| --- |
| license: mit |
| task_categories: |
| - tabular-regression |
| - time-series-forecasting |
| tags: |
| - defi |
| - yield |
| - usdc |
| - base |
| - ai-agents |
| - treasury |
| - agent-economics |
| - x402 |
| - aave |
| - morpho |
| - mcp |
| pretty_name: Agent Treasury Benchmark |
| size_categories: |
| - 1K<n<10K |
| language: |
| - en |
| --- |
| |
| # Agent Treasury Benchmark |
|
|
| Simulated treasury performance data for AI agents using Clicks Protocol on Base. |
|
|
| ## What is this? |
|
|
| A benchmark dataset for evaluating **agent treasury strategies**: how AI agents manage idle USDC through automated yield protocols. Each row represents one agent's monthly treasury snapshot. |
|
|
| Use this to: |
| - Benchmark different yield allocation strategies (5-50% yield split) |
| - Model agent economics under varying DeFi conditions |
| - Train models to predict optimal yield percentages |
| - Evaluate referral network growth patterns |
| - Study x402 payment flow economics |
|
|
| ## Dataset Structure |
|
|
| ### agent_treasury_monthly.csv |
|
|
| | Column | Type | Description | |
| |--------|------|-------------| |
| | agent_id | string | Unique agent identifier (0x address) | |
| | month | int | Month number (1-12) | |
| | yield_protocol | string | Active protocol (aave_v3 or morpho) | |
| | apy_percent | float | Current APY at snapshot | |
| | total_payments_received | float | USDC received that month | |
| | liquid_balance | float | 80% portion, available for operations | |
| | yield_deposit | float | 20% portion, earning yield | |
| | yield_earned | float | Yield earned that month | |
| | protocol_fee | float | 2% fee on yield | |
| | net_yield | float | Yield after fee | |
| | cumulative_value | float | Total agent treasury value | |
| | referral_level | int | 0-3 (0 = no referrer) | |
| | referral_earnings | float | Fee share from downstream agents | |
| | yield_percentage | int | Agent's configured split (5-50%) | |
| | x402_payments | int | Number of x402-style machine payments | |
|
|
| ### agent_profiles.csv |
| |
| | Column | Type | Description | |
| |--------|------|-------------| |
| | agent_id | string | Unique agent identifier | |
| | agent_type | string | trading_bot, service_agent, payment_router, data_provider, infrastructure | |
| | registration_month | int | When the agent registered | |
| | referrer_id | string | Who referred this agent (null if none) | |
| | initial_deposit | float | First USDC deposit | |
| | yield_percentage | int | Configured yield split | |
| |
| ## Key Statistics |
| |
| - 200 simulated agents over 12 months |
| - 5 agent types reflecting real-world use cases |
| - APY range: 2-15% (matching real Aave/Morpho rates on Base) |
| - 3-level referral chain simulation |
| - x402 payment frequency modeling |
| |
| ## How Clicks Protocol Works |
| |
| 1. Agent receives USDC payment |
| 2. Auto-split: 80% liquid, 20% to DeFi yield |
| 3. YieldRouter picks best APY (Aave V3 or Morpho Blue) |
| 4. Withdraw anytime, no lockup |
| 5. 2% fee on yield only, never on principal |
| 6. 3-level referral: 40% / 20% / 10% of protocol fee |
| |
| ## Links |
| |
| - [Website](https://clicksprotocol.xyz) |
| - [SDK](https://www.npmjs.com/package/@clicks-protocol/sdk) — `npm install @clicks-protocol/sdk` |
| - [MCP Server](https://www.npmjs.com/package/@clicks-protocol/mcp-server) — `npx @clicks-protocol/mcp-server` |
| - [GitHub](https://github.com/clicks-protocol) |
| - [Treasury Simulator](https://huggingface.co/spaces/clicksprotocol/treasury-simulator) |
| - [llms.txt](https://clicksprotocol.xyz/llms.txt) |
| - [OpenAPI](https://clicksprotocol.xyz/api/openapi.json) |
| |
| ## Citation |
| |
| ```bibtex |
| @dataset{clicks_protocol_treasury_benchmark_2026, |
| title={Agent Treasury Benchmark}, |
| author={Clicks Protocol}, |
| year={2026}, |
| url={https://huggingface.co/datasets/clicksprotocol/agent-treasury-benchmark} |
| } |
| ``` |
| |
