It includes the following elements: @@ -92,7 +92,7 @@ Group Sequential Testing, makes it easy to visually interpret results. The graph - **Y-Axis (Standard Deviations, Z-Scale)**: Represents the Z-Score, showing how far the observed result is from the null hypothesis. - **Z-Score Trajectory (Orange line)**: The path of the observed Z-Score over time. It starts at 0 and moves based on accumulating data. - **Efficiency Boundary (Green Region)**: The upper boundary. If the Z-Score trajectory crosses this boundary, the variant shows a statistically significant improvement, and the experiment can be stopped early for success. -- **Futility Boundary (Pink Region)**: The lower boundary. If the Z-Score trajectory crosses this boundary, the variant is deemed unlikely to show meaningful improvement, and the experiment can be stopped early for futility. +- **Futility Boundary (Gray Region)**: The lower boundary. If the Z-Score trajectory crosses this boundary, the variant is deemed unlikely to show meaningful improvement, and the experiment can be stopped early for futility. - **Fixed Horizon (Vertical Dotted Line)**: Represents the moment in time where the equivalent Fixed Horizon test would have been completed. All interim analyses before that dotted line are opportunities to make an early decision. --- @@ -101,7 +101,7 @@ Group Sequential Testing, makes it easy to visually interpret results. The graph - Crossing this boundary means there is enough evidence to conclude the variant performs significantly better than the baseline. - The experiment can be stopped early, and the variant can be considered successful. -2. **Futility Boundary (Pink)**: +2. **Futility Boundary (Gray)**: - Crossing this boundary indicates the variant is unlikely to show significant improvement. - In case of a binding futility type (see experiment setup), the experiment is completed (no more interim analysis will happen) and can be stopped as further data collection is unlikely to change the conclusion. - In case of a non-binding futility type, you can decide to keep the experiment running to the following interim analyses. diff --git a/static/img/experiment-results/gst-efficacy-boundary-crossed.png b/static/img/experiment-results/gst-efficacy-boundary-crossed.png new file mode 100644 index 0000000000000000000000000000000000000000..ebd04a842b8a5c7966994e9b85a8ae193d7fa35f GIT binary patch literal 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The graph displays the evolution of statistical evidence over time, allowing decisions to be made at predefined checkpoints during the experiment. It includes the following elements: - **X-Axis (Time)**: Represents the progress of the experiment in time, with dates marking each past and future interim analyses. - **Y-Axis (Standard Deviations, Z-Scale)**: Represents the Z-Score, showing how far the observed result is from the null hypothesis. - **Z-Score Trajectory (Orange line)**: The path of the observed Z-Score over time. It starts at 0 and moves based on accumulating data. -- **Efficiency Boundary (Green Region)**: The upper boundary. If the Z-Score trajectory crosses this boundary, the variant shows a statistically significant improvement, and the experiment can be stopped early for success. +- **Efficacy Boundary (Green Region)**: The upper boundary. If the Z-Score trajectory crosses this boundary, the variant shows a statistically significant improvement, and the experiment can be stopped early for success. - **Futility Boundary (Gray Region)**: The lower boundary. If the Z-Score trajectory crosses this boundary, the variant is deemed unlikely to show meaningful improvement, and the experiment can be stopped early for futility. - **Fixed Horizon (Vertical Dotted Line)**: Represents the moment in time where the equivalent Fixed Horizon test would have been completed. 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z%O7t$Mnxvd^$AcnD)&>e#kuj1YjkM;SXBgEXO;A9m%oeJA3>!9EQdOxh@5Eu{~L<@zchwQ8lE=QtL`UTnl_1z zMajPx$v;~h%5r8j5t7{4!Gei3k2CbHwS2W@S`XbbU~l!WP-I;|kM&V-;b}Cc<@a2f zq`r&*K)HQkpf;V`Et9xEo2fr?r-_giHr}Uc$yMTr{(IZpWb6RasbtL1y`KNIi;qEa z+fL1D`76*E#F_b9bAMmv3#}pQtAxq81b;N1iW-G7eMGNa>K$_AI5VT;!+`y`HLQMq zIdPuQ_IoM$r{4-_q`j%pmgM5Msj!r-cXv`lp#O+F1cF3d(buQ;{SF`DFtZc zuQB>ZDYNh)dR#cYb^e%(zl}@)jpQpQEB|kx|L;B0KjRNrw`=Bzf$)ERKlkU0B%q`b qnQF5CohA;Tk&o~G?-}8Qe1hA*Y*M$Xyj*_){7Ju7kSG Date: Thu, 19 Feb 2026 12:31:48 +0100 Subject: [PATCH 3/8] address rabbit feedback --- .../Interpreting-metrics-in-experiment-results.mdx | 11 ++++++----- 1 file changed, 6 insertions(+), 5 deletions(-) diff --git a/docs/web-console-docs/experiments/Interpreting-metrics-in-experiment-results.mdx b/docs/web-console-docs/experiments/Interpreting-metrics-in-experiment-results.mdx index f435e4a7..9ad44aca 100644 --- a/docs/web-console-docs/experiments/Interpreting-metrics-in-experiment-results.mdx +++ b/docs/web-console-docs/experiments/Interpreting-metrics-in-experiment-results.mdx @@ -70,18 +70,19 @@ Example using the example above ### Understanding the GST data -In case of GST experiment, the metric table, for the primary metric, shown on the experiment overview has a GST toggle which -allows to toggle between the GST data (the one used for decision-making), and the none GST data which can be used for debugging purpose. +In case of GST a experiment, the metric table for the primary metric, shown on the experiment overview has a GST toggle which +allows you to toggle between the GST data (the one used for decision-making), and the non-GST data which can be used for debugging purposes. -The metrics table, for GST experiments, provides the following key data points for each variant **at the last interim analysis**: +The primary metric table, for GST experiments, provides the following key data points for each variant **at the last interim analysis**: -- **Mean**: The GST adjusted average performance of the metric for the variant. +- **Mean**: The GST-adjusted average performance of the metric for the variant. - **Observed Mean**: The actual observed average performance of the metric during the experiment. - **Impact**: The percentage change in the metric compared to the baseline. This is a GST adjusted value. In this example +1.74% with a confidence interval going from -1.88% to +5.49%. - **Z-Score**: A statistical measure that represents how many standard deviations the result is from the null hypothesis (no effect). Positive Z-scores indicate an improvement, while negative Z-scores suggest a decline. - **P-Value**: The probability that the observed result occurred by chance if the null hypothesis is true. Lower P-values (e.g., below 0.05) indicate statistical significance. -These data points provide a summary of the ongoing analysis for the selected variant at the last analysis, helping to evaluate its performance relative to the baseline. +These data points provide a summary of the ongoing analysis for the selected variant at the last interim analysis, +helping to evaluate its performance relative to the baseline. --- From 280e30d0b10bfb9f78d1d0ae6fc60153ec2c2552 Mon Sep 17 00:00:00 2001 From: christophe perrin Date: Thu, 19 Feb 2026 12:36:46 +0100 Subject: [PATCH 4/8] typo --- .../experiments/Interpreting-metrics-in-experiment-results.mdx | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/web-console-docs/experiments/Interpreting-metrics-in-experiment-results.mdx b/docs/web-console-docs/experiments/Interpreting-metrics-in-experiment-results.mdx index 9ad44aca..05dc7761 100644 --- a/docs/web-console-docs/experiments/Interpreting-metrics-in-experiment-results.mdx +++ b/docs/web-console-docs/experiments/Interpreting-metrics-in-experiment-results.mdx @@ -70,7 +70,7 @@ Example using the example above ### Understanding the GST data -In case of GST a experiment, the metric table for the primary metric, shown on the experiment overview has a GST toggle which +In case of a GST experiment, the metric table for the primary metric, shown on the experiment overview has a GST toggle which allows you to toggle between the GST data (the one used for decision-making), and the non-GST data which can be used for debugging purposes. The primary metric table, for GST experiments, provides the following key data points for each variant **at the last interim analysis**: From 065434fab756f906efa7143d5102e848ecdbcd0a Mon Sep 17 00:00:00 2001 From: christophe perrin Date: Thu, 19 Feb 2026 12:48:17 +0100 Subject: [PATCH 5/8] added new image for GST data --- ...terpreting-metrics-in-experiment-results.mdx | 7 +++++-- static/img/experiment-results/gst-data.png | Bin 0 -> 58002 bytes 2 files changed, 5 insertions(+), 2 deletions(-) create mode 100644 static/img/experiment-results/gst-data.png diff --git a/docs/web-console-docs/experiments/Interpreting-metrics-in-experiment-results.mdx b/docs/web-console-docs/experiments/Interpreting-metrics-in-experiment-results.mdx index 05dc7761..e2f93fda 100644 --- a/docs/web-console-docs/experiments/Interpreting-metrics-in-experiment-results.mdx +++ b/docs/web-console-docs/experiments/Interpreting-metrics-in-experiment-results.mdx @@ -66,10 +66,13 @@ Example using the example above ## Group Sequential Testing Metrics -Experiment crossing the efficacy boundary in ABsmartly +Experiment crossing the efficacy boundary in ABsmartly ### Understanding the GST data +GST data in ABsmartly + + In case of a GST experiment, the metric table for the primary metric, shown on the experiment overview has a GST toggle which allows you to toggle between the GST data (the one used for decision-making), and the non-GST data which can be used for debugging purposes. @@ -88,7 +91,7 @@ helping to evaluate its performance relative to the baseline. ### Understanding the Group Sequential Graph -Experiment crossing the futility boundary in ABsmartly +Experiment crossing the futility boundary in ABsmartly Group Sequential Testing, makes it easy to visually interpret results. The graph displays the evolution of statistical evidence over time, allowing decisions to be made at predefined checkpoints during the experiment. 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perrin Date: Thu, 19 Feb 2026 14:20:30 +0100 Subject: [PATCH 6/8] Updated data to match the new screenshot --- .../Interpreting-metrics-in-experiment-results.mdx | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/docs/web-console-docs/experiments/Interpreting-metrics-in-experiment-results.mdx b/docs/web-console-docs/experiments/Interpreting-metrics-in-experiment-results.mdx index e2f93fda..4e68ea9e 100644 --- a/docs/web-console-docs/experiments/Interpreting-metrics-in-experiment-results.mdx +++ b/docs/web-console-docs/experiments/Interpreting-metrics-in-experiment-results.mdx @@ -26,7 +26,7 @@ The metrics table provides the following key data points for each variant: - **Confidence**: The statistical confidence that the observed difference between variants is real, not due to random chance. -- **Impact**: The difference in metric performance between variants, shown visually and as a percentage with a confidence interval (CI). In this example the observed impact is +1.35% with a confidence interval going from +0.38% to +2.32%. +- **Impact**: The difference in metric performance between variants, shown visually and as a percentage with a confidence interval (CI). For example, the observed impact could be +1.35% with a confidence interval going from +0.38% to +2.32%. ### Interpreting confidence intervals and results The confidence interval (CI) and the color-coded indicator help assess the significance of the results: @@ -80,7 +80,7 @@ The primary metric table, for GST experiments, provides the following key data p - **Mean**: The GST-adjusted average performance of the metric for the variant. - **Observed Mean**: The actual observed average performance of the metric during the experiment. -- **Impact**: The percentage change in the metric compared to the baseline. This is a GST adjusted value. In this example +1.74% with a confidence interval going from -1.88% to +5.49%. +- **Impact**: The percentage change in the metric compared to the baseline. This is a GST adjusted value. For example, +1.74% with a confidence interval going from -1.88% to +5.49%. - **Z-Score**: A statistical measure that represents how many standard deviations the result is from the null hypothesis (no effect). Positive Z-scores indicate an improvement, while negative Z-scores suggest a decline. - **P-Value**: The probability that the observed result occurred by chance if the null hypothesis is true. Lower P-values (e.g., below 0.05) indicate statistical significance. From de346a27688698b3c2d412a921862218019fb3e4 Mon Sep 17 00:00:00 2001 From: christophe perrin Date: Thu, 19 Feb 2026 14:24:04 +0100 Subject: [PATCH 7/8] again adjusted data wto match screenshots --- .../experiments/Interpreting-metrics-in-experiment-results.mdx | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/web-console-docs/experiments/Interpreting-metrics-in-experiment-results.mdx b/docs/web-console-docs/experiments/Interpreting-metrics-in-experiment-results.mdx index 4e68ea9e..3ba09b98 100644 --- a/docs/web-console-docs/experiments/Interpreting-metrics-in-experiment-results.mdx +++ b/docs/web-console-docs/experiments/Interpreting-metrics-in-experiment-results.mdx @@ -80,7 +80,7 @@ The primary metric table, for GST experiments, provides the following key data p - **Mean**: The GST-adjusted average performance of the metric for the variant. - **Observed Mean**: The actual observed average performance of the metric during the experiment. -- **Impact**: The percentage change in the metric compared to the baseline. This is a GST adjusted value. For example, +1.74% with a confidence interval going from -1.88% to +5.49%. +- **Impact**: The percentage change in the metric compared to the baseline. This is a GST adjusted value. In this example, +4.84% with a confidence interval going from 2.40% to +8.58%. - **Z-Score**: A statistical measure that represents how many standard deviations the result is from the null hypothesis (no effect). Positive Z-scores indicate an improvement, while negative Z-scores suggest a decline. - **P-Value**: The probability that the observed result occurred by chance if the null hypothesis is true. Lower P-values (e.g., below 0.05) indicate statistical significance. From 4760a0a2318a11222545f9976c18014479ee3bd8 Mon Sep 17 00:00:00 2001 From: christophe perrin Date: Thu, 19 Feb 2026 14:53:17 +0100 Subject: [PATCH 8/8] missing + --- .../experiments/Interpreting-metrics-in-experiment-results.mdx | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/web-console-docs/experiments/Interpreting-metrics-in-experiment-results.mdx b/docs/web-console-docs/experiments/Interpreting-metrics-in-experiment-results.mdx index 3ba09b98..72fb38a5 100644 --- a/docs/web-console-docs/experiments/Interpreting-metrics-in-experiment-results.mdx +++ b/docs/web-console-docs/experiments/Interpreting-metrics-in-experiment-results.mdx @@ -80,7 +80,7 @@ The primary metric table, for GST experiments, provides the following key data p - **Mean**: The GST-adjusted average performance of the metric for the variant. - **Observed Mean**: The actual observed average performance of the metric during the experiment. -- **Impact**: The percentage change in the metric compared to the baseline. This is a GST adjusted value. In this example, +4.84% with a confidence interval going from 2.40% to +8.58%. +- **Impact**: The percentage change in the metric compared to the baseline. This is a GST adjusted value. In this example, +4.84% with a confidence interval going from +2.40% to +8.58%. - **Z-Score**: A statistical measure that represents how many standard deviations the result is from the null hypothesis (no effect). Positive Z-scores indicate an improvement, while negative Z-scores suggest a decline. - **P-Value**: The probability that the observed result occurred by chance if the null hypothesis is true. Lower P-values (e.g., below 0.05) indicate statistical significance.