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What is Shibarium and How does it Work?

Know everything about Shibarium and its overall impact on the SHIB ecosystem in this descriptive guide.
Token Metrics Team
10 Minutes
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In the world of cryptocurrency, new innovations and technologies continue to emerge, captivating both investors and enthusiasts alike. One such development that has recently gained significant attention is Shibarium.

Shibarium, the highly anticipated Layer-2 blockchain solution for the Shiba Inu ecosystem, has caught the attention of the crypto community. As a scalable, secure, and low-cost platform, Shibarium aims to revolutionize the way Shiba Inu and its associated tokens operate. 

In this comprehensive guide, we will delve into the details of what Shibarium is, how it works, its development history, and the potential impact on the Shiba Inu ecosystem.

What is Shibarium?

Shibarium is a Layer-2 blockchain solution built on top of the Ethereum network, designed to address the scalability issues that have plagued the growth of the Shiba Inu ecosystem since its inception.

High gas fees and slow transaction speeds on the Ethereum network have hindered the adoption and usability of Shiba Inu's decentralized applications (dApps) like ShibaSwap, limiting its potential to attract and retain new users.

By launching its own network, Shibarium aims to overcome these challenges, enabling the Shiba Inu community to expand its ecosystem while enjoying the security of the underlying Ethereum network.

With faster transaction speeds and lower fees, Shibarium has the potential to transform Shiba Inu from a meme coin into a robust, versatile platform with a wide range of use cases.

The Shiba Inu Ecosystem

Before diving into the details of Shibarium, it's important to understand the Shiba Inu ecosystem and the various tokens that comprise it. The Shiba Inu ecosystem consists of several tokens, including SHIB (the original token), LEASH, BONE, and the yet-to-be-released TREAT. Each token serves a unique purpose within the ecosystem:

  • SHIB: The original Shiba Inu token, often referred to as the "Dogecoin Killer," forms the foundation of the Shiba Inu ecosystem.
  • LEASH: Designed as a limited supply token, LEASH serves as a rewards token and provides holders with early access to SHIB land sales.
  • BONE: A governance token, BONE plays a crucial role in the Shibarium network, acting as the native gas token and providing staking rewards.
  • TREAT: An upcoming rewards token, TREAT will be distributed to BONE stakers and validators once they reach specific milestones.

These tokens, along with the various dApps and platforms built around them, form the backbone of the Shiba Inu ecosystem.

Why Shibarium?

The decision to develop Shibarium stemmed from the limitations of the Ethereum network, which hindered the growth and adoption of the Shiba Inu ecosystem.

The high gas fees and slow transaction speeds on Ethereum have made it difficult for users to access and utilize Shiba Inu's dApps, such as ShibaSwap, the platform's native decentralized exchange (DEX).

By creating a Layer-2 solution, Shibarium aims to address these issues, offering faster transaction speeds, lower fees, and a more user-friendly experience.

Furthermore, the development of Shibarium aligns with the original vision of Shiba Inu's anonymous founder, Ryoshi, who envisioned a decentralized, community-driven platform that empowered users and developers to create and explore new applications.

How does Shibarium work?

Here is a step-by-step process explaining how Shibarium works:
Consensus Mechanism

Shibarium employs a Proof-of-Stake (PoS) consensus mechanism, which relies on validator nodes staking BONE tokens to validate transactions and secure the network. This approach is more energy-efficient than the Proof-of-Work (PoW) consensus mechanism used by networks like Bitcoin and offers increased scalability and faster transaction speeds.

Ethereum Virtual Machine (EVM)

Shibarium utilizes the Ethereum Virtual Machine (EVM), which allows developers to easily deploy Ethereum-based smart contracts and dApps on the new network. This compatibility ensures a seamless migration of existing dApps and fosters the rapid development of new applications within the Shiba Inu ecosystem.

Gas Fees and Tokenomics

With BONE serving as the native gas token of the Shibarium network, transaction fees will be significantly lower compared to those on the Ethereum network. This reduction in fees aims to make the Shiba Inu ecosystem more accessible and user-friendly, encouraging broader adoption and usage.

Shibarium's Development History

Shibarium's development history can be traced back to its inception as a revolutionary layer-2 solution specifically designed for the Shiba Inu ecosystem. This ongoing journey of development and refinement signifies a noteworthy milestone in the continuous evolution of the Shiba Inu ecosystem, encompassing various significant stages.

Ryoshi's Vision

The concept of Shibarium can be traced back to May 2021, when Shiba Inu's founder, Ryoshi, first hinted at the idea of a dedicated blockchain for the Shiba Inu community. In a now-deleted blog post, Ryoshi envisioned a network where developers and users could create and explore applications, expanding the Shiba Inu ecosystem beyond its meme coin origins.

Shytoshi Kusama's Leadership

Under the leadership of Shytoshi Kusama, the lead developer of the Shiba Inu project, the development of Shibarium has been kept under wraps, with few details released to the public. This secretive approach has only added to the anticipation and excitement surrounding the project, as the Shiba Inu community eagerly awaits its launch.

The Puppynet Testnet

In March 2023, the Shibarium beta testnet, dubbed "Puppynet," was released, allowing users to test the network's functionality and deploy smart contracts in a risk-free environment. The Puppynet testnet represents the final stage of development before the official mainnet launch of the Shibarium blockchain.

The Impact of Shibarium on Shiba Inu

The launch of Shibarium is expected to have a significant impact on the Shiba Inu ecosystem, bringing new utility to its tokens and providing a scalable, secure platform for the community to grow and innovate.

The SHIB Burn Mechanism

One notable feature of Shibarium is its unique burn mechanism for SHIB tokens, which aims to increase the token's scarcity by permanently removing tokens from circulation. With a total supply of one quadrillion tokens, SHIB has the largest token supply of any cryptocurrency on the market

The Shibarium burn mechanism takes 70% of every transaction base fee, which is collected in BONE tokens, and uses them to purchase SHIB tokens from the market. These purchased SHIB tokens are then sent to a burn address, effectively reducing the token supply and increasing its scarcity.

Benefits and Risks of Shibarium

As with any new technology, there are both benefits and drawbacks to the Shibarium network. Understanding these pros and cons is crucial for determining the potential success of Shibarium and its impact on the Shiba Inu ecosystem.

Benefits of Shibarium

  • Scalability: Shibarium's Layer-2 solution offers significantly faster transaction speeds and lower fees compared to the Ethereum network, making it more accessible to users.
  • Compatibility: The network's EVM compatibility allows for seamless migration of existing dApps and rapid development of new applications within the Shiba Inu ecosystem.
  • Token Utility: Shibarium brings new use cases and utility to all tokens within the Shiba Inu ecosystem, including NFTs.
  • SHIB Burn: The unique SHIB burn mechanism has the potential to positively impact SHIB's tokenomics, reducing the token supply and providing constant buy pressure.
  • Differentiation from Meme Coins: The launch of Shibarium sets Shiba Inu apart from other meme coins, such as Dogecoin, by offering a more robust and versatile platform with a range of use cases.

Risks Associated with Shibarium

  • Layer-2 Competition: With competitors like Arbitrum, Polygon, and zkSync, the Ethereum Layer-2 market is highly competitive, and it remains to be seen whether Shibarium can differentiate itself from these more established solutions.
  • Performance Uncertainty: Key performance metrics, such as transaction throughput and finality, are still unclear, raising questions about the network's capabilities.
  • Lack of Developer Incentives: Unlike other networks that offer ecosystem grants to encourage development, Shibarium has yet to provide any funding for developers, which may limit the range of applications available on the platform.

Shibarium Release Date

According to Shytoshi Kusama, the lead developer of SHIB, the launch of Shibarium is anticipated within a timeframe of two to three months. This indicates that the new layer-2 solution for SHIB could potentially be introduced between June (Q2) and August (Q3) of this year. Nevertheless, Kusama has not provided a specific date for the release.

Conversely, Lucie, a prominent influencer associated with SHIB, recently mentioned that the launch timeline is contingent upon progress and audits.

Lucie relayed Kusama's statement that audits will be conducted. Based on Lucie's tweet, it suggests that the network is presently undergoing safety testing to ensure its robustness.

Frequently Asked Questions

Q1. What is the purpose of the Shibarium?

Shibarium is a Layer-2 blockchain solution designed to address the scalability issues of the Ethereum network and expand the Shiba Inu ecosystem.

Q2. How is Shibarium different from Shiba Inu?

While Shiba Inu is a cryptocurrency that can be traded on an open market, Shibarium is a network capable of hosting dApps, smart contracts, and facilitating transactions.

Q3. Will Shiba Inu's value increase after the launch of Shibarium?

There are no guarantees that the value of Shiba Inu (SHIB) will increase following the launch of Shibarium. While the platform's launch is widely seen as a positive development for the Shiba Inu ecosystem, the crypto market can often react unpredictably. It is essential to conduct your own research before investing in any cryptocurrency.

Q4. Who is developing Shibarium?

Shytoshi Kusama is the lead developer of the Shibarium blockchain.

Q5. How much SHIB will be burned by the Shibarium network?

The Shibarium burn mechanism aims to take 70% of transaction base fees and use those fees to buy SHIB tokens directly from the market. The purchased SHIB tokens are then automatically burned and permanently removed from the supply.

Q6. Is Shibarium different from Shiba Inu?

Yes, Shibarium is distinct from Shiba Inu. Shiba Inu is a cryptocurrency token, while Shibarium is a layer-2 solution being developed for the Shiba Inu ecosystem

Q7. Can I participate in Shibarium if I don't hold Shib tokens? 

While Shib tokens are essential for accessing the full range of features in Shibarium, some limited functionalities might be available to non-Shib holders. However, it is advisable to hold Shib tokens to unlock the ecosystem's complete potential.

Conclusion

Shibarium presents an exciting avenue for Shib token holders to actively engage in the world of decentralized finance. Through yield farming, staking, and other DeFi activities, Shibarium offers users the opportunity to maximize their holdings and earn passive income.

By participating in liquidity pools and staking Shib tokens, users can unlock various rewards and contribute to the network's growth and security. As Shibarium continues to evolve, it is important for users to stay informed about the latest updates and developments within the ecosystem. 

Keep an eye on official announcements and community discussions to ensure you make informed decisions regarding your Shib investments.

Disclaimer

The information provided on this website does not constitute investment advice, financial advice, trading advice, or any other sort of advice and you should not treat any of the website's content as such.

Token Metrics does not recommend that any cryptocurrency should be bought, sold, or held by you. Do conduct your own due diligence and consult your financial advisor before making any investment decisions.

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Recent Posts

Research

Support and Resistance API: Auto-Calculate Smart Levels for Better Trades

Token Metrics Team
4

Most traders still draw lines by hand in TradingView. The support and resistance API from Token Metrics auto-calculates clean support and resistance levels from one request, so your dashboard, bot, or alerts can react instantly. In minutes, you’ll call /v2/resistance-support, render actionable levels for any token, and wire them into stops, targets, or notifications. Start by grabbing your key on Get API Key, then Run Hello-TM and Clone a Template to ship a production-ready feature fast.

What You’ll Build in 2 Minutes

A minimal script that fetches Support/Resistance via /v2/resistance-support for a symbol (e.g., BTC, SOL).

  • A one-liner curl to smoke-test your key.
  • A UI pattern to display nearest support, nearest resistance, level strength, and last updated time.

Next Endpoints to add

  • /v2/trading-signals (entries/exits)
  • /v2/hourly-trading-signals (intraday updates)
  • /v2/tm-grade (single-score context)
  • /v2/quantmetrics (risk/return framing)

Why This Matters

Precision beats guesswork. Hand-drawn lines are subjective and slow. The support and resistance API standardizes levels across assets and timeframes, enabling deterministic stops and take-profits your users (and bots) can trust.

Production-ready by design. A simple REST shape, predictable latency, and clear semantics let you add levels to token pages, automate SL/TP alerts, and build rule-based execution with minimal glue code.

Where to Find

Need the Support and Resistance data? The cURL request for it is in the top right of the API Reference for quick access.

👉 Keep momentum: Get API KeyRun Hello-TMClone a Template

How It Works (Under the Hood)

The Support/Resistance endpoint analyzes recent price structure to produce discrete levels above and below current price, along with strength indicators you can use for priority and styling. Query /v2/resistance-support?symbol=<ASSET>&timeframe=<HORIZON> to receive arrays of level objects and timestamps.

Polling vs webhooks. For dashboards, short-TTL caching and batched fetches keep pages snappy. For bots and alerts, use queued jobs or webhooks (where applicable) to avoid noisy, bursty polling—especially around market opens and major events.

Production Checklist

  • Rate limits: Respect plan caps; add client-side throttling.
  • Retries/backoff: Exponential backoff with jitter for 429/5xx; log failures.
  • Idempotency: Make alerting and order logic idempotent to prevent duplicates.
  • Caching: Memory/Redis/KV with short TTLs; pre-warm top symbols.
  • Batching: Fetch multiple assets per cycle; parallelize within rate limits.
  • Threshold logic: Add %-of-price buffers (e.g., alert at 0.3–0.5% from level).
  • Error catalog: Map common 4xx/5xx to actionable user guidance; keep request IDs.
  • Observability: Track p95/p99; measure alert precision (touch vs approach).
  • Security: Store API keys in a secrets manager; rotate regularly.

Use Cases & Patterns

  • Bot Builder (Headless): Use nearest support for stop placement and nearest resistance for profit targets. Combine with /v2/trading-signals for entries/exits and size via Quantmetrics (volatility, drawdown).
  • Dashboard Builder (Product): Add a Levels widget to token pages; badge strength (e.g., High/Med/Low) and show last touch time. Color the price region (below support, between levels, above resistance) for instant context.
  • Screener Maker (Lightweight Tools): “Close to level” sort: highlight tokens within X% of a strong level. Toggle alerts for approach vs breakout events.
  • Risk Management: Create policy rules like “no new long if price is within 0.2% of strong resistance.” Export daily level snapshots for audit/compliance.

Next Steps

  • Get API Key — generate a key and start free.
  • Run Hello-TM — verify your first successful call.
  • Clone a Template — deploy a levels panel or alerts bot today.
  • Watch the demo: Compare plans: Scale confidently with API plans.

FAQs

1) What does the Support & Resistance API return?

A JSON payload with arrays of support and resistance levels for a symbol (and optional timeframe), each with a price and strength indicator, plus an update timestamp.

2) How timely are the levels? What are the latency/SLOs?

The endpoint targets predictable latency suitable for dashboards and alerts. Use short-TTL caching for UIs, and queued jobs or webhooks for alerting to smooth traffic.

3) How do I trigger alerts or trades from levels?

Common patterns: alert when price is within X% of a level, touches a level, or breaks beyond with confirmation. Always make downstream actions idempotent and respect rate limits.

4) Can I combine levels with other endpoints?

Yes—pair with /v2/trading-signals for timing, /v2/tm-grade for quality context, and /v2/quantmetrics for risk sizing. This yields a complete decide-plan-execute loop.

5) Which timeframe should I use?

Intraday bots prefer shorter horizons; swing/position dashboards use daily or higher-timeframe levels. Offer a timeframe toggle and cache results per setting.

6) Do you provide SDKs or examples?

Use the REST snippets above (JS/Python). The docs include quickstarts, Postman collections, and templates—start with Run Hello-TM.

7) Pricing, limits, and enterprise SLAs?

Begin free and scale as you grow. See API plans for rate limits and enterprise SLA options.

Disclaimer

This content is for educational purposes only and does not constitute financial advice. Always conduct your own research before making any trading decisions.

Research

Quantmetrics API: Measure Risk & Reward in One Call

Token Metrics Team
5

Most traders see price—quants see probabilities. The Quantmetrics API turns raw performance into risk-adjusted stats like Sharpe, Sortino, volatility, drawdown, and CAGR so you can compare tokens objectively and build smarter bots and dashboards. In minutes, you’ll query /v2/quantmetrics, render a clear performance snapshot, and ship a feature that customers trust. Start by grabbing your key at Get API Key, Run Hello-TM to verify your first call, then Clone a Template to go live fast.

What You’ll Build in 2 Minutes

  • A minimal script that fetches Quantmetrics for a token via /v2/quantmetrics (e.g., BTC, ETH, SOL).
  • A smoke-test curl you can paste into your terminal.
  • A UI pattern that displays Sharpe, Sortino, volatility, max drawdown, CAGR, and lookback window.

Next Endpoints to Add

  • /v2/tm-grade (one-score signal)
  • /v2/trading-signals
  • /v2/hourly-trading-signals (timing)
  • /v2/resistance-support (risk placement)
  • /v2/price-prediction (scenario planning)

Why This Matters

Risk-adjusted truth beats hype. Price alone hides tail risk and whipsaws. Quantmetrics compresses edge, risk, and consistency into metrics that travel across assets and timeframes—so you can rank universes, size positions, and communicate performance like a professional.

Built for dev speed

A clean REST schema, predictable latency, and easy auth mean you can plug Sharpe/Sortino into bots, dashboards, and screeners without maintaining your own analytics pipeline. Pair with caching and batching to serve fast pages at scale.

Where to Find

The Quant Metrics cURL request is located in the top right of the API Reference, allowing you to easily integrate it with your application.

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How It Works (Under the Hood)

Quantmetrics computes risk-adjusted performance over a chosen lookback (e.g., 30d, 90d, 1y). You’ll receive a JSON snapshot with core statistics:

  • Sharpe ratio: excess return per unit of total volatility.
  • Sortino ratio: penalizes downside volatility more than upside.
  • Volatility: standard deviation of returns over the window.
  • Max drawdown: worst peak-to-trough decline.
  • CAGR / performance snapshot: geometric growth rate and best/worst periods.

Call /v2/quantmetrics?symbol=<ASSET>&window=<LOOKBACK> to fetch the current snapshot. For dashboards spanning many tokens, batch symbols and apply short-TTL caching. If you generate alerts (e.g., “Sharpe crossed 1.5”), run a scheduled job and queue notifications to avoid bursty polling.

Production Checklist

  • Rate limits: Understand your tier caps; add client-side throttling and queues.
  • Retries & backoff: Exponential backoff with jitter; treat 429/5xx as transient.
  • Idempotency: Prevent duplicate downstream actions on retried jobs.
  • Caching: Memory/Redis/KV with short TTLs; pre-warm popular symbols and windows.
  • Batching: Fetch multiple symbols per cycle; parallelize carefully within limits.
  • Error catalog: Map 4xx/5xx to clear remediation; log request IDs for tracing.
  • Observability: Track p95/p99 latency and error rates; alert on drift.
  • Security: Store API keys in secrets managers; rotate regularly.

Use Cases & Patterns

  • Bot Builder (Headless): Gate entries by Sharpe ≥ threshold and drawdown ≤ limit, then trigger with /v2/trading-signals; size by inverse volatility.
  • Dashboard Builder (Product): Add a Quantmetrics panel to token pages; allow switching lookbacks (30d/90d/1y) and export CSV.
  • Screener Maker (Lightweight Tools): Top-N by Sortino with filters for volatility and sector; add alert toggles when thresholds cross.
  • Allocator/PM Tools: Blend CAGR, Sharpe, drawdown into a composite score to rank reallocations; show methodology for trust.
  • Research/Reporting: Weekly digest of tokens with Sharpe ↑, drawdown ↓, and volatility ↓.

Next Steps

  • Get API Key — start free and generate a key in seconds.
  • Run Hello-TM — verify your first successful call.
  • Clone a Template — deploy a screener or dashboard today.
  • Watch the demo: VIDEO_URL_HERE
  • Compare plans: Scale with API plans.

FAQs

1) What does the Quantmetrics API return?

A JSON snapshot of risk-adjusted metrics (e.g., Sharpe, Sortino, volatility, max drawdown, CAGR) for a symbol and lookback window—ideal for ranking, sizing, and dashboards.

2) How fresh are the stats? What about latency/SLOs?

Responses are engineered for predictable latency. For heavy UI usage, add short-TTL caching and batch requests; for alerts, use scheduled jobs or webhooks where available.

3) Can I use Quantmetrics to size positions in a live bot?

Yes—many quants size inversely to volatility or require Sharpe ≥ X to trade. Always backtest and paper-trade before going live; past results are illustrative, not guarantees.

4) Which lookback window should I choose?

Short windows (30–90d) adapt faster but are noisier; longer windows (6–12m) are steadier but slower to react. Offer users a toggle and cache each window.

5) Do you provide SDKs or examples?

REST is straightforward (JS/Python above). Docs include quickstarts, Postman collections, and templates—start with Run Hello-TM.

6) Polling vs webhooks for quant alerts?

Dashboards usually use cached polling. For threshold alerts (e.g., Sharpe crosses 1.0), run scheduled jobs and queue notifications to keep usage smooth and idempotent.

7) Pricing, limits, and enterprise SLAs?

Begin free and scale up. See API plans for rate limits and enterprise SLA options.

Disclaimer

All information provided in this blog is for educational purposes only. It is not intended as financial advice. Users should perform their own research and consult with licensed professionals before making any investment or trading decisions.

Research

Crypto Trading Signals API: Put Bullish/Bearish Calls Right in Your App

Token Metrics Team
4

Timing makes or breaks every trade. The crypto trading signals API from Token Metrics lets you surface bullish and bearish calls directly in your product—no spreadsheet wrangling, no chart gymnastics. In this guide, you’ll hit the /v2/trading-signals endpoint, display actionable signals on a token (e.g., SOL, BTC, ETH), and ship a conversion-ready feature for bots, dashboards, or Discord. Start by creating a key on Get API Key, then Run Hello-TM and Clone a Template to go live fast.

What You’ll Build in 2 Minutes

  • A minimal script that fetches Trading Signals via /v2/trading-signals for one symbol (e.g., SOL).
  • A copy-paste curl to smoke-test your key.
  • A UI pattern to render signal, confidence/score, and timestamp in your dashboard or bot.

Endpoints to add next

  • /v2/hourly-trading-signals (intraday updates)
  • /v2/resistance-support (risk placement)
  • /v2/tm-grade (one-score view)
  • /v2/quantmetrics (risk/return context)

Why This Matters

Action over analysis paralysis. Traders don’t need more lines on a chart—they need an opinionated call they can automate. The trading signals API compresses technical momentum and regime reads into Bullish/Bearish events you can rank, alert on, and route into strategies.

Built for dev speed and reliability. A clean schema, predictable performance, and straightforward auth make it easy to wire signals into bots, dashboards, and community tools. Pair with short-TTL caching or webhooks to minimize polling and keep latency low.

Where to Find

You can find the cURL request for Crypto Trading Signals in the top right corner of the API Reference. Use it to access the latest signals!

Live Demo & Templates

  • Trading Bot Starter: Use Bullish/Bearish calls to trigger paper trades; add take-profit/stop rules with Support/Resistance.
  • Dashboard Signal Panel: Show the latest call, confidence, and last-updated time; add a history table for context.
  • Discord/Telegram Alerts: Post signal changes to a channel with a link back to your app.

How It Works (Under the Hood)

Trading Signals distill model evidence (e.g., momentum regimes and pattern detections) into Bullish or Bearish calls with metadata such as confidence/score and timestamp. You request /v2/trading-signals?symbol=<ASSET> and render the most recent event, or a small history, in your UI.

For intraday workflows, use /v2/hourly-trading-signals to update positions or alerts more frequently. Dashboards typically use short-TTL caching or batched fetches; headless bots lean on webhooks, queues, or short polling with backoff to avoid spiky API usage.

Production Checklist

  • Rate limits: Know your tier caps; add client-side throttling and queues.
  • Retries/backoff: Exponential backoff with jitter; treat 429/5xx as transient.
  • Idempotency: Guard downstream actions (don’t double-trade on retries).
  • Caching: Memory/Redis/KV with short TTLs for reads; pre-warm popular symbols.
  • Webhooks & jobs: Prefer webhooks or scheduled workers for signal change alerts.
  • Pagination/Bulk: Batch symbols; parallelize with care; respect limits.
  • Error catalog: Map common 4xx/5xx to clear fixes; log request IDs.
  • Observability: Track p95/p99 latency, error rate, and alert delivery success.
  • Security: Keep keys in a secrets manager; rotate regularly.

Use Cases & Patterns

  • Bot Builder (Headless): Route Bullish into candidate entries; confirm with /v2/resistance-support for risk and TM Grade for quality.
  • Dashboard Builder (Product): Add a “Signals” module per token; color-code state and show history for credibility.
  • Screener Maker (Lightweight Tools): Filter lists by Bullish state; sort by confidence/score; add alert toggles.
  • Community/Discord: Post signal changes with links to token pages; throttle to avoid noise.
  • Allocator/PM Tools: Track signal hit rates by sector/timeframe to inform position sizing (paper-trade first).

Next Steps

  1. Get API Key — create a key and start free.
  2. Run Hello-TM — confirm your first successful call.
  3. Clone a Template — deploy a bot, dashboard, or alerting tool today.

FAQs

1) What does the Trading Signals API return?

A JSON payload with the latest Bullish/Bearish call for a symbol, typically including a confidence/score and generated_at timestamp. You can render the latest call or a recent history for context.

2) Is it real-time? What about latency/SLOs?

Signals are designed for timely, programmatic use with predictable latency. For faster cycles, use /v2/hourly-trading-signals. Add caching and queues/webhooks to reduce round-trips.

3) Can I use the signals in a live trading bot?

Yes—many developers do. A common pattern is: Signals → candidate entry, Support/Resistance → stop/targets, Quantmetrics → risk sizing. Always backtest and paper-trade before going live.

4) How accurate are the signals?

Backtests are illustrative, not guarantees. Treat signals as one input in a broader framework with risk controls. Evaluate hit rates and drawdowns on your universe/timeframe.

5) Do you provide SDKs and examples?

You can integrate via REST using JavaScript and Python snippets above. The docs include quickstarts, Postman collections, and templates—start with Run Hello-TM.

6) Polling vs webhooks for alerts?

Dashboards often use cached polling. For bots/alerts, prefer webhooks or scheduled jobs and keep retries idempotent to avoid duplicate trades or messages.

7) Pricing, limits, and enterprise SLAs?

Begin free and scale as you grow. See API plans for allowances; enterprise SLAs and support are available.

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