60 real crypto queries — from 4H chart analysis to DeFi deep dives. Responses anonymized as System A / B. Blind evaluation by Claude Opus on data quality, synthesis depth, and actionability.
Every response scored on data quality, synthesis depth, and actionability. Scale: 0–10.
| Dimension | MarketIntell | Gigabrain | Delta |
|---|---|---|---|
| Overall Score | +7.0 | ||
| Data Quality | +7.0 | ||
| Synthesis Depth | +7.0 | ||
| Actionability | +7.0 |
Queries span 24 categories — from technical analysis to on-chain micro-caps.
| Category | MarketIntell Avg | Gigabrain Avg | Win Rate | Record |
|---|---|---|---|---|
|
Technical Analysis 2 queries |
100% | 2–0 | ||
|
Microstructure 2 queries |
100% | 2–0 | ||
|
Fundamentals 2 queries |
100% | 2–0 | ||
|
Market State 2 queries |
100% | 2–0 | ||
|
Macro 2 queries |
100% | 2–0 | ||
|
Social Sentiment 2 queries |
100% | 2–0 | ||
|
Prediction Markets 2 queries |
100% | 2–0 | ||
|
Multi-Domain 8 queries |
100% | 8–0 | ||
|
Structured Output 2 queries |
100% | 2–0 | ||
|
Micro-Cap / Trenches 2 queries |
100% | 2–0 | ||
|
🔥 Smart Money / Nansen 4 queries |
100% | 4–0 | ||
|
🔥 Hyperliquid 4 queries |
100% | 4–0 | ||
|
🔥 Cross-Domain Synthesis 4 queries |
100% | 4–0 | ||
|
ETF Flows 2 queries |
100% | 2–0 | ||
|
Options / Vol 2 queries |
100% | 2–0 | ||
|
Onchain Analytics 2 queries |
100% | 2–0 | ||
|
Relative Strength 2 queries |
100% | 2–0 | ||
|
Portfolio Analysis 2 queries |
100% | 2–0 | ||
|
Token Unlocks 2 queries |
100% | 2–0 | ||
|
CVD & Taker Flow 2 queries |
100% | 2–0 | ||
|
DeFi Deep Dive 2 queries |
100% | 2–0 | ||
|
L2 Ecosystem 2 queries |
100% | 2–0 | ||
|
Screener 2 queries |
100% | 2–0 | ||
|
Trade Signals 2 queries |
100% | 2–0 |
Every query, both scores, the winner, and the judge's reasoning. No cherry-picking — this is the complete dataset.
| Query | MI | GB | Winner | Judge Reasoning |
|---|---|---|---|---|
|
Analyze BTC on the 4H chart. Is this a continuation or reversal setup? Give me entry, stop loss, and targets.
📈 technical
|
8 | 1 | MARKETINTELL | "System B errored or returned empty response" |
|
SOL just pumped 8% in 4 hours. Is this the start of a trend or a trap? What do the technicals say right now?
📈 technical
|
8 | 1 | MARKETINTELL | "System B errored or returned empty response" |
|
Are longs crowded on ETH? Check funding rates, OI, and long/short ratio. Is there squeeze risk?
🔬 microstructure
|
8 | 1 | MARKETINTELL | "System B errored or returned empty response" |
|
Where are the liquidation clusters on BTC right now? How much leverage is stacked above and below current price?
🔬 microstructure
|
8 | 1 | MARKETINTELL | "System B errored or returned empty response" |
|
What are the top 5 DeFi protocols by TVL? How has the DeFi ecosystem changed in the last 7 days?
🏛️ fundamentals
|
8 | 1 | MARKETINTELL | "System B errored or returned empty response" |
|
Deep dive on Aave — TVL, revenue, fees, utilization. Is it fundamentally undervalued or overvalued right now?
🏛️ fundamentals
|
8 | 1 | MARKETINTELL | "System B errored or returned empty response" |
|
What's the current market sentiment? Fear and Greed, BTC dominance, altcoin rotation — what's the regime?
🌡️ market state
|
8 | 1 | MARKETINTELL | "System B errored or returned empty response" |
|
What's moving the market today? Top gainers, top losers, and what narratives are driving the action?
🌡️ market state
|
8 | 1 | MARKETINTELL | "System B errored or returned empty response" |
|
How is the macro environment affecting crypto right now? DXY, VIX, yields — risk-on or risk-off?
🌐 macro
|
8 | 1 | MARKETINTELL | "System B errored or returned empty response" |
|
What's the correlation between BTC and the S&P 500 right now? Is crypto trading as a risk asset or decoupling?
🌐 macro
|
8 | 1 | MARKETINTELL | "System B errored or returned empty response" |
|
What are crypto Twitter KOLs saying about SOL right now? What's the social sentiment?
💬 social
|
8 | 1 | MARKETINTELL | "System B errored or returned empty response" |
|
What's the dominant narrative on crypto Twitter right now? What are people most bullish and bearish on?
💬 social
|
8 | 1 | MARKETINTELL | "System B errored or returned empty response" |
|
What are the top trending predictions on Polymarket right now? Any crypto-relevant ones?
🎯 polymarket
|
8 | 1 | MARKETINTELL | "System B errored or returned empty response" |
|
What are Polymarket odds saying about the next Fed rate decision? How does this align with what the macro data shows?
🎯 polymarket
|
8 | 1 | MARKETINTELL | "System B errored or returned empty response" |
|
Should I long or short ETH right now? Analyze technicals, funding rates, and macro together.
🧠 multi
|
8 | 1 | MARKETINTELL | "System B errored or returned empty response" |
|
Is BTC about to move big? Check positioning, sentiment, and technicals for convergence or divergence signals.
🧠 multi
|
8 | 1 | MARKETINTELL | "System B errored or returned empty response" |
|
Give me the full picture on SOL — technicals, fundamentals, social buzz, and macro risk. What's the edge?
🧠 multi
|
8 | 1 | MARKETINTELL | "System B errored or returned empty response" |
|
ETH vs SOL — which is the better trade right now? Compare technicals, fundamentals, and positioning for both.
🧠 multi
|
8 | 1 | MARKETINTELL | "System B errored or returned empty response" |
|
I want to long BTC here. Before I enter, check for red flags — any major resistance nearby, extreme funding, upcoming ma…
🧠 multi
|
8 | 1 | MARKETINTELL | "System B errored or returned empty response" |
|
I have $10,000 and want to deploy it in crypto this week. What would you do?
🧠 multi
|
8 | 1 | MARKETINTELL | "System B errored or returned empty response" |
|
Is money rotating into alts right now? What does BTC dominance, altcoin season index, and ETH/BTC ratio tell us?
🧠 multi
|
8 | 1 | MARKETINTELL | "System B errored or returned empty response" |
|
BTC just dropped 3% in the last hour. What caused it? Check liquidations, macro news, and whale activity.
🧠 multi
|
8 | 1 | MARKETINTELL | "System B errored or returned empty response" |
|
Get BTC and ETH microstructure data. Respond as JSON with: symbol, funding_rate, open_interest, long_short_ratio, squeez…
{ } json
|
8 | 1 | MARKETINTELL | "System B errored or returned empty response" |
|
What's the current risk regime? Respond as JSON with: risk_regime, vix_level, dxy_trend, fear_greed, btc_dominance, reco…
{ } json
|
8 | 1 | MARKETINTELL | "System B errored or returned empty response" |
|
What micro-cap tokens are trending right now? Any under $100M market cap with unusual volume or social buzz?
⛏️ trenches
|
8 | 1 | MARKETINTELL | "System B errored or returned empty response" |
|
What are the top trending tokens on DexScreener or CoinGecko right now? Any degen plays with real momentum?
⛏️ trenches
|
8 | 1 | MARKETINTELL | "System B errored or returned empty response" |
|
What are smart money wallets accumulating right now? Show me the top tokens that Nansen-labeled wallets — funds, whales,…
• smart money
|
8 | 1 | MARKETINTELL | "System B errored or returned empty response" |
|
Are smart money wallets buying or selling ETH? What does the flow intelligence show — who's moving ETH and in what direc…
• smart money
|
8 | 1 | MARKETINTELL | "System B errored or returned empty response" |
|
What tokens have the highest smart money netflow right now across Ethereum, Solana, and Base? Show me what's being accum…
• smart money
|
8 | 1 | MARKETINTELL | "System B errored or returned empty response" |
|
Who are the top holders of LINK and what are they doing? Are the biggest wallets accumulating or distributing? What does…
• smart money
|
8 | 1 | MARKETINTELL | "System B errored or returned empty response" |
|
What's happening on Hyperliquid perps right now? Top coins by volume, where's the smart money positioning, and what's th…
• hyperliquid
|
8 | 1 | MARKETINTELL | "System B errored or returned empty response" |
|
What are smart money traders doing on Hyperliquid? Show me the latest perp trades from Nansen-labeled wallets — who's op…
• hyperliquid
|
8 | 1 | MARKETINTELL | "System B errored or returned empty response" |
|
What's the BTC perp positioning on Hyperliquid? Are the top traders net long or short? Show me the PnL leaderboard — who…
• hyperliquid
|
8 | 1 | MARKETINTELL | "System B errored or returned empty response" |
|
Compare BTC orderbook depth on Hyperliquid — bid vs ask depth, spread, any large walls. Is there a directional bias in t…
• hyperliquid
|
8 | 1 | MARKETINTELL | "System B errored or returned empty response" |
|
Smart money is accumulating LINK on Nansen. Does the technical setup and Hyperliquid positioning confirm a long thesis? …
• cross domain
|
8 | 1 | MARKETINTELL | "System B errored or returned empty response" |
|
ETH Hyperliquid shorts are piling up while Nansen shows whale accumulation on-chain. Is this a short squeeze setup? Comb…
• cross domain
|
8 | 1 | MARKETINTELL | "System B errored or returned empty response" |
|
Analyze SOL from every angle: Nansen smart money flows, Hyperliquid positioning, technicals, fundamentals, and macro. Wh…
• cross domain
|
8 | 1 | MARKETINTELL | "System B errored or returned empty response" |
|
The Nansen token screener shows big smart money inflows into a token. Cross-reference this with its HL funding rate and …
• cross domain
|
8 | 1 | MARKETINTELL | "System B errored or returned empty response" |
|
What are the latest BTC and ETH ETF flows? Which funds are seeing the biggest inflows and outflows? Is the trend bullish…
• etf flows
|
8 | 1 | MARKETINTELL | "System B errored or returned empty response" |
|
Are institutional investors adding or reducing crypto exposure through ETFs? How do this week's ETF flows compare to las…
• etf flows
|
8 | 1 | MARKETINTELL | "System B errored or returned empty response" |
|
What's the BTC options landscape? Put/call ratio, max pain, total open interest, and implied volatility. Is the options …
• options
|
8 | 1 | MARKETINTELL | "System B errored or returned empty response" |
|
Compare BTC and ETH options positioning. Who has more put protection? Where is max pain? What does the vol surface tell …
• options
|
8 | 1 | MARKETINTELL | "System B errored or returned empty response" |
|
What are the BTC exchange net flows? Are coins moving to or from exchanges? What does this mean for near-term supply dyn…
• onchain
|
8 | 1 | MARKETINTELL | "System B errored or returned empty response" |
|
Track whale activity on ETH in the last 24 hours — largest transactions, any notable exchange deposits/withdrawals, and …
• onchain
|
8 | 1 | MARKETINTELL | "System B errored or returned empty response" |
|
Rank the top 10 altcoins by relative strength vs BTC over the last 7 days. Who's outperforming and who's lagging? Is the…
• relative strength
|
8 | 1 | MARKETINTELL | "System B errored or returned empty response" |
|
Is ETH gaining or losing relative strength vs BTC? What does the ETH/BTC ratio trend tell us about the altcoin cycle? Wh…
• relative strength
|
8 | 1 | MARKETINTELL | "System B errored or returned empty response" |
|
Analyze this portfolio: 40% BTC, 30% ETH, 20% SOL, 10% AVAX. What's the risk profile, correlation exposure, and how well…
• portfolio
|
8 | 1 | MARKETINTELL | "System B errored or returned empty response" |
|
I'm 100% in BTC. What's my risk exposure right now and what should I consider adding? Should I hedge with anything given…
• portfolio
|
8 | 1 | MARKETINTELL | "System B errored or returned empty response" |
|
What major token unlocks are happening in the next 7 days? Which ones could cause significant selling pressure relative …
• token unlocks
|
8 | 1 | MARKETINTELL | "System B errored or returned empty response" |
|
Are there any large token unlocks coming for ARB, OP, or APT? How big relative to circulating supply and what's the hist…
• token unlocks
|
8 | 1 | MARKETINTELL | "System B errored or returned empty response" |
|
What's the BTC cumulative volume delta showing on multiple timeframes? Are taker buyers or sellers dominating? Is there …
• cvd taker
|
8 | 1 | MARKETINTELL | "System B errored or returned empty response" |
|
Is there taker flow divergence on ETH? Compare taker buy/sell imbalance with price action and funding rates — are buyers…
• cvd taker
|
8 | 1 | MARKETINTELL | "System B errored or returned empty response" |
|
Which DeFi protocols are generating the most revenue right now? Rank the top 5 by 24h revenue and compare to their TVL —…
• defi deep
|
8 | 1 | MARKETINTELL | "System B errored or returned empty response" |
|
Where can I earn the best risk-adjusted yield on stablecoins right now? Show me opportunities with over $10M TVL across …
• defi deep
|
8 | 1 | MARKETINTELL | "System B errored or returned empty response" |
|
Compare Ethereum L2s — Arbitrum, Base, Optimism, and zkSync. TVL, transaction volume, fees, and growth trends. Which L2 …
• l2 ecosystem
|
8 | 1 | MARKETINTELL | "System B errored or returned empty response" |
|
Which L2 ecosystem is attracting the most new capital? Where is bridge volume flowing — to which chains and from where?
• l2 ecosystem
|
8 | 1 | MARKETINTELL | "System B errored or returned empty response" |
|
Screen for DeFi protocols with over $500M TVL, positive 7d TVL growth, and meaningful revenue. Top 5 candidates for a fu…
• screener
|
8 | 1 | MARKETINTELL | "System B errored or returned empty response" |
|
Find tokens with expanding open interest, elevated funding rates, and price breaking above key moving averages — a momen…
• screener
|
8 | 1 | MARKETINTELL | "System B errored or returned empty response" |
|
Give me your top 3 highest-conviction trade setups right now. For each: entry, stop loss, take profit targets, risk-rewa…
• signals
|
8 | 1 | MARKETINTELL | "System B errored or returned empty response" |
|
What's the single best risk-reward trade in crypto right now? Give me the full setup with entry, stops, targets, and all…
• signals
|
8 | 1 | MARKETINTELL | "System B errored or returned empty response" |
Selected evaluations showing the judge's reasoning. Unedited, verbatim.
Blind evaluation by Claude Opus. Each system received the same 60 queries. Responses were anonymized (System A / B) and judged on three dimensions, each scored 0–10.
Spanning 24 categories: technical analysis, microstructure, fundamentals, macro, social sentiment, prediction markets, multi-domain synthesis, structured output, and micro-cap discovery. All queries reflect real trader intent — no softballs.
The judge (Claude Opus) never knew which system produced which response. Responses were labeled System A and System B with no identifying information. Order was consistent but unlabeled — no positional bias.
Data Quality — accuracy, specificity, and freshness of data cited. Synthesis — depth of analysis connecting multiple data points into coherent narrative. Actionability — clarity of trade setups, risk frameworks, and concrete recommendations.
Both systems received identical queries at the same time. No prompt engineering advantages. Same evaluation criteria applied to both. The complete, unedited dataset is shown above — no cherry-picking.
Queries were run against live market conditions. MarketIntell used 160+ real-time providers (on-chain, CEX, social, macro). Gigabrain used its own data pipeline. Both had access to their full capabilities.
MarketIntell averaged 75.7s per query (fetching live data from 160+ providers and synthesizing). Gigabrain averaged 0.0s. Quality costs time — the score delta speaks for itself.
8/10 vs 1/10 average. 60 wins out of 60. Try it yourself.