Poker Training Sites Comparison: Run It Once, Upswing Poker, GTO Wizard

Definition and Background

With the development of online poker, poker training sites have become important resources for players to improve their skills. Among the many platforms, [Run It Once] (RIO), Upswing Poker (Upswing), and GTO Wizard (GTOW) are three highly representative choices.

• Run It Once: Founded by professional player Phil Galfond, known for high-quality video courses and community forums. RIO offers systematic content from beginner to advanced, emphasizing the combination of theory and practice.
• Upswing Poker: Co-founded by Doug Polk and Ryan Fee, focusing on modern poker strategy, especially preflop range construction and exploitative play. Its "Core Strategy" course is a top choice for many intermediate and advanced players.
• GTO Wizard: An interactive training tool focused on GTO (Game Theory Optimal) strategy. It provides tree analysis, range comparison, and tug-of-war training to help players understand the boundaries between balance and exploitation.

Principles and Features

Run It Once

RIO's core is "learning from mistakes." Its video courses are typically recorded by well-known players such as Phil Galfond and Ben Sulsky, covering preflop ranges, postflop decisions, pot odds calculations, etc. The platform uses a "Poker Lab" model, allowing users to replay hands and see expert advice.

Advantages: Strong community atmosphere; users can submit hands for discussion; content is updated frequently to keep up with meta changes; suitable for players who like systematic learning and have a sufficient budget (annual fee ~$100).

Limitations: Videos are long and information density is relatively low; advanced content leans heavily toward No-Limit Hold'em, with limited coverage of other forms (e.g., Short Deck).

Upswing Poker

Upswing is known for its "layered strategy." Its "Core Strategy" includes default play baselines that players can adjust from. Doug Polk's style is direct and practical, emphasizing exploiting opponents' mistakes.

Advantages: Clear preflop range charts that can be applied directly in games; offers strategy packages for tournaments and cash games; moderate price (annual fee ~$50), high value for money.

Limitations: Some content relies too much on the authors' personal views, and GTO balance is less rigorous than GTO Wizard; may lack depth for advanced players.

GTO Wizard

Unlike the above platforms, GTO Wizard is not a video course but a software tool. Users input parameters such as hand, community cards, and stack depth to generate GTO solutions. Its core features include:

• Range Viewer: Displays strategies for each action preflop and postflop.
• Tug-of-War Mode: Simulates playing against AI to practice adjustments.
• Hand Analysis: Compares own decisions against the GTO baseline.

Advantages: Accurate data, customizable scenarios; supports PLO, Short Deck, and other games; suitable for players who need quantitative practice.

Limitations: No systematic teaching, making it hard for beginners to get started directly; subscription-based (~$15-50/month), high long-term cost.

Practical Example

Suppose you are the preflop raiser in a $1/$2 six-max game holding AKo and open raise. The big blind calls. The flop comes J-T-3 rainbow. You c-bet, and the opponent raises.

• If you only have Upswing basic strategy, you might follow the default "c-bet on dry boards and fold to a raise." But if the opponent frequently bluffs, you need to adjust.
• In a Run It Once video, the coach might first explain the standard GTO play: AKo on J-T-3 should mix check and bet, and against a raise, mostly call because you have many outs.
• GTO Wizard directly shows: at standard stack depths, facing a raise, AKo's calling frequency is about 70% and folding about 30%, depending on the opponent's range. You can also simulate different opponent fold rates and observe EV changes.

Learning Path: First use Upswing to build a baseline, then use RIO to understand the principles, and finally use GTO Wizard to fine-tune.

Common Misconceptions

Misconception 1: Believing GTO is Omnipotent

Many players become obsessed with GTO Wizard's precise solutions, thinking that memorizing all scenarios guarantees winning. In reality, opponents are not perfectly balanced; exploitative strategies are often more effective. GTO provides a "mistake-free baseline," while exploitation is a tool to capitalize on opponents' errors.

Misconception 2: Ignoring Fundamentals

Buying GTO Wizard without understanding odds, ranges, and combinatorics is like having a calculator but not knowing basic arithmetic. Among the three platforms, RIO and Upswing are better for building a foundation.

Misconception 3: Learning Without Practicing

Watching videos or using simulators without testing in real games leads to slow progress. It is recommended to set weekly study time and record hand histories for review.

Summary and Selection Advice

• Limited budget and just starting: Prioritize Upswing + free resources (e.g., poker schools).
• Have basics and want to go deeper: RIO annual subscription + GTO Wizard monthly (for specific hand analysis).
• Professional or semi-professional: Get all three, combined with live play and review.

Finally, remember: No platform can replace hard work and self-reflection. Choose the combination that best suits your style and keep learning consistently.