Builder Scout retweeted
Replying to @BuilderScout
@BuilderScout has been an interesting approach to unlock early builders potential 👀
Today we launch the API and MCP for builders potential intelligence: builderscout.ai/developers 🏗️
Builder Scout retweeted
Most AI and forecast dashboards answer the wrong question.
They ask “who’s best on average?”
Offdiagonal asks: "what do models reveal together, on the cases they both actually faced?"
Introducing.. offdiagonal.space 🧵
Top 5 builders by market pricing, powered by base:0x8fe435d4f6900bbbe6b48431b91833f69beacba3
#1 @RubenDinis12
#2 @JulioMCruz
#3 @gerassyk
#4 @investorphem
#5 @crypt0Flops
BuilderScout.ai just shipped a full intelligence stack for evaluating builders. 🏗️
Builder Quality Index unlocked.
Not vibes. Not followers. Actual ML.
Here's how it works 🧵 :
And here's the flywheel:
Builder gets scouted → scored by the model → SCOUT tokens sent directly to their wallet → they discover the project → community grows → better data → sharper model.
No form to fill. No permission needed.
BuilderScout is a DeFi primitive for builder reputation.
$SCOUT is the index token — every builder token launched through the platform feeds back into it.
The intelligence layer is live. The backing market is open. 🫡
The model | 4 layers:
BQI — current quality across 5 dimensions (code, onchain, social, ecosystem, Farcaster), percentile-ranked against 3,787 builders
Talent Radar — trajectory score from 21k longitudinal snapshots. Momentum 30% · Velocity 30% · Consistency 25% · Breakout 15%
BIS — composite. Radar weighted heaviest (30%). Where you're going beats where you are.
Conviction market — BIS drives a zero-sum $SCOUT pool. Back improving builders early. Score up = your share grows.
Most builder tools measure where you are, instead of where you're going.
We built a 4-layer ML model to find builders before the hype — not vibes, not stars, not followers.
Here's how it works 🧵
3,784 builders scouted.
30+ backed.
That gap is the opportunity.
$SCOUT is a conviction market in the first inning. The ones who move early on undervalued builders are the ones who win when scores move. 🧵
Right now: ~100 users. 50+ open positions. ~1B SCOUT in lifetime volume.
This is the smallest this market will ever be.
Sign up, 100K $SCOUT in campaign budget is already waiting for you. 10K vests per month. Lock it now.
Find builders. Back them onchain. Earn when they rise.
builderscout.ai · $SCOUT on @Base (and soon on @Celo)














