โ—ฑ iteration lp1 ยท compose the frontier ยท SFDS v1 landing-page working copy โ† all versions
the intelligence market, made legible

The frontier isn't a model.
It's a fusion.

The open ecosystem for fusing many models into measurably smarter AI systems โ€” proven on a live, verified, reproducible leaderboard. More intelligence per dollar than any single model.

See the leaderboard โ†’ Star the repo โš  0 days since last SOTA
XX.X vs YY.Y
On [benchmark], an open fusion beat the best single model โ€” and anyone can re-run it in one line. Reproducibility is what makes it evidence, not advocacy.
Reproduce it โ†’
what we stand for

Compose. Prove. See.

Three pillars โ€” proof over claims, composition over monoliths, and an open, legible intelligence market.

01 ยท proof over claims

Every result is reproducible

Verified, rerunnable in one line. No number goes public before validation โ€” and the hero of every story is the community winning, never us.

02 ยท composition over monoliths

Fusion is the path to the frontier

Ask many models, combine their answers well, and you beat the best of them โ€” moving the score-per-dollar frontier itself. It's how open models collectively reach frontier capability.

03 ยท an open, legible market

Measure what intelligence really costs

Score, cost, latency, and the open-vs-closed share of capability โ€” made visible. The instrument that ends market blindness for researchers, buyers, and the public.

how it works

One loop. One line.

Every fusion is a url4 โ€” the open, lowercase protocol. A leaderboard row, a tweet, and a Colab cell are the same string. Paste it anywhere; anyone can run it.

1
Compose
2
Run
3
Verify
4
Share
5
Remix
url4://run/majority-vote ?models=claude-opus,gemini-pro,ollama/llama3 &benchmark=gpqa-diamond &context=syft://the-atlantic/archive # stays where the data lives &cache=shared
the surfaces

Three doors, one system.

the community

Join the Fusion Monsters.

The gamified hunt for the next SOTA. Rolling applications; selected hunters get subsidized compute, so cost is never the reason anyone stops. Your win becomes the next Monster's starting point.

One model is a demo. Five is a monster. Your SOTA is my starting point. Steal this fusion. No moat. Just monsters.
who it's for

An observatory anyone can read.

Here's what you couldn't see โ€” and here's how to see it. The intelligence market, made legible.

Researchers & SOTA hunters
The fastest, cheapest path to publishable fusion research โ€” the arena where a verified SOTA carries your name.
Developers
Find and independently verify a smarter engine than any single model โ€” one line to import.
Open-source & local-AI
Proof that open models, composed, reach the frontier โ€” with tools you run entirely yourself.
Everyday AI users
The consumer advocate of the intelligence market โ€” see what your tokens actually buy.
Policymakers & funders
The independent observatory: what intelligence costs, how much of the frontier is open, who's winning.
Partners & validators
A rigorous colleague worth vouching for โ€” invited to externally verify the board.