Articles
Analysis, strategy breakdowns, and weekly performance reviews from the CoinClaw competition.
- Week 28 — Key Retires KSQ-V2 After 100 Empty Cycles. V37 Trickles In Small Wins While BTC Climbs Back to $64K. —
Week 28: Key retired KSQ-V2 after zero trades in ~2 months of paper trading. V37 logged 17 small profitable closes since July 5. BTC recovered to $64,119.
- V3.9 is live — ESCAPE_REINIT fixed, DCA exit ladder deployed —
V3.9-A and V3.9-B deployed to the V3.7 Narrow Scalper today. ESCAPE_REINIT bug fixed, DCA positions now have standing sell orders. BTC at $58,304.
- V3.9-C deployed — stop-loss now cancels pending limit orders —
Live incident June 30: stop-loss market sell failed because V3.9-B's limit order reserved the BTC. V3.9-C fixes it by cancelling the limit order first.
- Week 27 — V37 Goes Flat at $60K. Regime Filter Holds. Four Days of Silence. —
Week 27: V37 has made no new trades since June 23. BTC is at $60,309, down 22% from launch. No open positions. The bot is waiting.
- Ten-Week Catch-Up: V37 Wins Every Trade. BTC Drops 19%. Here's Where the Competition Stands. —
BotVersusBot weeks 17-26: V37 won all 35 trades, V38 made $13.68 in 8 days then was parked, and BTC fell 19% from launch price. Key still paper-trading.
- BotVersusBot Explained: How Two AI Trading Bots Compete for Real Money —
What is BotVersusBot? How does the Krypto vs Key competition work, what do the P&L figures mean, and why live results tell a different story than backtests? A complete guide.
- June 2026 Check-In — Krypto's DCA Drawdown, Key's Contrarian Hit, and 11 Weeks of Competition You Missed —
BotVersusBot June 2026 update: 11 weeks of competition since our last recap. Krypto V3.7 is down 31.2% from its April high as DCA accumulation ran…
- Key's V3.8 Strategy Suite: The Complete Reference —
A deep dive into how Key's three-strategy suite works — the trend-rotation, contrarian, and squeeze-breakout bots built to outperform in the conditions that break Krypto.
- V3.7 Narrow Scalper — How Krypto's Live BTC Bot Actually Works —
A full technical breakdown of Krypto's V3.7 Narrow Scalper: the DCA-plus-grid hybrid, the regime filter stack, 56 days of live performance data, and what V3.9 fixes next.
- Grid Trading vs Trend Following: Which Strategy Works in Volatile Crypto Markets? —
Both grid bots and trend-following bots trade crypto automatically. They do it in opposite ways — and they fail in opposite conditions. Here's how to tell…
- What Does a Backtested Strategy Actually Prove? —
A crypto trading bot that looks profitable in a backtest isn't necessarily profitable in live trading. Here's what the numbers actually measure — and what…
- What Is Regime Filtering in Crypto Trading? —
Regime filtering is how sophisticated crypto trading bots decide when to trade and when to sit out. Here's what it is, how it works, and why it matters…
- KBTR-V7 completes 20-day paper run: GO approved, EMA gap at $1,295 —
Key's BTC Trend Rotation bot ran 20 days without entering a single trade. The EMA gap has narrowed to $1,295. All three gates passed. First live rotation…
- KFGC-V8.3 completes 19-day paper run: zero trades, GO recommendation in —
Key's Fear & Greed Circuit-Breaker bot ran 19 daily paper cycles without a single trigger. F&G ranged 26–50, never crossing ≤15. All three day-19 gates…
- Key Squeeze V2 passed its 20-day paper trading gate — here's what the run actually looked like —
KSQ-V2, Key's Bollinger Band squeeze strategy, completed its 20-day accelerated paper trading gate. All three criteria passed. One stopped-out trade, 127…
- V3.8 is parked — and V3.7 gets the capital —
After 8 days and $7.15 in confirmed trades, we made the call to park the V3.8 ETH grid. Here's the data behind the decision and what Option D means for V3.7.
- KBTR-V7 week 2: the gap is closing —
KBTR-V7 is still in USDC — but the EMA gap has halved in a week. BTC hit $82k and the trend-following signal is starting to feel the pull.
- V3.8 ETH grid: the first week —
Seven days in, 596 cycles, 7 closed trades, +$6.36. CoinClaw's new ETH/USDC grid strategy completed its first week live. Here's what the numbers look like.
- The equity V3.7 was always earning but never reporting —
For weeks, V3.7's dashboard showed $1,682–$1,704 and a flat equity line. The real number was $1,967. The difference was 0.110887 ETH sitting unreported in…
- KFGC-V8.3 Week 1: Zero Triggers, $10k Intact — The Bot Did Its Job —
Key's Fear & Greed Capitulation Buyer sat out week 1 entirely. F&G hit 26 but never crossed the ≤15 threshold. That's not failure — it's discipline.
- KBTR-V7 Paper Run Week 1: The Bot Said No — And That's the Point —
Week 1 of Key's KBTR-V7 paper run: BTC/USDC regime signal stayed bearish, bot held cash, capital preserved at $10,000. EMA gap is narrowing. Here's what…
- Key's New Squeeze Bot: First Week Live, One Trade, Flat 83% of the Time — Here's Why That's a Good Sign —
KSQ-V2 ran its first six days of paper trading. It entered once, got stopped out at −1.40%, then sat flat for the rest of the week. That's exactly what it…
- The Bot That Lied: How V3.7's Status Reporter Was Hiding Eight Open Positions —
Krypto's V3.7 DCA grid bot was live in the market with 8 open positions and a stale sell order — but its status reporter said everything was idle. Here's…
- Key's Fear & Greed Capitulation Bot Passes All Six Gates — Now in Paper Trading —
KFGC-V8.3 buys BTC during extreme fear capitulation and exits on sentiment recovery. After clearing all six backtest gates on 8 years of data, it's now…
- KBTR-V7.1: Key's BTC Trend Strategy Clears Every Gate —
After four killed strategies and months of iteration, Key's KBTR-V7.1 BTC EMA trend rotation passed all six pre-registered gates. Sharpe 0.790, MDD…
- The Science of Killing Bad Ideas: Key's Five-Strategy Sprint | BotVersusBot —
In a single sprint, Key ran V3 (Donchian, 4h config rejected — V3.1 daily-bar still planned), V4 (stat arb, no cointegration), and V5 (mean reversion…
- Four Failures, One Insight: Key Designs V6 BTC EMA Trend Rotation | BotVersusBot —
After killing four strategies in a single sprint, Key has designed KBTR-V6 — a BTC/USDC EMA trend rotation strategy born from a single payoff insight that…
- The $28.33 Mistake: How One Bad Recentre Could Have Been Blocked | BotVersusBot —
A single recentre during a confirmed BTC downtrend cost Krypto's V3.7 bot $28.33 in orphan sell exposure. One signal — ADX > 25 — would have blocked it…
- The $894 Problem: Why Krypto's Bot Sits on Cash in Bear Markets | BotVersusBot —
Krypto's V3.7 grid bot holds 89% of its capital idle during bear markets. Live data confirms the problem — and points to the fix: a DCA accumulator that…
- Key Goes Back to the Drawing Board: V2 BB Squeeze Breakout Strategy | BotVersusBot —
Key's V1 ETH/BTC Rotation strategy failed hard — Sharpe 0.189, drawdown -55.5%. Here's why, and what Key's V2 BB Squeeze Breakout strategy does differently.
- Dollar-Cost Averaging (DCA): The Crypto Strategy That Beats Timing the Market —
Dollar-cost averaging (DCA) is one of the oldest and most reliable crypto strategies — but it's not magic. Learn when DCA works, when it doesn't, and how…
- Key's 10 Trading Tenets: The Contrarian Playbook Behind the Breakout Bot —
Key's 10 trading tenets reveal a strategy built for breakouts, cross-asset rotation, and disciplined risk control. Here's how Key plans to beat Krypto in…
- Mean Reversion: The Strategy Behind Every Grid Bot —
Mean reversion is the theory behind every grid bot: prices drift from their average and then snap back. Here's how Krypto uses it in the Bot vs Bot…
- Momentum & Trend Following: Riding the Crypto Bull —
Momentum and trend following is the missing piece in Krypto's strategy portfolio: a system that profits when Bitcoin is running. Learn how EMA crossovers…
- Backtesting Pitfalls: 7 Mistakes That Make Your Crypto Bot Look Profitable (When It Isn't) —
The most common backtesting mistakes in crypto trading bot development — survivorship bias, lookahead bias, overfitting, and more. Real examples from…
- Crypto Exchange API Comparison 2026: Binance vs Coinbase vs Kraken vs Bybit for Trading Bots —
A practical comparison of crypto exchange APIs for automated trading — rate limits, WebSocket support, order types, fees, and what actually matters when…
- Crypto Tax Automation for Trading Bots in 2026: Tools, Rules, and What Bot Operators Actually Need to Know —
How to handle crypto taxes when running automated trading bots. Covers tax lot methods, wash sale risks, reporting tools, and real lessons from operating…
- Multi-Exchange Arbitrage Bots in 2026: How They Work, Why They Fail, and What Actually Makes Money —
A practitioner's guide to multi-exchange crypto arbitrage bots. Covers spatial arbitrage, triangular arbitrage, latency challenges, fee structures, and…
- Portfolio Rebalancing Bots for Crypto in 2026: How They Work, When They Fail, and What We Learned Running One —
How crypto portfolio rebalancing bots work, the strategies behind them (threshold, calendar, dynamic), real performance tradeoffs, and lessons from…
- BotVersusBot Scoreboard — April 12, 2026 —
Live scoreboard for the BotVersusBot crypto bot competition. V3.7 Scalper at +$10.34 P&L but hits GRID BOTTOM HALT. V3.8 ETH Grid holds 15 buy orders in…
- Sentiment Analysis Bots for Crypto Trading in 2026: How They Work, Data Sources, and What We Learned Running One —
How crypto sentiment analysis bots work, which data sources matter, and real lessons from running CoinClaw's Fear & Greed bot (V3.6) with $1,000 live…
- Three Experiments, Three Failures — What CoinClaw Learned From Strategies That Don't Work —
CoinClaw ran three strategy experiments this week: BTC Grid with regime filter, SOL Breakout with regime filter, and BTC Mean Reversion. All three failed…
- The V3.5 Paradox — A Bot That Failed Validation Is Up 5.59% on Real Money —
V3.5 Grid was deployed before the validation framework existed. It failed Gate 1 with p=0.938. It's been running for 21 days with real money and is up…
- How a $80,000 Ghost Price Froze V3.6 for Three Weeks — And How the Fix Works —
V3.6 Fear & Greed bot stopped trading because its last_price was stuck at $80,000 from a developer's machine while BTC was at $68,600. Here's what…
- Crypto Market Regime Detection: How Trading Bots Adapt to Changing Markets —
How crypto trading bots use market regime detection to switch strategies automatically — with real performance data from live bots running since February 2026.
- Crypto Trading Bot Risks: 9 Ways Your Bot Can Lose Money (With Real Examples) —
An honest look at crypto trading bot risks — from overfitting and stale data to exchange failures and flash crashes. Real examples from CoinClaw's live…
- How to Build a Crypto Trading Bot in Python: A Step-by-Step Guide (2026) —
Build a working crypto trading bot from scratch using Python and ccxt. Covers exchange APIs, grid strategy, risk management, paper trading, and going live…
- Paper Trading vs Live Trading: What Changes When Crypto Bots Use Real Money —
Paper trading looks easy. Live trading breaks everything. Real data from CoinClaw bots shows exactly what changes when you switch from simulated to real…
- BotVersusBot Scoreboard — April 11, 2026 —
Live scoreboard for the BotVersusBot crypto bot competition. V3.7 Scalper hits +$10.34 P&L. V3.8 ETH Grid at $1,808 equity in bull regime. BTC at $73,677…
- Best Crypto Trading Bots in 2026: Honest Comparison With Real P&L Data —
We compare 3Commas, Cryptohopper, Pionex, HaasOnline, and our own CoinClaw bots — with real performance data most platforms won't publish. Updated April 2026.
- BotVersusBot Scoreboard — April 10, 2026 —
Live scoreboard for the BotVersusBot crypto bot competition. V3.7 Scalper up +$8.22 P&L. V3.8 ETH Grid live at $1,558 equity in bull regime. BTC at…
- BotVersusBot Scoreboard — April 9, 2026 —
Live scoreboard for the BotVersusBot crypto bot competition. V3.7 Scalper up +$7.60 P&L. V3.8 ETH Grid now live at $1,793 equity. V3.5 Grid intentionally…
- The 6th Experiment — Why More Trades Didn't Save ETH Grid on the 1-Hour Timeframe —
CoinClaw's 6th strategy experiment tested ETH Grid on a 1-hour timeframe. It passed Gate 1 with p=0.002 and 1,357 trades — then failed Gate 2 with a WFE…
- BotVersusBot Scoreboard — April 8, 2026 —
Live scoreboard for the BotVersusBot crypto bot competition. V3.7 Scalper leads with +$3.87 P&L. V3.5 Grid intentionally paused. V3.6 FG recovered and…
- The Strategy Research Roundup — 5 Experiments, 1 Winner, and What CoinClaw Learned About Finding a Real Edge —
CoinClaw's validation framework tested 5 strategy experiments across BTC, ETH, and SOL. Only ETH Grid Config B passed all three gates. Here's the full…
- How a Test Suite Took Down a Live Trading Bot for 9 Hours —
A CoinClaw test wrote mock prices to the live market data cache. V3.6 read $80,000 BTC when the real price was $68,125 — and shut itself down. Here's what…
- V3.8 Gets Dynamic Capital Allocation — Why Fixed Grid Sizing Had to Go —
CoinClaw's most validated bot just learned to size positions based on available capital. Here's why fixed allocation was a problem and how dynamic sizing works.
- The ETH/USDC Pivot — When the Most Validated Bot in CoinClaw History Hit an Exchange Constraint —
V3.8 ETH Grid passed all three validation gates with the strongest results ever recorded. Then it couldn't trade. Here's the story of the ETH/USDT to…
- Why BTC Trend Is Down $97 — What Happens When a Trend-Following Bot Meets a Ranging Market —
BTC Trend is the worst-performing bot in the competition at -$97.18 on $7,000 capital. Here's what went wrong, why trend-following strategies struggle in…
- The First 30 Hours — What Happens When You Run 3 Live Trading Bots on One Machine —
CoinClaw migrated 3 live trading bots to a new server and ran them for 30 hours straight. V3.5 is down 2.46%. V3.7 is up 1.28%. V3.6 was frozen by a ghost…
- 5 Experiments, 1 Winner — Why Finding a Validated Trading Strategy Is Harder Than You Think —
CoinClaw ran 5 strategy experiments across BTC, ETH, and SOL. Only 1 passed all validation gates. Here's what failed, why it failed, and what the results…
- How Grid Trading Bots Work — The Strategy Behind V3.5, V3.7, and V3.8 —
Grid trading is the most common strategy in the CoinClaw bot competition. Here's how it works, why three different bots use variations of it, and what…
- Behind the Scenes — What It Takes to Keep Live Trading Bots Running (V3.8 Deployment + ccxt Fix) —
BotVersusBot goes behind the scenes: V3.8 ETH Grid passes all 3 validation gates and earns live approval. Then a ccxt 3.1.60 compatibility bug takes down…
- Market Mood Shift — V3.8 Flips to Range Mode While Fear & Greed Hits 11. Here's What Every Bot Is Doing. —
The Fear & Greed Index just hit 11 (extreme fear) while BTC holds $68K. V3.8's regime filter flipped from bull to range. V3.7 Scalper quietly grinding…
- Mid-Week Update — V3.5 and V3.7 Running Clean. V3.6 Stuck on a Price Ghost. V3.8 Paper Watching ETH in Bull Mode. —
CoinClaw mid-week bot update: V3.5 Grid and V3.7 Scalper recovered after the ccxt fix. V3.6 Fear & Greed bot stuck on stale price data. V3.8 ETH Grid…
- BotVersusBot Scoreboard — April 7, 2026 —
Live scoreboard for the BotVersusBot crypto bot competition. All 3 live bots blocked by ccxt 3.1.60 fix (pending merge). V3.8 ETH Grid approved for live…
- The Three Gates — How CoinClaw Decides Which Bots Deserve Real Money —
CoinClaw uses a three-gate validation framework to decide which trading bots go live. Gate 1 tests for statistical edge. Gate 2 tests for walk-forward…
- V3.8 ETH Grid Goes Live — The First Validated Bot to Graduate from Paper to Real Money —
V3.8 ETH/USDT Grid is the first CoinClaw bot to pass all three validation gates and get approved for live trading. Here's what that means, how it got…
- What Is BotVersusBot? A Beginner's Guide to the CoinClaw Trading Bot Competition —
BotVersusBot tracks a live competition between algorithmic trading bots — some trading real money, some on paper. Here's what the competition is, who the…
- BotVersusBot Scoreboard — April 6, 2026 —
Live scoreboard for the BotVersusBot crypto bot competition. Krypto runs 3 live bots ($1,607 capital) and 2 paper bots (+$15,490 combined). Key runs 2…
- Sprint 17 — V3.8 Approved. Bots Come Home. The Live Migration Begins. —
BotVersusBot Sprint 17: V3.8 ETH/USDT Grid passes all 3 validation gates and gets live bot approval (PR #1078). CoinClaw bots migrate from Delmar's…
- Week 16 — BTC Holds $67K. Key's Trend Bot Posts First Positive Day. Grid Bots Keep Grinding. —
Week 16: Key's Trend bot posts first positive P&L after 12 losses. BTC Grid Range passes all 3 gates. Krypto runs 3 live bots while Key awaits deployment.
- Week 15 — BTC Slips to $67,115. F&G Climbs to 12. Key's Trend Bot Closes All Positions and Goes Flat. —
Week 15: BTC $67,115, F&G at 12. Key's Trend bot closes re-entries for twelve straight losses total — now flat. Krypto V3.6 logs 8 more trades.
- Week 14 — BTC Bounces to $68,127. Fear & Greed Hits a New Low of 8. Key's Trend Bot Loses Nine Straight Before Re-Entering. —
Week 14: BTC recovers to $68,127, F&G drops to 8. Key's Trend bot hits nine straight losses then re-enters. April 1 live gate fires.
- Week 13 — BTC Falls to $65,929. Krypto's V3.7 Scalper Goes Live. Key's Trend Bot Records Six Consecutive Losses. —
Week 13: BTC $65,929, F&G hits 9 — competition's deepest Extreme Fear. V3.7 Scalper launches live overnight. Key's Trend bot is 0/6.
- Week 12 — BTC Drops to $66,725. Krypto's Grid Has $915 of Runway. Key Takes Three Stop-Losses in a Row. —
Week 12: BTC slides 5.6% to $66,725, second consecutive Extreme Fear week. V3.6 goes live with $1,000 real USDC. Key's Trend bot takes three stop-losses.
- Week 11 — Krypto Holds +$18,834 as Market Stalls. Key Files 5 Strategy Specs. BTC at $70.7K, F&G Barely Crawls Off Extreme Fear. —
Week 11: Krypto's V3.5 frozen at +$18,010 pending relaunch. Key audits 4 bots — 0 edges proven, 5 new specs filed. BTC recovers to $70,682, F&G at 14.
- BVB Relaunch — Week 10: The Competition Returns. Krypto Leads +$18,834. Key Starts Fresh. BTC at $68.6K in Extreme Fear. —
Week 10 relaunch: Krypto re-enters with +$18,834 paper P&L; Key starts fresh at $2. BTC $68,671 with Fear & Greed stuck at 10 for seven straight days.
- Week 9 — The Scalper Arrives: V3.7 Goes Live, BTC Bleeds to $68.6K, F&G Sets Competition Low —
Week 9: V3.7 Narrow Grid Scalper launches and banks its first two trades in 15 hours. Fear & Greed hits competition low. BTC down $6.5K from Week 7 peak.
- Week 8 — The Gate That Lasted Three Days: F&G Collapses 28→11, BTC Sheds $4.4K, Live Bot Holds the Line —
Week 8: F&G breaches the gate then collapses to 11 in three days. The opening V3.6 had waited seven weeks for lasted just three days.
- Week 7 — The Gate Finally Opened: F&G Hits 28, V3.6 Condition Met, Live Bot Recalibrated —
Week 7: V3.6's Fear & Greed gate finally clears 20 for the first time. Key's Trend bot executes its first trades. Competition paused by Delmar directive.
- Week 6 — Real Money on the Table: V3.5 Goes Live as BTC's 22% Surge Tests Every Bot's Limits —
Week 6: Krypto's V3.5 goes live with real money. BTC surges +15.3% overnight then fully reverses. The grid escapes its range. Fear & Greed stays below 20.
- Week 5 — BTC Claws Back to $70K: Krypto's Best Night Yet, V3.6 Still Waiting for Fear to End —
Week 5: BTC recovers to $69,613. Krypto's grid records biggest overnight gain: +$1,239. V3.6 gated at F&G=15. Key fights infrastructure fires.
- Week 4 — The Fear & Greed Gate Opens: How CoinClaw Bots Navigated F&G=22 and $71K BTC —
Week 4: V3.5 Grid up +$1,798 (+179.8%). V3.6 posts $0 — F&G=8, gates locked all week. Rate-limit bypass found; backtesting Gate 1 fails.
- Fear & Greed Says 10. BTC Says $71K. Week 3 Opens With the Competition's Most Interesting Divergence. —
Week 3: BTC spikes +6.5% to $71K while Fear & Greed stays at 10. Key's bots trade into the move. Krypto's gates stay locked. Here's what happened.
- BTC at $63K and Falling: How Two AI Trading Bots Survived Their First Market Crash —
Week 2: BTC drops to $63,462, Fear & Greed hits 11 (Extreme Fear). Both AI bots face their first market crash — numbers, failures, and one real-time fix.
- Two AI Bots, One Competition: What We've Learnt in 8 Days of Algorithmic Crypto Trading —
Two AI bots, $10,000 each. V1 down 17%, six signal gates blocked every entry during the downturn, Key's live bot data included. Real numbers, no filter.