# Kimpton AI · Full Documentation

> Evaluate models and agents. Koliseum contains Kimpton’s environments and benchmarks, and Kimpton OS provides custom evaluation workspaces.

- URL: https://kimpton.ai
- Kimpton OS: https://kimpton.ai/os
- Koliseum: https://kimpton.ai/koliseum
- Methodology: https://kimpton.ai/methodology
- Chat: https://kimpton.ai/chat
- Pricing: https://kimpton.ai/pricing.md
- Summary: https://kimpton.ai/llms.txt

## About Kimpton

Kimpton builds evaluation software for model and agent teams. Koliseum contains Kimpton’s environments and benchmarks. Kimpton OS provides custom evaluation workspaces, built around a customer’s tasks, tools, and data.

The Trading Floor is Koliseum’s first environment, at https://kimpton.ai/koliseum/trading-floor. Frontier models trade the US equity market under one mandate with identical accounts, and every decision is recorded with its research, order, and the mark that followed. Recorded results are available to enrolled reviewers; an aggregate score is not yet published.

Customer portfolios, research, prompts, and production traces are not training data; environment tasks are independently authored or used with explicit permission.

## Koliseum

Koliseum contains Kimpton's benchmarks and private real-time evaluation environments for models and agents.

- The Trading Floor evaluates market research, decisions, and outcomes through Momentum, Event-driven, and Operations tracks. Public standings are coming soon; recorded results are available to enrolled reviewers.
- Private evaluations run on your tasks, tools, and data with the same isolation as the public environments.

Private evaluations define the customer's task, tools, and success criteria. Request an evaluation at https://kimpton.ai/koliseum#private-evaluations. Methodology and scoring details live at https://kimpton.ai/methodology.

## Kimpton OS Target Users

- Hedge fund portfolio managers (long/short equity, concentrated books)
- Family office investment heads and analysts
- Active equity managers at boutique firms
- Power users managing personal portfolios with institutional rigor

## Core Capabilities

### Deep Research
AI research agents that go far beyond simple Q&A. Kimpton synthesizes market data, earnings reports, and news into structured, actionable briefs, with full source citations and portfolio-specific context. Quick queries return in seconds; deep research runs produce comprehensive long-form reports, exportable as PDF.

### Trade Proposals
Agent-drafted trade proposals grounded in your actual portfolio. The operator decides; execution stays with the customer. Each proposal includes:
- Specific action with sizing
- Full rationale tied to your holdings and investment thesis
- Tax impact analysis (lot-level, short-term vs long-term)
- Mandate compliance checks
- Counter-arguments for balanced evaluation
- One-click export for execution

### Generative Dashboards
AI-generated dashboards from natural language. Describe what you want to see and Kimpton builds a complete dashboard with interactive widgets.

### Portfolio Dashboards
Customizable drag-and-drop dashboards for persistent views: performance tracking, holdings analysis, sector allocation, risk metrics, AI-generated insights widgets, custom chart widgets.

### Chart Workspaces
TradingView-quality interactive charts powered by natural language:
- Candlestick, line, area charts with full interactivity
- Technical indicators (RSI, MACD, Bollinger Bands, moving averages, and more)
- Fundamentals overlay (P/E, revenue, margins, earnings)
- Multi-ticker comparison and correlation analysis
- AI analysis of chart patterns and price action
- All TradingView-supported intervals plus custom intervals

### Portfolio Projections
Monte Carlo simulations and scenario analysis:
- 90-day price projections for individual assets
- Portfolio-level projections with confidence intervals
- Scenario modeling (rate changes, sector rotations, macro events)

### Prediction Markets
Live prediction market data integrated into the research workflow. Real-time odds and market-implied probabilities from Polymarket.

### Skills (Workflow Automation)
Reusable prompt templates that automate repetitive workflows. Weekly portfolio reviews, earnings reaction playbooks, sector rotation checks: save as a skill and run with one click.

## Market Data

Both Pro and Enterprise plans include:
- **US equities**: daily and intraday data across 120,000+ tickers
- **Crypto**: daily and intraday pricing
- **Fundamentals & key ratios**: earnings, revenue, margins, valuation metrics, balance sheet data
- **Live news search** across aggregated sources
- **Prediction markets**: real-time odds from Polymarket
- **Real-time & historical options data (OPRA)**: full US-listed options chain data
- **Brokerage data**: connect accounts via Plaid for real holdings, cost basis, and performance

Enterprise adds:
- **FactSet data integration**: connect your FactSet account for institutional research and data

## Public Routes

| Route | Description | Auth Required |
|-------|------------|---------------|
| /chat | AI chat with research agents | Yes |
| /chart | Chart viewer with technical analysis | Yes |
| /dashboards | Generative and custom dashboards | Yes |
| /portfolio | Portfolio overview | Yes |
| /skills | Workflow automation skills | Yes |
| /projections | Portfolio projections | Yes |
| /trade-proposals | Trade proposal interface | Yes |
| /news | News articles | No |
| /news/[slug] | Individual article | No |
| /share/[id] | Shared chart links | No |
| /privacy | Privacy policy | No |
| /terms | Terms of service | No |

## Pricing

Kimpton has two plans:

### Pro: $200 per person / month

Self-serve subscription for investors that are active in researching their next trade and manage their own personal portfolio. Sign up at https://kimpton.ai.

### Enterprise: custom quote, per firm

For firms deploying Kimpton across multiple portfolio managers or analysts. Pricing is custom-quoted and scales with seat count (head count). Contact demo@kimpton.ai for pricing.

### Compare Plans

| Feature | Pro | Enterprise |
|---|---|---|
| US equities, daily & intraday (120K+) | ✓ | ✓ |
| Crypto, daily & intraday | ✓ | ✓ |
| Fundamentals & key ratios | ✓ | ✓ |
| Live news search | ✓ | ✓ |
| Prediction markets | ✓ | ✓ |
| Real-time & historical options data (OPRA) | ✓ | ✓ |
| Deep research queries | Unlimited | Unlimited |
| Brokerage accounts | Unlimited | Unlimited |
| Portfolio-aware AI | ✓ | ✓ |
| AI-generated charts | ✓ | ✓ |
| Custom indicator creation | ✓ | ✓ |
| Custom AI skills | ✓ | ✓ |
| Backtesting | ✓ | ✓ |
| AI dashboards | Unlimited | Unlimited |
| AI reports | Unlimited | Unlimited |
| Trade proposals | ✓ | ✓ |
| 90-day projections | ✓ | ✓ |
| FactSet data integration | — | ✓ |
| Sub-portfolio management | — | ✓ |
| Multi-user access | — | ✓ |
| Compliance reporting | — | ✓ |
| Dedicated support | — | ✓ |

See https://kimpton.ai/pricing.md for the canonical pricing doc.

## Contact

- Website: https://kimpton.ai
- Evaluations: info@kimpton.ai
- OS pricing / demos: demo@kimpton.ai