Blog · AI Coach
How an AI analyzes your poker hands: what happens behind the screen
An AI doesn't analyze your hands one by one: parsing converts the raw file into structured data, standard statistical computation aggregates that data into indicators (VPIP, BB/100...), and only that numerical summary is then interpreted by a language model to identify your priority leaks.
The 4-step process
Parsing the history file
The raw file exported from Winamax (plain text, one hand per block) is split and converted into structured objects: cards, actions, amounts, positions, results. This step happens directly in your browser, without sending the file to a server.
Statistical aggregation
Thousands of individual hands are combined to calculate global statistics: VPIP, PFR, C-bet, fold to C-bet, BB/100 by position, and more. This is pure computation — no AI at this stage, just formulas applied to the parsed data.
Interpretation by the language model
Only the aggregated statistics (not the raw hands) are sent to a language model, which compares your numbers against known reference ranges and identifies the gaps that cost you the most in winrate.
Generating an action plan
The model turns the detected leaks into concrete, prioritized recommendations, rather than just listing raw numbers for the player to interpret alone.
Why separate calculation from interpretation
A language model can hallucinate or get a precise arithmetic calculation wrong. That's why statistics like BB/100 or VPIP are computed by deterministic, tested, reliable code — the AI only steps in afterward, to compare those numbers against reference ranges and turn them into readable recommendations.
Tested volume
FlopIQ's parsing and aggregation pipeline has been validated on a history of over 66,000 hands without a single error or crash.
Where your data is processed
The technical details vary a lot from one tool to another. On FlopIQ, file parsing happens entirely in your browser via a Web Worker — your raw hands are never sent to a server. Only the already-calculated statistics travel to the analysis step. To export your history correctly before an analysis, see our Winamax export guide.
Frequently asked questions
Does an AI really read every hand one by one?
No. Parsing and aggregating into statistics is done by regular code, not by AI. The language model only steps in at the interpretation stage, on numbers that are already summarized — never on individual hands.
Are my hand history files sent to a server?
It depends on the tool. On FlopIQ, parsing happens entirely in your browser via a Web Worker — only the already-calculated statistics are sent for analysis, never the raw hand details.
How many hands can an AI process at once?
The statistical computation has no practical limit — a real-world test validated processing over 66,000 hands without a single error. The real limit comes from the size of the file exported by the poker client.
Why not let the AI calculate the statistics directly?
Because a deterministic calculation (VPIP, BB/100) needs to be exact every single time, while a language model can make arithmetic mistakes. Separating calculation from interpretation guarantees reliable numbers while keeping the AI for qualitative analysis.
See the process work on your own hands
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What FlopIQ does on this topic
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