Poker Odds and EV Guide It forms the basis of all advanced strategies in Texas Hold'em.
You may not be good at psychological warfare, but you cannot be bad at calculation.
Because all correct decisions ultimately stem from mathematics.
Because they weren't guessing, they were calculating.
The core conclusion of the Poker Odds and EV Guide: Poker = Probability × EV × Decision
In Texas Hold'em, every hand decision is essentially a mathematical problem:
→ What is your win rate?
→ Are the pot odds reasonable?
→ Is the long-term EV positive or negative?
You're not playing cards, you're making a mathematical choice.
Why do you need to learn computational logic?
Many players:
→ Call based on intuition
→ Go all in based on emotions
→ Bluff by luck
These behaviors will definitely lead to losses in the long run.
Only when you understand:
→ Win Rate (Odds)
→ Outs
→ Pot Odds
→ Expected Value (EV)
You're only just beginning to truly "know how to play cards".
Learning Architecture Overview
The following content will guide you step-by-step from basic probability to professional-level computational thinking:
I. Win Rate and Probability Basics
1. [Win Rate Basics] How is the win rate calculated in Texas Hold'em?
2. [Card Type Probability] Complete Analysis of the Occurrence Probability of Various Card Types
3. [Starting Hand Win Rate] Win Rate Ranking by Starting Hand
4. [Position and Win Rate] How does position affect your win rate?
5. What is the average win rate for any two hands in a random match?
6. [Pre-flip win rate] Complete summary of Preflop All-in win rates
7. [Win Rate Misconception] Why does 60% still lose despite a low win rate?
8. [Randomness] Probability and the Nature of Randomness in Poker
9. [One-Handed vs. Long-Term] The Difference Between Win Rate and Result
10. [Illusion of Card Strength] Why doesn't a strong hand guarantee a win?
11. [Probability Intuition] Win Rate Issues That Beginners Are Most Prone to Misjudging
12. [Win Rate Curve] How does long-term win rate affect profitability?
13. [Variance Basics] How do mutations affect short-term win rates?
14. [Probabilistic Thinking] How do experts understand probability?
15. [Incorrect Decision-Making] Reasons for High Win Rate Despite Making Wrong Moves
II. Outs and Hand Calculation
16. [Outs Concept] What are Outs? Complete Tutorial
17. [Outs Calculation] How to quickly calculate the number of cards to draw?
18. What is the win rate of a Flush Draw?
19. [Straight Hand] OESD Win Rate Calculation
20. [Kashun] Gutshot Win Rate Analysis
21. How to calculate a double waiting hand when you have both a straight and a flush?
22. Does the "Overcard Outs" feature, where you draw a high card, have any effect?
23. 【Dirty Outs】What is a fake draw?
24. [Outs Misjudgment] The most common mistakes beginners make
25. [Turn Win Rate] How is the turn draw probability calculated?
26. [River Win Rate] Analysis of the Probability of the Last Card
27. [Quick Estimation] Tutorial on the 2x and 4x Rules
28. [Outs to EV] How does drawing cards translate into decision-making?
29. [Multiple Hands] Outs Changes in Multi-Player Pots
30. [Drawing Hand Strategy] When should you aim for a winning hand?
III. Pot Odds and Odds
31. Complete Analysis of Pot Odds
32. [Call Judgment] How to use Pot Odds to determine the call?
33. [Practical Calculation] How to quickly calculate odds on-site?
34. How to compare Pot Odds vs. win rate?
35. What are implied odds?
36. [Deep Code Impact] How does deep code affect Implied Odds?
37. 【Reverse Odds】Analysis of Reverse Implied Odds
38. [Risks of Chasing Cards] When should you not chase a winning hand?
39. [Value Calculation] How to estimate future returns?
40. How to change Pot Odds in a multi-player pot?
41. [Extreme Case] High odds, but should you call?
42. How does bet size affect odds?
43. [Bluff and Odds] How do your opponent's betting affect your EV?
44. [Common Misconceptions] How do beginners misuse Pot Odds?
45. [Real-world Case Study] Complete Disassembly of Pot Odds
IV. EV (Expected Value) Core
46. [EV Basics] What is Expected Value?
47. [EV Calculation] How to calculate the EV of a decision?
48. [Positive EV] What is the +EV decision?
49. Why does negative EV lead to long-term losses?
50. How is the calculation for calling EV?
51. 【Raise EV】EV Upgrade Analysis
52. [Bluff EV] Bluff Success Rate and EV
53. 【Value EV】Value betting profit calculation
54. How to analyze the All-in EV decision?
55. Analysis of the differences between EV and win rate
56. [EV Error] Why do many people make this calculation mistake?
57. [Long-term EV] How does EV affect long-term profitability?
58. [Decision Comparison] How to choose the optimal option among multiple choices?
59. How can an expert quickly assess an EV model?
60. [EV and Risk] How to choose a vehicle with high EV but high risk?
61. [Practical EV] How to quickly estimate on-site?
62. [EV Retrospective] How to use EV to check for errors?
63. [Frequency EV] How does Bluff frequency affect EV?
64. [EV Betting] Differences between different EV sizes
65. [EV Misconceptions] The Most Common Misconceptions
V. Fold Equity and Attack Logic
66. What is the fold equity?
67. How many % is needed to break even in terms of [Bluff success rate]?
68. How does betting size affect Fold Equity?
69. Semi-Bluff EV Analysis
70. 【River Bluff】Purely bluffing mathematical model
71. [Polarization Strategy] Bluf to Value Ratio
72. [Opponent Type] Differences in Fold Rate Among Different Players
73. [Check-Raise Bluff] Success Rate Analysis
74. 【Triple Barrel】Three Guns Bluff EV
75. Why does excessive bluffing lead to losses?
76. Under Bluff: The problem of not bluffing enough
77. How to exploit a weak opponent?
78. [Bluff Frequency] GTO vs Exploit Differences
79. [EV Balance] Value vs. Bluff Ratio
80. [Psychology × Mathematics] How does Bluff combine psychological warfare?
VI. ICM and Championship Calculations
81. [ICM Basics] What is ICM?
82. [ICM vs EV] Differences between the two
83. [Bubble Strategy] Bubble Period Calculation
84. [ICM Pressure] Why can't you go all-in indiscriminately?
85. [Short Code EV] Short Stack Decision
86. How to use the Push/Fold table?
87. Final Table (EV)
88. [Value of Chips] Chips are not of equal value.
89. [ICM Misconceptions] Most Common Mistakes
90. 【Call vs Fold】ICM Decision Analysis
91. How to change the way you bluff? [ICM Bluff]
92. 【獎金結構】影響決策
93. 【Risk Premium】風險溢價概念
94. 【ICM實戰】案例拆解
95. 【All-in選擇】ICM下如何判斷
96. 【壓力利用】如何壓迫對手
97. 【中碼策略】最難的位置
98. 【ICM復盤】如何檢查決策
99. 【EV轉換】ICM下EV變化
100. 【錦標賽數學總結】
What will you learn?
Through this classification, you will be able to:
→ Quickly estimate win rate
→ Determine whether a call should be made
→ Understanding EV and Risk
→ Make mathematically correct decisions
When you stop guessing, your decisions become more stable.
Key conclusions
Poker isn't about who has the best luck, it's about who calculates correctly.
Once you master computational logic, you've grasped the foundation for long-term profitability.
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