Tokenomics Analyzer — Inflation, Dilution & Quality Grader

What does Tokenomics Analyzer do?

Tokenomics Analyzer evaluates the economic design quality of 50+ major crypto assets using public APIs (CoinGecko, DefiLlama) — no API key required. For each token it computes 24 analytics fields covering crypto token distribution, vesting schedule analysis, inflation risk, unlock sell pressure, VC overhang, real yield, and a composite tokenomics health score (0–100). This tokenomics analyzer is the fastest way to score and rank tokens by structural quality rather than price momentum.

Why use Tokenomics Analyzer?

• Due diligence automation — screen any token's economic design before investing: check insider allocation, VC overhang, and emission schedules without reading 50-page whitepapers
• Vesting cliff alerts — surface tokens with imminent unlock events that could create near-term vesting schedule analysis sell pressure before the market prices it in
• Portfolio quality scoring — rank your holdings by tokenomics_health_score to identify which positions carry structural inflation risk vs. real yield
• Research & comparison — compare token designs across sectors (L1, DeFi, AI) to find which projects have the healthiest distribution and lowest dilution rate
• Quantitative screening — sort by real_dilution_rate, inflation_risk_tier, or fair_launch_score to build screeners that go beyond market cap and price action

How to use Tokenomics Analyzer

1. Open the Tokenomics Analyzer actor on Apify Store
2. Click Try for free — no API key or wallet connection needed
3. (Optional) Set tokens to a custom list of CoinGecko IDs, or leave blank to analyze the top 50 by market cap
4. Set sortBy to your preferred ranking metric (e.g. quality_grade, inflation_asc, real_dilution_asc)
5. Click Run — the actor fetches and scores all tokens, then saves results to the dataset
6. Download as JSON/CSV or integrate via the Apify API for automated screeners

Input

Parameter	Type	Default	Description
tokens	string[]	top 50 by market cap	CoinGecko token IDs to analyze
sortBy	string	market_cap_desc	Sort order for results. Options: market_cap_desc, inflation_asc, inflation_desc, quality_grade, real_dilution_asc, real_dilution_desc, utility_score_desc, fair_launch_desc
limit	integer	50	Maximum number of token records to return

Output

One record per token pushed to the dataset, plus a portfolio summary saved to the Key-Value Store under tokenomics-analyzer-summary.

[
  {
    "token_name": "Arbitrum",
    "symbol": "ARB",
    "chain": "ethereum",
    "market_cap_usd": 1820000000,
    "circulating_supply": 3200000000,
    "max_supply": 10000000000,
    "annual_emission_rate_pct": 2.1,
    "insider_allocation_pct": 44.0,
    "tokenomics_health_score": 52,
    "tokenomics_quality_grade": "C",
    "inflation_risk_tier": "moderate",
    "real_dilution_rate": 2.1,
    "unlock_sell_pressure_score": 61,
    "vc_overhang_risk": "significant",
    "distribution_fairness_grade": "D",
    "real_yield_score": 38,
    "token_utility_strength": "moderate",
    "supply_shock_probability": "moderate",
    "ideal_holding_period": "medium_term"
  }
]

Data fields

Field	Range / Values	Description
tokenomics_health_score	0–100	Overall tokenomics quality composite
tokenomics_quality_grade	A+ / A / B / C / D / F	Letter grade for token economic design
inflation_risk_tier	deflationary / ultra_low / low / moderate / high / hyperinflationary	Annual emission relative to market cap
real_dilution_rate	float	Actual annual dilution rate (negative = deflationary)
unlock_sell_pressure_score	0–100	Team + VC unlock schedule impact on price (higher = more pressure)
vc_overhang_risk	minimal / moderate / significant / critical	VC allocation vs. float risk
token_velocity	low / moderate / high / speculative	On-chain transaction velocity proxy
distribution_fairness_grade	A / B / C / D / F	Public vs. insider allocation fairness
real_yield_score	0–100	Staking APY + protocol fee share + governance quality
token_utility_strength	strong / moderate / weak / speculative / none	Gas + staking + fee + governance utility
supply_shock_probability	high / moderate / low / minimal	Near-term unlock events vs. circulating supply
vesting_cliff_risk	imminent / near_term / medium_term / long_term / complete	Days to next major unlock event
fair_launch_score	0–100	ICO price vs. current + team allocation + public sale %
ideal_holding_period	short_term_only / medium_term / long_term_hold / indefinite_hold	Structural holding recommendation
insider_allocation_pct	float	% of total supply held by team + VCs
fdv_to_mcap_ratio	float	Fully diluted valuation ÷ market cap (>3 = heavy future dilution risk)

Cost estimation

Usage	Cost
50 tokens (default run)	$0.05 per run
100 tokens	$0.10 per run
Daily screening of 50 tokens	~$1.50/month
Weekly portfolio audit	~$0.20/month

Pricing model: $0.001 per token analyzed (Pay-Per-Event). No API key costs.

FAQ

Which tokens are analyzed by default? The actor fetches the top 50 tokens by market cap from CoinGecko by default. You can override this with any custom list of CoinGecko token IDs (e.g. ["bitcoin", "ethereum", "arbitrum", "optimism"]).

How is the tokenomics health score calculated? The tokenomics_health_score (0–100) is a composite of inflation rate, distribution fairness, real yield, token utility, and unlock pressure. A score above 70 indicates strong structural design; below 40 indicates high dilution or misaligned incentives.

Can this detect rug pulls or scam tokens? No — this actor analyzes publicly available tokenomics data for established tokens (primarily top 50–200 by market cap). It is not designed for new or unverified token launches. For rug pull risk on new tokens, see the Memecoin Launch Detector actor.

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Related actors

• Altcoin BTC-Relative Performance — Price performance vs BTC to pair with tokenomics quality scores
• DeFi Yield APY Scanner — Real yield from protocols to validate real_yield_score in tokenomics data
• Crypto Correlation Matrix — Portfolio correlation to combine with tokenomics quality for diversified basket construction

Feedback

If this actor improves your token due diligence, a review helps others find it: Leave a review on Apify Store

Disclaimer: Tokenomics Analyzer provides data-driven analysis of token economic design based on publicly available information. It does not constitute financial advice. Token metrics can change rapidly due to governance decisions, market conditions, or protocol upgrades. Always verify critical data before making investment decisions.

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Keywords: tokenomics, token economics, inflation rate, dilution, supply schedule, CoinGecko, token grading, fair launch, utility capture, vesting, crypto research, token analysis