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SMAOffsetV2 Strategy: The Simple and Straightforward Trend Follower

Nickname: The Trend Puppy
Job: Only flies kites when the wind is strong
Timeframe: 5-minute + 1-hour for trend watching

1. What is This Strategy?​

Simply put, SMAOffsetV2 is a strategy that:

  • Only buys when the trend is upward
  • Waits for a 4% price discount before entering
  • Runs when the trend changes or profit target is reached

Like flying a kite — you only go out to fly when the wind is strong (uptrend), and you wait for the kite to be 4% cheaper before buying. When the wind direction changes or the kite has flown enough, immediately reel in and go home 🪁

2. Core Configuration: Basically "Watch the Wind Before Acting"​

Take-Profit Rules (ROI Table)​

Immediate: Run at 100% profit

Translation: ROI set to 100%, basically saying "I won't rely on ROI for profit-taking, all on sell signals and stop loss". Simple and straightforward!

Stop Loss Rules​

Fixed stop loss: -20% (throw in the towel at 20% loss)
Dynamic stop loss: Held 40 minutes + lost 10% → tighten stop loss to -1%

Translation:

  • If you just bought and it's losing, don't panic yet, give the strategy 40 minutes to "self-rescue"
  • After 40 minutes if still losing more than 10%, forget it, stop loss and run
  • If you stubbornly hold to -20% loss, the system forces you to cut

3. One Buy Condition: Simplicity is Beauty​

This strategy has only one buy condition, not fancy like some other strategies.

🎯 Buy Condition: Trend Up + Price Discount​

Core Logic: 1-hour trend up + price 4% below moving average

Plain English:

"The big trend is rising, now price has pulled back 4%, great opportunity to grab a bargain!"

Specific Conditions:

go_long > 0           # 1-hour EMA fast line > slow line (trend up)
close < sma_30_offset  # Price below SMA(20) × 0.96 (4% discount)
volume > 0            # There's trading

Classic Line:

"Wind is strong, kite happens to be on sale, buy!"

4. Protection Mechanism: Give Opportunity But Don't Be Stubborn​

4.1 Dynamic Stop Loss: Gentle Waiting​

This stop loss mechanism is quite interesting:

if holding_time > 40 minutes AND loss > 10%:
    stop_loss = -1%  # Tighten!
else:
    stop_loss = -99%  # Ignore for now

Plain English:

"Bro, you just bought in, I'll give you 40 minutes to see if you can make it back. If you're still losing 10% after 40 minutes, I'll help you stop loss."

This is a "give opportunity first, retreat if it doesn't work" mechanism, quite human.

4.2 Trend Filter: Ignore Downtrends​

Only buys when 1-hour EMA golden cross (fast line above slow line).

Plain English:

"Wind blows east, I run east; wind blows west, I run west. Wind stopped? I go home and sleep, not running around."

5. Sell Logic: Two Signals, Satisfy One and Run​

5.1 Sell Signals​

Signal #1: Trend reversal (EMA death cross)
Signal #2: Price rises 1.2% above moving average

Plain English:

SignalConditionHuman Translation
#1 Trend reversal1-hour EMA fast line < slow line"Wind direction changed, reel in quick!"
#2 Price breakoutPrice > SMA(20) × 1.012"Kite flew enough, made enough, retreat!"

5.2 Only Sell When Profitable​

sell_profit_only = True  # Only use sell signal when profitable

Plain English:

"If you're losing, ignore the sell signal. Wait until you're profitable."

This design is to avoid being stopped by sell signals during floating losses, giving the strategy more recovery opportunity.

6. This Strategy's "Personality Traits"​

✅ Pros (Praise Section)​

  1. Simple and straightforward: Just one buy condition, two sell conditions, crystal clear
  2. Trend protection: Only buys in uptrend, avoids counter-trend bottom-fishing
  3. Dynamic stop loss: Gives opportunity to recover, retreats if it doesn't work, quite human
  4. Small codebase: Suitable for learning Freqtrade strategy development

⚠️ Cons (Roast Section)​

  1. Hardcoded parameters: 4% offset, 20/25 EMA are all hardcoded, can't optimize
  2. Offset too large: 4% discount is a bit harsh, might miss some opportunities
  3. No trailing stop: After price goes up, if it comes back down, might "ride the rollercoaster"
  4. Struggles in ranging markets: EMA frequently crosses, trend judgment fails

7. Applicable Scenarios: When to Use It?​

Market EnvironmentRecommendationReason
📈 Slow bull rise✅ Use it!Trend upward, plenty of pullback buying opportunities
🔄 Sideways oscillation❌ Don't useEMA frequently crosses, signals distorted
📉 One-sided decline⚠️ Stay outTrend filter will block buying, that's good
⚡ Severe volatility⚠️ Use cautiously4% offset may be penetrated

8. Summary: How's This Strategy Really?​

One-Sentence Review​

"A simple and clean trend-following strategy, suitable for learning and understanding Freqtrade strategy framework."

Who Should Use It?​

  • ✅ Beginners wanting to learn Freqtrade strategy development
  • ✅ People who like simple logic
  • ✅ People who only trade in uptrends
  • ✅ People who can accept 40 minutes of "self-rescue time"

Who Shouldn't Use It?​

  • ❌ People wanting complex strategies
  • ❌ People wanting to profit in ranging markets
  • ❌ People hoping for optimizable parameters
  • ❌ People wanting trailing take-profit

My Suggestions​

  1. Use for learning: Simple code, great for entry
  2. Modify and upgrade: Add HyperOpt parameters, trailing stop, etc.
  3. Backtest to verify: Check historical performance first
  4. Small capital live trading: Confirm effectiveness before increasing investment

9. What Market Can This Strategy Make Money In?​

9.1 Core Logic: Follow the Trend​

SMAOffsetV2's money-making philosophy:

"Where the wind blows, I run. No wind? I go home and sleep."

  • Trend filter: Use 1-hour EMA to judge wind direction
  • Price offset: Wait for price discount before buying
  • Dual exit: Leave when wind direction changes, also leave when profit is made

9.2 Performance in Different Markets (Plain English Version)​

Market TypePerformance RatingPlain English Explanation
📈 Slow bull trend⭐⭐⭐⭐⭐Wind is strong, plenty of pullback opportunities, perfect fit
📉 One-sided crash⭐⭐⭐⭐☆Trend filter blocks buying, stay out safely!
🔄 Sideways oscillation⭐⭐☆☆☆EMA keeps crossing, says up today and down tomorrow, dizzy
⚡️ Severe volatility⭐⭐⭐☆☆4% offset may be instantly penetrated

One-Sentence Summary: Trend is its best friend, oscillation is its enemy, in decline it just lies flat.

10. Want to Run This Strategy? Check These Configurations First​

10.1 Trading Pair Configuration​

Config ItemRecommended ValueComment
Timeframe5-minuteDefault is fine, don't mess with it
Informative timeframe1-hourUsed to judge trend direction
Trading pairMajor coinsClear trends, don't play sketchy coins

10.2 Key Parameters (Hardcoded, Can't Change)​

# SMA offset parameters
sma_offset = 0.96         # Buy: 4% below moving average
sma_offset_pos = 1.012    # Sell: 1.2% above moving average
base_nb_candles = 20      # SMA period

# EMA parameters
ema_fast = 20             # Fast line
ema_slow = 25             # Slow line

Roast: These parameters are all hardcoded in the code, you need to modify the code yourself if you want to optimize 🤣

10.3 Hardware Requirements (Almost None)​

This strategy is so simple, almost no hardware requirements:

Number of Trading PairsMinimum MemoryRecommended MemoryExperience
1-10 pairs2GB4GBMore than enough
10-30 pairs4GB8GBVery relaxed
30+ pairs8GB16GBRun whatever

Warning: Strategy is simple, but if you run too many trading pairs you still need memory 😅

10.4 Backtesting vs Live Trading​

Backtesting may be mediocre, because:

  • Parameters are fixed, never optimized
  • Large offset, may miss some opportunities

Live trading may be okay, because:

  • Simple logic, hard to have bugs
  • Trend filter can avoid many losing trades

Recommended Process:

  1. Backtest to see what markets it performs well in
  2. Paper trade for a while
  3. If you want, you can modify the code to add parameter optimization
  4. Small capital live verification

11. Bonus: The Strategy Author's "Little Secrets"​

Looking carefully at the code, you'll find some interesting things:

  1. EMA uses 20/25 instead of traditional 12/26:

    "The author used an uncommon combination. 20/25 is closer together, reacts faster, but also more easily fooled by false signals."

  2. Dynamic stop loss's 40 minutes + 10% design:

    "This design is quite human: give the strategy 40 minutes to self-rescue, if it doesn't work then retreat. Not stopping immediately on loss, but not holding stubbornly either."

  3. **go_long uses 2 instead of 1:

    "Actually *1 and *2 have the same effect, the author might have wanted to distinguish other signals later. A bit redundant in the code, but doesn't affect functionality."

  4. Thanks to tirail:

    "The code comments thank tirail for sharing the original SMAOffset, showing this is an improved version standing on the shoulders of giants."

12. The Very Last​

One-Sentence Review​

"A clean and sharp trend strategy, suitable for entry learning, also suitable for modification and upgrade."

Who Should Use It?​

  • ✅ People wanting to learn Freqtrade strategy development
  • ✅ People who like simple logic
  • ✅ People who only trade in uptrends
  • ✅ People willing to modify code themselves

Who Shouldn't Use It?​

  • ❌ People wanting "out of the box" complex strategies
  • ❌ People wanting to profit in ranging markets
  • ❌ People not wanting to modify code to optimize parameters
  • ❌ People expecting perfect performance

Suggestions for Manual Traders​

If you want to manually use this strategy's logic:

  1. Draw 1-hour EMA(20) and EMA(25)
  2. Wait for fast line above slow line (uptrend)
  3. Wait for price to pull back 4% below 20 SMA
  4. Buy, set 20% stop loss
  5. If still losing 10% after 40 minutes, stop loss and leave
  6. If EMA death cross or price rises 1.2% above SMA, sell

13. ⚠️ Risk Re-emphasis (Must Read!)​

Simple Doesn't Mean Profitable​

SMAOffsetV2 has simple logic, but that doesn't mean it definitely makes money:

Simple strategy doesn't mean easy profits, the market never plays by logic.

Simply put: The simpler the strategy, the easier it is to "be figured out". If everyone knows this logic, who's paying whom?

Hidden Risks of Simple Strategies​

In live trading, you may encounter:

  • Missing opportunities: 4% offset is too large, many opportunities missed
  • Ranging losses: Trend judgment fails, frequent stop losses
  • Parameter aging: Hardcoded parameters may not suit current market
  • Chasing rises selling falls: May sell at low prices when trend reverses

My Advice (Straight Talk)​

1. Treat it as learning material, understand Freqtrade strategy framework
2. Backtest to see performance, understand what markets it works in
3. If you want to use it, consider modifying: add parameter optimization, trailing stop, etc.
4. Don't expect too much, simple strategies have simple limitations

Remember: No matter how simple the strategy is, the market won't give advance notice when teaching you a lesson. Light position testing, survival is most important! 🙏