September 14, 2025 - We present Trading-R1, a financially-aware model that incorporates strategic thinking and planning for comprehensive thesis composition, facts-grounded analysis, and volatility-adjusted decision making.

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September 16, 2025 - The Trading-R1 Terminal is a LLM–driven financial trading system that systematically integrates structured, evidence-based reasoning and volatility-adjusted decision-making to support risk-sensitive, interpretable, and disciplined trading ...

R1 actively trades in rubber futures in all future exchanges such as SGX, TOCOM, NMCE, etc.

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R1 is the first resistance level. It usually falls above the pivot point and below R2 but there are circumstances (see below) when the pivot point can be above R1. R1 is calculated as part of the Pivot Points calculations that traders use to determine where the market might reverse direction.

TauricResearch/Trading-R1’s past year of commit activity

September 18, 2025 - Trading-R1 bridges natural language financial analysis and risk-adjusted trading decisions using structured reasoning and reinforcement learning.

We cast trade recommendations as ... and used as rewards to align model outputs with realistic trading objectives. • Trading-R1: A financial reasoning LLM for trading....

May 21, 2026 - Pivot Points are mathematically-calculated price levels that can be used to determine directional movement, support, and resistance. 'S’ stands for ‘Support’ (support levels 1, 2, and 3), and ‘R’ s...

TRADING-R1 introduces a novel framework for financial trading that leverages Large Language Model (LLM) reasoning, optimized through a multi-stage curriculum of supervised fine-tuning (SFT) and reinforcement learning (RL). The paper addresses the challenge of creating AI systems that can produce ...

Trade-R1 aligns reasoning with trading principles through supervised fine-tuning and reinforcement learning with a three-stage easy-to-hard curriculum, and demonstrates improved risk-adjusted returns and lower drawdowns compared to both open-source ...

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BIG success for LLMs in financial trading & decision making. New Stanford + Univ California study proves a 4B financial-domain model, Trading-R1, writes clear analyst theses and turns them into profitable trades.

January 8, 2026 - To address this, we propose Trade-R1, a model training framework that bridges verifiable rewards to stochastic environments via process-level reasoning verification. Our key innovation is a verification method that transforms the problem of ...

Terminal coming soon ... Contribute to TauricResearch/Trading-R1 development by creating an account on GitHub.

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October 28, 2025 - This is typically a high reward-to-risk trade. The risk is well-defined due to the recent high (or low for a buy). ... The pivot points in the above examples are calculated using weekly data. The above example shows that from August 16 to 17, R1 held as solid resistance (first circle) at 1.2854 and the RSI divergence suggested that the upside was limited.

April 1, 2026 - S1, S2 and S3 are the 3 Support levels R1, R2 and R3 are the 3 Resistance levels with H being the highest price the day before, B being the lowest price the day before and C being the closing price.

Chart Analysis A deep dive into the different methods investors and traders can use to analyze financial charts.