# ChainAware.ai vs Scale

ChainAware.ai records 0 monthly visits with — month-over-month growth and Paid pricing. Scale records 616,915 monthly visits with +12.5% growth and Contact for Pricing pricing.

| Metric | [ChainAware.ai](https://openaitools.app/tool/chainaware-ai) | [Scale](https://openaitools.app/tool/scale) |
| :--- | :--- | :--- |
| Website URL | https://chromewebstore.google.com/detail/chainawareai/ckgggpoepkaifaddeogbnfclphmfekba | https://scale.com |
| Categories | AI Crypto, AI Predictions, Blockchain, AI Detector | AI Developer Tools, Large Language Models (LLMs), AI Models, AI Agent |
| Pricing Model | Paid | Contact for Pricing |
| Monthly Visits | 0 | 616,915 |
| MoM Growth Rate | — | +12.5% |
| Primary Market | Global | United States |
| Direct Visits | 0 | 191,408 |
| Review Score | 3.8 | 4.7 |
| Saved Count | 1 | 3 |
| Supported Platforms | Browser Extension | Website |

## ChainAware.ai

ChainAware.ai positions itself as predictive behavioural intelligence for Web3, contrasting with reactive forensic tools that only explain what already happened. Its models are trained on a large dataset reported as over 23–25 million wallet personas, more than three years of pair-history data, and coverage across eight blockchains including Ethereum, Polygon, BNB Smart Chain, TON, Tron, Base, Solana, and HAQQ. The platform reports roughly 98% fraud detection accuracy for major chains and sub-100ms API latency.

The toolkit spans several audiences. Individuals get free wallet trust scores, token audits, a predictive rug-pull detector for smart contracts and liquidity pools, and a Telegram mini app for checks in chat. DeFi protocols and compliance teams get behavioural APIs, transaction monitoring agents for 24/7 wallet surveillance, OFAC sanctions screening, and KYT checks to support AML and MiCA requirements. For AI builders, ChainAware offers a behavioural-prediction MCP server so agents can query wallet risk and predicted intent in real time.

A separate browser extension for ChainAware once existed on the Chrome Web Store, but that listing is currently unavailable; the product itself remains accessible through its website, API, and Telegram. Because ChainAware is a private analytics company, treat its accuracy figures as vendor-reported and always combine automated scores with your own due diligence before committing funds.

**Pricing & Plans:** Paid, with a freemium entry point: wallet trust scores, token audits, and rug-pull checks are free for individuals with no signup, while API access, transaction monitoring, compliance tooling, and MCP/agent infrastructure are sold as paid business solutions. Exact pricing is available on request.

- **Predictive fraud detection:** AI models flag suspicious wallet behaviour and fraud before losses occur, with vendor-reported 98% accuracy across major chains.
- **Rug pull detector:** Analyses smart contracts and liquidity pool patterns on Ethereum and BSC to predict rug pulls in real time.
- **Wallet trust scoring:** Generates trust scores and risk profiles covering experience, risk tolerance, and predicted future behaviour for wallets.
- **Transaction monitoring agent:** Runs 24/7 wallet surveillance with OFAC sanctions screening and KYT checks for AML and MiCA compliance.
- **MCP server for AI agents:** Behavioural Prediction MCP lets AI agents query wallet risk and next-action predictions to enable persona-based messaging.

**Strengths:** Free wallet, token, and rug-pull checks for individuals with no signup; Multi-chain coverage across eight major blockchains; Combines predictive risk models with compliance monitoring tools; MCP server enables real-time wallet intelligence inside AI agents

**Limitations:** Accuracy figures are vendor-reported and not independently verified here; Advanced API, monitoring, and compliance features require paid plans; The standalone Chrome extension listing is currently unavailable; Crypto risk detection is probabilistic and cannot guarantee safety

[Profile (Markdown)](https://openaitools.app/tool/chainaware-ai.md)

## Scale

Scale positions itself as the infrastructure layer for reliable AI - the data, evaluations and deployment support that sit underneath working systems rather than a single consumer-facing model. Founded in 2016, it built its reputation supplying training data and labelling capacity to the autonomous vehicle and then the generative AI wave, and now describes itself as powering a large share of the world's leading generative AI model builders.

The offering spans three broad areas. Data covers sourcing and expert annotation for training and fine-tuning, including RLHF-style preference data. Evaluation covers public leaderboards and private benchmarks used to measure model capability and safety. Applications covers the build-and-deploy side: identifying a viable use case, constructing the system and owning the outcome, with agentic AI for enterprise operations.

Scale's customer list leans heavily enterprise and public sector, including large technology companies, healthcare providers, media organisations, energy companies and government defence programmes. Because engagements are scoped rather than self-serve, pricing is arranged through a sales process, and the platform is aimed at organisations with serious data volume, strict compliance needs and a mandate to put AI into production.

**Pricing & Plans:** Contact for pricing. Scale does not publish rates; engagements are scoped through a sales conversation and depend on data volume, services and programme complexity.

- **Data Engine:** Human-sourced and expert-annotated training data, including specialist contributors with advanced degrees, at the quality bar frontier labs require.
- **Model evaluation & benchmarks:** Public leaderboards plus private benchmarks that test model capability and safety for the most ambitious AI developers.
- **Enterprise AI applications:** Platform and services teams that pick the right use case, build the system and take ownership of the outcome.
- **Agentic deployment:** Agentic systems designed around measurable business outcomes across private equity portfolios, energy and healthcare operations.
- **Domain expertise:** Programmes spanning healthcare, robotics, defence, public sector and enterprise with human oversight built in.

**Strengths:** Backed by a long track record in training data and model evaluation.; End-to-end coverage from data sourcing through to deployed systems.; Experienced with regulated, classified and safety-critical environments.; Benchmarks and leaderboards give an independent view of model capability.

**Limitations:** No public pricing or self-serve signup - you need a sales conversation to get started.; Enterprise-scale contracting and data operations require real internal commitment.; Overkill for small teams with modest data or evaluation needs.; Some projects involve sensitive government and defence work with strict compliance overhead.

[Profile (Markdown)](https://openaitools.app/tool/scale.md)

## Frequently Asked Questions

### How do ChainAware.ai and Scale compare in monthly traffic?

ChainAware.ai has 0 monthly visits, while Scale has 616,915. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

ChainAware.ai has a month-over-month growth rate of —; Scale has +12.5%.

### How does pricing compare?

ChainAware.ai: Paid. Paid, with a freemium entry point: wallet trust scores, token audits, and rug-pull checks are free for individuals with no signup, while API access, transaction monitoring, compliance tooling, and MCP/agent infrastructure are sold as paid business solutions. Exact pricing is available on request. Scale: Contact for Pricing. Contact for pricing. Scale does not publish rates; engagements are scoped through a sales conversation and depend on data volume, services and programme complexity.

## Alternatives

| # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [Roboflow](https://openaitools.app/tool/roboflow) | 1,431,204 | +6.6% | Freemium, Contact for Pricing | Streamlines computer vision dataset annotation and model training, but is less suited for general LLM text tasks. | [.md](https://openaitools.app/tool/roboflow.md) |
| 2 | [Labelbox](https://openaitools.app/tool/labelbox) | 762,803 | -22.8% | Contact for Pricing | Focuses heavily on enterprise data labeling and training data curation, similar to Scale's core annotation business. | [.md](https://openaitools.app/tool/labelbox.md) |
| 3 | [SuperAnnotate](https://openaitools.app/tool/super-annotate) | 386,034 | +37.4% | Free Trial, Contact for Pricing | Provides enterprise multimodal annotation and data management tools, but with less emphasis on managed labeling workforces. | [.md](https://openaitools.app/tool/super-annotate.md) |
| 4 | [Weights & Biases (CoreWeave Forge)](https://openaitools.app/tool/prompts) | 315,624 | -80.2% | Freemium, Contact for Pricing, Free | Track, evaluate, and ship AI models and agents in one connected environment. | [.md](https://openaitools.app/tool/prompts.md) |
| 5 | [Arize AI](https://openaitools.app/tool/arize-com) | 249,028 | +3.2% | Paid, Contact for Pricing | Focuses on post-deployment LLM observability and evaluation rather than training data generation or annotation. | [.md](https://openaitools.app/tool/arize-com.md) |
| 6 | [Encord](https://openaitools.app/tool/encord-com) | 244,204 | +9.4% | Contact for Pricing | Specializes in data infrastructure and annotation specifically tailored for computer vision and physical AI workloads. | [.md](https://openaitools.app/tool/encord-com.md) |
| 7 | [Label Studio](https://openaitools.app/tool/label-studio) | 137,199 | -16.1% | Contact for Pricing, Free | Offers a flexible open-source alternative for custom data labeling and human-in-the-loop annotation pipelines. | [.md](https://openaitools.app/tool/label-studio.md) |
| 8 | [Future AGI](https://openaitools.app/tool/future-agi) | 121,741 | -7.8% | Freemium, Usage-based | Build, simulate, evaluate and monitor self-improving AI agents | [.md](https://openaitools.app/tool/future-agi.md) |
| 9 | [Maxim AI](https://openaitools.app/tool/maxim-ai) | 121,351 | +10% | Contact for Pricing, Free Open Source | Provides LLM evaluation and testing workflows, but lacks Scale's massive human-in-the-loop data labeling services. | [.md](https://openaitools.app/tool/maxim-ai.md) |
| 10 | [Surf](https://openaitools.app/tool/surf) | 116,252 | -18.9% | Free, Pro, Max, API credits | Institution-grade crypto and equities intelligence, delivered through a chat-style AI analyst. | [.md](https://openaitools.app/tool/surf.md) |

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Source: https://openaitools.app/compare/chainaware-ai-vs-scale

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