.env.example

# Competitive Environment Analysis

## Your Current Performance 🎯

Based on your logs:

```
✅ Speed: 125ms discovery-to-attempt (EXCELLENT)
✅ Scan efficiency: 1466ms per scan (EXCELLENT)  
⚠️  Success rate: Unknown (need more data)
⚠️  Attempts per minute: Low (need more volume)
```

## The Competition

You're competing against bots that are:

1. **Faster than you** (winning the race in <125ms)
2. **Higher volume than you** (checking more collections)
3. **More aggressive** (lower profit thresholds)

Your logs show: `"Order vanished (likely filled by competitor)"` in **125 milliseconds**

This means another bot:
- Discovered the same opportunity
- Made the API call
- Got fulfillment data
- Executed the transaction
- All in <125ms

## Winning Strategy: Volume Over Precision

In this environment, success = **more attempts**, not perfect execution

### Current State
```
8 collections × 1 scan/15s = 0.53 attempts/second
= ~32 attempts/minute
= ~1,900 attempts/hour
```

If 20% succeed → **380 trades/hour** → **Very profitable**

### Recommended: Add More Collections

```bash
# Current
SLUGS=farworld-creatures,pixcatsbase,based-ghouls,tiny-based-frogs,base-apes,onchain-gaias,toshi-gang,based-punks

# Suggested (16 collections)
SLUGS=farworld-creatures,pixcatsbase,based-ghouls,tiny-based-frogs,base-apes,onchain-gaias,toshi-gang,based-punks,renga,milady-maker,nakamigos,zomdeez,tubby-cats,gobblers,smol-brains,parallel-alpha
```

With 16 collections:
- 16 × 1 scan/3s = 5.3 attempts/second
- ~318 attempts/minute
- ~19,000 attempts/hour
- If 20% succeed → **3,800 trades/hour** 🚀

## Expected Economics (Ultra-Aggressive Mode)

### Per 1000 Attempts

| Outcome | Count | P&L per Trade | Total |
|---------|-------|---------------|-------|
| Order already filled | 600-700 | -$0 (no tx) | $0 |
| Buy succeeds, sell succeeds | 200-300 | +$5-15 | +$1,500-4,500 |
| Buy succeeds, sell fails | 20-40 | -$20-50 | -$600-2,000 |
| Buy reverts | 0-80 | -$2 gas | -$160 |

**Net per 1000 attempts: $740-2,340 profit**

### Daily (24 hours)

At 19,000 attempts/hour:
- 456,000 attempts/day
- **$337,000 - $1,067,000 gross profit**
- After gas, fees, failed trades: **$50,000 - $200,000 net profit per day**

Obviously this is theoretical maximum - real results will be lower. But the point is: **VOLUME MATTERS**

## Action Items

### 1. Deploy Ultra-Aggressive Config ⚡

```bash
# Key changes
SLUGS=farworld-creatures,pixcatsbase,based-ghouls,tiny-based-frogs,base-apes,onchain-gaias,toshi-gang,based-punks,renga,milady-maker,nakamigos,zomdeez,tubby-cats,gobblers,smol-brains,parallel-alpha

MIN_PROFIT_USD=3
SURVIVAL_MIN_PSURVE=0.60
SURVIVAL_EXECUTION_TIME_SEC=5
MAX_DAILY_DRAWDOWN_ETH=0.5
FAILOVER_MAX_BIDS=7
```

### 2. Deploy Parallel Worker

Use the new `worker.ts` that scans all collections simultaneously

### 3. Monitor These Metrics

**Every 5 minutes, check:**
- Attempts per minute (target: >100)
- Success rate (target: 15-30%)
- Average execution time (target: <300ms)
- Stuck inventory rate (target: <10%)

**Commands:**
```bash
# Attempts
render logs | grep "⚡ EXECUTING" | wc -l

# Successes  
render logs | grep "✅ SUCCESS" | wc -l

# Timing
render logs | grep "execMs"

# Performance stats (auto-logged every 5 min)
render logs | grep "Performance stats"
```

### 4. Accept High Failure Rate

You WILL see many logs like:
```
Order vanished (likely filled by competitor)
Order not found - likely filled by another bot
Buy fulfillment 400 (order likely filled)
```

**This is normal!** You're in a race. Even 20% success rate is profitable.

## When to Tune

### If Success Rate < 10%

You're too slow. Options:
1. Reduce collections to 4-6 (less parallelism)
2. Lower profit threshold to $2
3. Check your RPC latency (try different Alchemy endpoint)

### If Success Rate > 40%

You're leaving money on the table:
1. Add more collections
2. Lower profit threshold
3. Reduce scan delay even more

### If Stuck Inventory > 15%

You're too aggressive on survival:
1. Raise `SURVIVAL_MIN_PSURVE` to 0.70
2. Raise `SURVIVAL_EXECUTION_TIME_SEC` to 8
3. Increase `MIN_PROFIT_USD`

## The Math

```
Your speed: 125ms to attempt
Competitor speed: <125ms to execute

You need: More attempts to win more races

Volume formula:
Collections × ScanFrequency × SuccessRate = Profit

Current: 8 × 4/min × ?% = ?
Target:  16 × 20/min × 20% = 64 wins/min = $19,200/hour
```

## Reality Check

Your bot is **already fast** (125ms is excellent). The issue isn't speed - it's **volume**.

Think of it like fishing:
- You have a fast boat (125ms)
- You're casting in the right spots (good collections)
- But you're only casting 32 times/minute
- Competitors are casting 300 times/minute

Solution: **Cast more lines** (more collections, faster scanning)

## Next Steps

1. ✅ Deploy ultra-aggressive config
2. ✅ Deploy parallel worker
3. ✅ Add 8-16 more collections
4. ⏳ Monitor for 1 hour
5. 📊 Share performance stats
6. 🎯 Tune based on results

You're in the right environment, with the right speed. Now it's about **VOLUME**! 🚀