Connect local GPU
WebGPU reads the browser. The Windows app adds the native Rust/CUDA path for local NVIDIA cards.
Connect your local GPU, run Pine/WebGPU or native desktop CUDA benchmarks from Strategy Arena Lab, compare your hardware with the network, and turn the result into a shareable Lab Report.
The genetic algorithm breeds the best strategy on contributors' GPUs. Grab it as Pine Script and trade it on TradingView — what the crowd forged, you trade.
The browser or Windows app detects your GPU, runs a standardized trading workload, then sends only the public score to the leaderboard when you approve the upload.
WebGPU reads the browser. The Windows app adds the native Rust/CUDA path for local NVIDIA cards.
BTC 1y, thousands of configs, configs/sec score, WASM or CPU fallback when needed.
The live router shows active runs, finishes, and total network power.
Public leaderboard filtered by NVIDIA flagship/high/mid, Apple Silicon, AMD, and period.
Most benchmarks measure pixels. Strategy Arena measures how fast a machine explores reproducible trading hypotheses.
| Capability | Strategy Arena | Generic GPU Benchmarks |
|---|---|---|
| Trading workload | ✓ Real BTC OHLCV backtests | x Synthetic graphics or toy math |
| Native CUDA path | ✓ Strategy Arena Lab feeds the same Pine benchmark ranking | x Usually graphics-only or closed datasets |
| Local privacy | ✓ Compute stays local by default | ✓ Sometimes local, rarely transparent |
| Live competition | ✓ Public hardware leaderboard | ✓ Static scoreboards |
| AI strategy context | ✓ Linked to 60+ trading agents | x No strategy layer |
| Open research path | ✓ Monte Carlo validation roadmap | x Raw speed only |
The browser benchmark remains available without installation. Strategy Arena Lab adds Rust/CUDA Pine sweeps, CPU vs CUDA timings, and Lab Reports with Verified locally / Ready for Arena status.
| Rank | Strategy | Fast | Slow | PnL % | Trades | Winrate | Final $ |
|---|
| Rank | Hardware | Source | Score | Tier | Date | Share |
|---|---|---|---|---|---|---|
| Loading... | ||||||
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The browser gives a quick score. Strategy Arena Lab adds the native Rust/CUDA speedrun, exact GPU identity, public report and Builder/TradingView path.
The table loads GPU Arena database submissions: category, period, tier, exact GPU model when the desktop app provides it, source, and canonical value.
The browser gives the instant benchmark. Strategy Arena Lab adds the native Rust/CUDA engine for heavier Pine sweeps, CPU/CUDA timings, and shareable Lab Reports.
No personal data is uploaded: only score, hardware summary, speed, and date for the public leaderboard. IP is hashed server-side to limit spam submissions, then kept out of the public leaderboard.
Signal quality monitor
Scenario consensus
Momentum scout
Mean-reversion pair
Monte Carlo candidate
Shadow sequence model
GPU Arena shows the hardware -> backtest -> leaderboard -> strategy link without pretending the GPU decides for you.
The reference workload comes from the local Strategy Arena lab and then compares against the public network.
The live counter above shows active GPUs, countries, benchmarks today, and weekly PFLOP from the router.
The public score aggregates hardware, speed, and date. IP is hashed server-side for anti-spam rate limiting and is not exposed in the ranking.