In my last article we reframed the problem.
The market does not reward performance on its own. It rewards the moment performance becomes visible, understood, and widely believed.
The next step is knowing how to identify that moment before it happens. It’s a similar instinct to how the Oakland A’s approached player evaluation in Moneyball, identifying early signals that pointed to future production before traditional results reflected it. But the sports card market rewards a different part of that process.
This requires a different way of evaluating players. Not as static assets, but as moving through a sequence the market reacts to unevenly.
The Market Doesn’t Price Performance All at Once
Performance does not translate directly into price.
It moves through stages.
A player improves. That improvement appears in subtle ways. Opportunity expands. Visibility follows. Only then does demand form.
Most participants enter at the final stage, when the story is already clear.
The advantage exists earlier, before that clarity forms.
Three Drivers Determine When Price Moves
Every player can be evaluated through three factors.
1) Skill
Is the player actually improving?
This shows up beneath the surface:
- Better contact quality
- Improved plate discipline
- Increased velocity or refined pitch mix
These changes often appear before results stabilize.
2) Opportunity
Is the player being given more responsibility?
This is determined by how teams deploy them:
- Lineup position
- Playing time
- Workload expansion
- Role changes
Opportunity reflects internal belief. It often shifts before the public narrative does.
3) Narrative
Is the market starting to recognize the change?
This is where visibility forms:
- Highlights
- Media coverage
- Awards conversation
- Social amplification
Narrative converts performance into demand.
Price Moves When These Three Align
Each factor can exist on its own.
A player can have skill without opportunity. Opportunity without narrative. Narrative without stable performance.
Price moves when all three begin to align.
- Skill establishes the foundation
- Opportunity makes it visible
- Narrative makes it actionable
The closest parallel in sports is how teams evaluate players before results fully show up. In Moneyball, the Oakland A’s acted on early indicators of future production before traditional results reflected it. The market behaves differently. It does not act on those signals directly. It waits until they become simple enough to form a clear narrative. By that point, prices have already begun to adjust.
Where Most Buyers Enter
Most participants do not evaluate all three factors together.
They react to narrative.
By the time a player:
- Appears on national broadcasts
- Generates consistent highlights
- Enters award conversations
the underlying alignment has already taken place.
Demand forms quickly at that point because the story is easy to understand.
The opportunity existed earlier, when the story was still forming.
Why This Stage Is Missed
Early stages are difficult to act on.
Skill changes are not obvious without context. Opportunity shifts require attention to usage patterns. Narrative has not yet simplified the situation.
There is less agreement, less visibility, and less reinforcement.
That uncertainty keeps most participants on the sidelines.
By the time those conditions disappear, the market has already adjusted.
What This Looks Like in Practice
This sequence plays out repeatedly.
- Konnor Griffin represents the earliest stage. Tools, bat speed, and contact profile signal long-term upside, but there is no stable production, defined opportunity, or established narrative yet. The market is still forming an opinion.
- Paul Skenes gaining extended workload and maintaining elite stuff signals trust before his performance becomes a dominant narrative.
- Yoshinobu Yamamoto holding a stable role through early adjustment, while underlying command and efficiency remain intact, reflects long-term expectation before full market alignment.
- Elly De La Cruz shows what happens when narrative accelerates quickly, sometimes ahead of consistency.
- Shohei Ohtani represents the opposite end, where all three factors are fully aligned and widely understood.
These are not different types of players yet. They are different points within the same process.
A Simple Way to Evaluate in Real Time
A practical approach:
Identify skill changes
- Is performance improving beneath the surface?
Confirm opportunity
- Is the role expanding in a way the market will notice?
Assess narrative
- Is visibility forming, or is it already established?
The goal is to determine where a player sits within this sequence.
Not early or late in absolute terms, but early or late relative to market recognition.
The Edge Exists Before It Becomes Obvious
Early alignment rarely feels clear.
There is less visibility, less consensus, and more uncertainty. That discomfort is part of the opportunity.
Later stages feel safer because the story is established. They are also where competition is highest and pricing is most efficient.
The advantage comes from recognizing alignment before it becomes obvious to everyone else.
Where the Edge Actually Forms
The market does not move randomly. It responds to a sequence that unfolds over time.
Skill changes first. Opportunity expands. Narrative forms last.
Most participants react at the final step.
The market does not reward the signal itself. It rewards the moment the signal becomes obvious.
Understanding that sequence is what allows you to act earlier.
In Part 3, we’ll apply this structure across different types of players, because this process does not behave the same way at every stage of a career.
