Training context
Plan and review the work a swimmer actually completes, not just the work that was intended.
THE ATHLYRAX FRAMEWORK
Understand development.
Not just the clock.
A connected way to examine what training asks of a swimmer, what they can demonstrate in testing, and how those capabilities are expressed in competition.
01 / THE IDEA
From training stimulus to performance expression.
AthlyraX separates the work a swimmer performs from the capacity they demonstrate and the way they race. The goal is to understand their relationship, rather than mistake one measure for the whole story.
Performance expression
Separate training evidence from what a swimmer expresses when speed, pressure and racing conditions change.
01 / STIMULUS
Training
What was planned, completed and recorded during training.
02 / CAPACITY
Testing
What targeted measurements can show about capability.
03 / EXPRESSION
Competition
What a swimmer expresses under racing demands.
04 / CONNECTION
Integrated
The relationship between all three sources over time.
02 / CAPABILITY MODEL
Eight capabilities. One connected picture.
Performance is not a single attribute. The eight axes look at different dimensions of swimming capability, each supported by relevant evidence. Select any axis to explore what it means.
03 / THE FOUR PROFILES
Different evidence. Different questions.
The profiles distinguish the demands of training, measured testing capacity and race expression before connecting them in one integrated view.
ONE COMMON CAPABILITY FRAMEWORK
Different evidence. The same eight capability axes.
Training, testing and competition answer different questions, but AthlyraX evaluates their evidence using the same eight capability axes. That shared reference allows coaches to compare what training demands, what testing demonstrates and what a swimmer expresses in competition.
Are we training the capability? Is the swimmer demonstrating it? Can they express it when racing? The Integrated Profile connects these perspectives according to the available evidence and its confidence, without inventing scores where evidence is insufficient.
TRAINING
StimulusTESTS
CapacityCOMPETITION
Expression
StimulusTESTS
CapacityCOMPETITION
Expression
SAME EIGHT CAPABILITY AXESTechnical · Efficiency · Robustness · Aerobic · Anaerobic · Speed · Adaptability · Durability
INTEGRATED PROFILEConnected evidence · Confidence · Not Scored where necessary
Training profile
Describes the evidence captured from attended training and recorded set results.
Tests profile
Examines capability through appropriate test protocols and recorded measurements.
Competition profile
Shows performance expressed in races, drawing on relevant results and split-level evidence.
Integrated profile
Brings those sources together while preserving the distinction between what is measured and what remains unknown.
CONNECTED PERFORMANCE PROFILES
Training
Tests
Competition
Integrated
Illustrative shapes only — not swimmer data or calculated scores.
04 / EVIDENCE & CONFIDENCE
Show what the evidence supports.
AthlyraX is designed around measurement sufficiency, confidence and repeated observation. An axis should not be forced to a score if the necessary evidence is missing.
Evidence must be visible, measurable and connected.
Scores should be supported by the relevant results, not assumed from impression alone. Confidence matters because some conclusions are based on stronger, more repeated evidence than others.
Sufficiency
Is there enough relevant information to assess this capability?
Confidence
How strongly does the available evidence support the displayed assessment?
Not Scored
Where evidence is insufficient, the framework identifies the gap rather than inventing a value.
05 / LONGITUDINAL DEVELOPMENT
Progress is a pattern, not a single result.
Repeatable evidence across a season can help coaches distinguish short-term responses from longer-term development and examine why a capability does—or does not—translate into racing.
Week to week
Track how current work is affecting the swimmer now.
Across a cycle
Review how planned changes influence training and testing outcomes.
Across a season
Compare patterns of training, racing and development over time.
Within a week
Observe the effects of planned and attended training.
Across a cycle
Compare measurements with the purpose of each training phase.
Across seasons
Review capability trends and competition expression in context.
ATHLYRAX FRAMEWORK
Make every measurement more meaningful.
The framework links the questions behind training, testing and racing with the evidence needed to answer them.