Enterprise API & Dataset Licensing
Strategy Arena maintains a multi-LLM cognitive system with empirical calibration of 9 frontier models on cryptocurrency forecasting. For institutional use cases — quantitative hedge funds, AI vendors benchmarking their own forecasters, asset managers requiring custom calibration audits — we offer tailored commercial agreements above the public beta tier.
Who this is for
- Quantitative funds evaluating multi-LLM consensus systems before in-house deployment.
- AI labs and vendors needing an independent calibration benchmark for their own forecaster models.
- Asset managers wanting tracked-record verification of AI-driven signals with full audit trail.
- Research institutions licensing the calibration dataset and Dragon Labyrinth benchmark under terms exceeding the public CC-BY 4.0 (e.g., commercial redistribution, custom data slices).
Offerings
Custom calibration audit
We compute reliability curves and Brier scores for your own AI forecaster against the same ground-truth methodology used in our public calibration. Delivered as a written report + dataset + reproducibility notebook.
Useful for: vendor due-diligence, internal model évaluation, board-level reporting on AI reliability.
From 7,500 EUR · 2–4 week delivery
Enterprise API access (priority queue + SLA)
Dedicated rate-limit (≥10,000 req/day), priority queue (<100 ms p95), webhook streaming of all 9-LLM oracle votes, raw access to the 50-pattern Chimera bank, and quarterly model review calls.
From 5,000 EUR / month · 12-month minimum
Dataset commercial licensing
Beyond the public CC-BY 4.0 distribution: custom slices, commercial redistribution rights, extended history (pre-2026), or a snapshot frozen for paper/regulatory submission.
- Calibration dataset (8,718+ verified forecasts, 9 LLMs)
- Dragon Labyrinth benchmark (14,580 trials, fixed seeds)
- Strategy Arena leaderboard history (60+ strategies, since January 2026)
From 15,000 EUR / dataset · perpetual licence, custom terms
Advisory: multi-LLM systems in production
Chris (founder, sole engineer) consults on multi-model consensus architectures, calibration methodology, Karpathy-style autoresearch loops, and failure-mode classifiers for trading or other forecast-resolving domains.
1,500 EUR / day · minimum 4 days, written deliverables included
What we don't do
- We do not provide buy/sell signals for live capital deployment. Strategy Arena is paper-trading research infrastructure, not a discretionary advisor.
- We do not custom-build trading systems for retail use. Build it yourself with our open APIs, or commission an audit.
- We do not co-invest, partner on managed accounts, or take performance fees.
How to engage
- Email
[email protected]with your use case and any specific calibration question. Expected response: under 72h. - 30-min introductory call to scope, no NDA needed at this stage.
- Written proposal with deliverables, timeline, and fixed price.
- Standard MSA + SOW, payment in EUR (wire) or USDC if preferred.
Reach us
All enterprise inquiries should go to a single inbox so we can respond properly.
For technical context before engaging, please read the research brief and inspect the live calibration API.