# Apify vs Weights & Biases (CoreWeave Forge)

Apify records 4,147,762 monthly visits with +3.9% month-over-month growth and Freemium, Contact for Pricing pricing. Weights & Biases (CoreWeave Forge) records 315,624 monthly visits with -80.2% growth and Freemium, Contact for Pricing, Free pricing.

| Metric | [Apify](https://openaitools.app/tool/apify) | [Weights & Biases (CoreWeave Forge)](https://openaitools.app/tool/prompts) |
| :--- | :--- | :--- |
| Website URL | https://www.apify.com | https://wandb.ai |
| Categories | AI Web Scraping, AI Agent, AI API, AI Developer Tools | AI Developer Tools, Large Language Models (LLMs), AI Models, AI Agent |
| Pricing Model | Freemium, Contact for Pricing | Freemium, Contact for Pricing, Free |
| Monthly Visits | 4,147,762 | 315,624 |
| MoM Growth Rate | +3.9% | -80.2% |
| Primary Market | United States | United States |
| Direct Visits | 1,816,433 | 230,875 |
| Review Score | 4.6 | 4.7 |
| Saved Count | 6 | 3 |
| Supported Platforms | Website | Website |

## Apify

Apify started as a general-purpose web automation cloud and has grown into one of the largest marketplaces of turnkey web data extractors. The platform exposes a store of Actors — small containerized programs built by Apify and by third-party developers — that handle jobs like pulling Google Maps listings, TikTok videos, Instagram posts, Amazon prices, or crawling a documentation site into clean Markdown for a RAG pipeline. Each Actor runs on Apify's cloud, can be triggered from an API, scheduled on a recurring basis, and wired into downstream storage or applications.\n\nBecause running scrapers in production is mostly an infrastructure problem, Apify bundles the unglamorous parts: rotating residential and datacenter proxies, browser fingerprinting and anti-blocking, retry logic, dataset and key-value storage, and monitoring. Developers who would rather write their own code can build Actors with the Apify SDK in Python or JavaScript, or use Crawlee, Apify's open-source crawling and browser-automation library, which works with Playwright, Puppeteer, Selenium, and BeautifulSoup.\n\nRecently the platform has positioned itself around AI: the Apify MCP server and CLI let AI agents and assistants discover and call Actors as tools, and the Website Content Crawler Actor is explicitly designed to feed LLM applications and vector databases. Pricing follows a freemium model with monthly platform credits, pay-per-usage pricing for many Actors, and custom enterprise agreements.

**Pricing & Plans:** Freemium: a free plan with monthly usage credits, paid subscription tiers that scale credits and concurrency, consumption-based charges for many marketplace Actors, and custom enterprise pricing. Developer payouts are also available for published Actors.

- **Actor marketplace:** Over one hundred thousand ready-to-run scrapers and automation tools covering social media, maps, e-commerce, real estate, and general web crawling.
- **MCP server and CLI:** Connect Apify Actors directly to AI assistants and agents so they can search the store, run scrapers, and pull structured results as tool calls.
- **Anti-blocking and proxy infrastructure:** Managed proxy rotation and unblocking are built into the platform, so scrapers keep working when target sites add defenses.
- **Crawlee and the Apify SDK:** An open-source crawling library plus Python and JavaScript SDKs for building custom Actors with Playwright, Puppeteer, Selenium, or Cheerio.
- **Scheduling, storage, and integrations:** Recurring runs, dataset exports to CSV/JSON/Excel, webhooks, and integrations with LangChain, LlamaIndex, Zapier, and thousands of apps.

**Strengths:** Enormous library of maintained scrapers means many jobs need no code at all; Infrastructure concerns like proxies, retries, and blocking are handled for you; Agent-ready through MCP, CLI, and API, with LangChain and LlamaIndex integrations; Generous free tier for testing plus a developer revenue-share program

**Limitations:** Costs scale with usage, so high-volume scraping can get expensive quickly; Quality varies between community-built Actors and first-party ones; Target sites change frequently, so some Actors break or need updating over time

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

## Weights & Biases (CoreWeave Forge)

Weights & Biases (W&B) has long been the go-to toolkit for machine learning teams that need to see what their models are doing. Following its integration into CoreWeave, the platform now operates as CoreWeave Forge while keeping the same core capabilities — and, importantly, existing W&B credentials continue to work, so current users can sign in and access their projects and data as before.

The platform spans the full AI development loop. During training you log metrics, losses, and sample media and compare hundreds of runs in interactive dashboards. You can launch automated hyperparameter sweeps, version datasets and model artifacts, and manage promotion through a model registry. For generative AI work, the same environment provides prompt logging and evaluation plus tracing for LLM applications, covering the LLMOps side of the workflow.

Because it is now part of CoreWeave Forge, W&B sits in a broader connected environment that also covers compute and serving, letting teams run models and agents without stitching together separate tools. It is widely used across research, ML engineering, and applied AI teams, from solo practitioners on the free tier to enterprise organizations with governance and scale requirements.

**Pricing & Plans:** Freemium. There is a free tier for individuals and small teams, with paid team and enterprise plans that add collaboration, governance, and higher usage limits. Exact enterprise pricing is provided on request; the platform is also offered as part of the broader CoreWeave Forge environment.

- **Experiment tracking and visualization:** Log metrics, losses, and media from training runs and compare them side by side in interactive charts to spot what actually improves your model.
- **Hyperparameter optimization:** Run automated hyperparameter sweeps and visualize parameter importance so you can converge on better configurations faster.
- **Artifacts and model registry:** Version datasets and model artifacts, track lineage, and promote models through a registry from training to production.
- **LLM and prompt evaluation:** Build, log, and evaluate LLM prompts and applications, with tracing and evaluation tools grouped under an LLMOps workflow.
- **AI apps and agents:** Ship AI applications and agents in one connected environment that spans tracking, serving, and cloud infrastructure.
- **Team collaboration and reports:** Share runs, dashboards, and reports with teammates so results and findings stay reproducible across the team.

**Strengths:** Mature, widely adopted experiment tracking with rich interactive visualizations; Covers the full lifecycle: tracking, sweeps, artifacts, registry, and LLM evaluation; Now backed by CoreWeave infrastructure as part of CoreWeave Forge; Strong framework and library integrations, so setup takes only a few lines of code

**Limitations:** The platform has been rebranded under CoreWeave Forge, which may confuse users looking for the classic Weights & Biases name; Large-model training and inference features are tied into the broader CoreWeave cloud offering; Free tier has usage and storage limits that growth teams will outgrow; Enterprise pricing requires contacting sales, so budgeting needs a conversation

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

## Frequently Asked Questions

### How do Apify and Weights & Biases (CoreWeave Forge) compare in monthly traffic?

Apify has 4,147,762 monthly visits, while Weights & Biases (CoreWeave Forge) has 315,624. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Apify has a month-over-month growth rate of +3.9%; Weights & Biases (CoreWeave Forge) has -80.2%.

### How does pricing compare?

Apify: Freemium, Contact for Pricing. Freemium: a free plan with monthly usage credits, paid subscription tiers that scale credits and concurrency, consumption-based charges for many marketplace Actors, and custom enterprise pricing. Developer payouts are also available for published Actors. Weights & Biases (CoreWeave Forge): Freemium, Contact for Pricing, Free. Freemium. There is a free tier for individuals and small teams, with paid team and enterprise plans that add collaboration, governance, and higher usage limits. Exact enterprise pricing is provided on request; the platform is also offered as part of the broader CoreWeave Forge environment.

## Alternatives

| # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [Ollama](https://openaitools.app/tool/ollama) | 9,421,973 | +4.3% | Free, Freemium, Paid | Run and build with open AI models locally or in the cloud | [.md](https://openaitools.app/tool/ollama.md) |
| 2 | [n8n](https://openaitools.app/tool/n8n) | 4,522,449 | -7.4% | Freemium | Open-source workflow automation built for AI agents and technical teams | [.md](https://openaitools.app/tool/n8n.md) |
| 3 | [Firecrawl](https://openaitools.app/tool/firecrawl-dev) | 1,828,239 | -1.9% | Freemium, Contact for Pricing | Provides direct LLM-ready markdown conversion via API, but lacks Apify's massive marketplace of pre-built scraping actors. | [.md](https://openaitools.app/tool/firecrawl-dev.md) |
| 4 | [Clay](https://openaitools.app/tool/clay-2-0) | 1,267,465 | -2.7% | Freemium, Free Trial, Contact for Pricing | Build GTM systems that turn data into revenue | [.md](https://openaitools.app/tool/clay-2-0.md) |
| 5 | [Bright Data](https://openaitools.app/tool/bright-data) | 802,752 | -5.9% | Free Trial, Paid | Offers enterprise-grade proxy networks and raw web data infrastructure, but lacks Apify's plug-and-play actor marketplace. | [.md](https://openaitools.app/tool/bright-data.md) |
| 6 | [Gumloop](https://openaitools.app/tool/gumloop) | 379,557 | -21.1% | Freemium, Paid, Contact for Pricing | Automates complex business workflows with AI agents, but is less specialized for raw large-scale web scraping actors. | [.md](https://openaitools.app/tool/gumloop.md) |
| 7 | [PhantomBuster](https://openaitools.app/tool/phantombuster) | 279,012 | -10.1% | Freemium, Free Trial, Paid | Focuses heavily on pre-built social media automation and lead generation workflows rather than general web scraping. | [.md](https://openaitools.app/tool/phantombuster.md) |
| 8 | [Arize AI](https://openaitools.app/tool/arize-com) | 249,028 | +3.2% | Paid, Contact for Pricing | Provides deep production LLM observability and tracing, focusing heavily on debugging production failures and drift. | [.md](https://openaitools.app/tool/arize-com.md) |
| 9 | [Octoparse](https://openaitools.app/tool/octoparse) | 184,251 | +1.2% | Freemium, Free Trial, Paid, Contact for Pricing | Uses visual point-and-click scraping workflows instead of Apify's developer-centric actor ecosystem and cloud execution. | [.md](https://openaitools.app/tool/octoparse.md) |
| 10 | [Future AGI](https://openaitools.app/tool/future-agi) | 121,741 | -7.8% | Freemium, Usage-based | Features simulation and guardrail tools for testing LLM safety and robustness before production deployment. | [.md](https://openaitools.app/tool/future-agi.md) |

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Source: https://openaitools.app/compare/apify-vs-prompts

More Markdown: [Categories](https://openaitools.app/categories.md) · [Traffic rankings](https://openaitools.app/rankings.md) · [llms.txt](https://openaitools.app/llms.txt)