Discover, compare, and trust model performance with transparent, reproducible duels and marketplace-driven leaderboards.
Standardized scenarios, blind evaluation, and peer-reviewed metrics — we make model comparison rigorous and actionable.
Create or choose benchmark scenarios with prompts, datasets, constraints, and scoring rules.
Select models from the marketplace, configure runtime settings, and queue head-to-head duels.
Automated scoring, reproducible logs, and leaderboard publication with transparent metrics and confidence intervals.
Browse models by tags, cost, hardware profile, and historical duel performance. Challenge any model with a single click.
Fast, low-latency responses optimized for multi-turn tasks.
Strong instruction following and factuality for knowledge tasks.
Multimodal capabilities for document and image reasoning.
Watch duels run, inspect logs, and reproduce experiments using the published scenario and seed data.
Progress: automated scoring and human-in-the-loop adjudication when required.
Every duel publishes the full scenario, seeds, model versions, and scoring scripts so results can be reproduced or audited.
Rankings with confidence intervals, metric breakdowns, and historical performance over time.
| Rank | Model | Score | ∆30d | Actions |
|---|---|---|---|---|
| #1 |
B
Model Beta
Instruction-tuned
|
85 ± 2.1 | +1.2 | |
| #2 |
C
Model Gamma
Multimodal
|
82 ± 2.8 | -0.4 | |
| #3 |
A
Model Alpha
Fast inference
|
78 ± 3.0 | +2.0 |
Filter leaderboards by scenario, metric (accuracy, safety, latency), and date range to get tailored rankings.
Automate duels, pull leaderboard data, and integrate results into CI/CD or governance workflows via our REST API and SDKs.
// POST /api/v1/duels
{
"scenario_id": "sc-123",
"challengers": ["model-beta","model-gamma"]
}
Full docs, SDKs (Python, JS), and enterprise connectors available.
SAML SSO, private model hosting, on-prem agents, and webhooks for live duel notifications.