Bright Data VS Molted
Compare Bright Data VS Molted and see what are their differences
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Bright Data
Oxylabs
Decodo
NetNut.io
IPRoyal
Apify
Zyte
SOAX
Molted
e2b
ClawHost
Amazon AWS
Google Cloud Platform
LangChain
Temporal
OpenClawCloud.app
Molted is a managed operating environment for long-running autonomous AI agents. It helps teams deploy, host and scale OpenClaw fleets in production without building the infrastructure layer themselves.
Molted keeps agents alive with 4-tier self-healing, crash detection under 60s, automatic recovery under 90s, daemon supervision, config repair, versioned filesystem restore points and safe high-density hosting.
Agents get 1,000+ app integrations through a managed MCP layer, browser automation, persistent logged-in profiles, dedicated email and voice per agent, and APIs to create, monitor and manage instances at scale.
Molted supports managed cloud, on-premise and sovereign deployment options for agencies, SaaS builders, OpenClaw wrappers, AI-native companies and teams running autonomous agents in production.
Api documentation: https://www.molted.net/api/docs
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Molted's answer:
Molted is not a hosting provider, it is a complete operating environment for autonomous AI agents.
What makes it unique:
Your agents can actually do the job from day one. Connect them to Gmail, Slack, HubSpot, Salesforce, Notion and 1,000+ apps instantly through a managed integration layer. No connectors to build, no months of OAuth work.
Agents that use the web like a human. Most of the web has no API, but it all has a browser. Molted agents log into dashboards, portals and checkouts, captchas solved and sessions kept alive, so they reach the 90% of tools that have no integration.
Each agent gets its own mailbox and phone number. They send and receive email, place and take calls, handle SMS and 2FA. Real presence, not a chatbot in a box.
You ship agents, not infrastructure. Compute, monitoring, recovery and versioning are fully managed and run 24/7, so a crash heals itself before your customer ever notices. You sell the product, we run the ops.
The result: you launch client-ready autonomous agents in minutes instead of building a cloud company first, and you keep the margin instead of burning it on DevOps and idle hardware.
Molted's answer:
Everyone else sells you a VM and stops caring the second it boots. What runs inside is your problem.
Molted is the opposite: we built this specifically for AI agents, and our own agents run on it every day. We feel every crash, every slow start, every broken integration before you do, because it is our infrastructure too.
So you do not get a generic empty machine and a โgood luck.โ You get an environment that keeps your agents alive, connected to 1,000+ apps, and working day one. They host servers. We run agents.
Molted's answer:
Molted.net grew out of molted.cloud, a basic SaaS for hosting OpenClaw instances: simple auth, no multi-tenancy, no auto-healing, minimal monitoring, limited capacity. Running agents for real clients made one thing obvious. Running ONE OpenClaw in production already gives you cold sweats, and running thousands on shared nodes 24/7 is a full-time on-call job.
Molted is the answer to that problem: turning raw hosting into a real managed operating environment, with automatic recovery, versioned workspaces, browser automation, email and voice per agent, and 1,000+ integrations. The conviction behind it is simple: AI companies should ship agents, not become infrastructure companies by accident. So we built the layer we needed ourselves, and today our own agents run on it every day, alongside thousands of instances in production.
Molted's answer:
AI companies shipping autonomous agents in production that do not want to become an infrastructure company. Concretely, the 8 targeted profiles are:
What they have in common: their bottleneck is not Kubernetes, it is convincing their market. They want to ship agents and keep the margin, instead of burning it on DevOps hiring, idle hardware and months of integration work.
There is also a strong secondary audience: the public sector and government, with needs around data sovereignty, air-gapped deployment, per-agency isolation and full audit trails.
We used their DC proxies and Residential proxies. Resi proxies were having quite low success rate. We had to use resi solution from other proxy providers. Unblocker didn't work well either also it was way too expensive.
Based on our record, Bright Data seems to be more popular. It has been mentiond 45 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.
Happy to offer a counter of some great products for anti-bot defeat: https://brightdata.com/ https://www.zenrows.com/ https://www.capsolver.com/ https://scrapfly.io/ hundreds of millions of residential ips, human browser fingerprints, custom browser binaries, auto solve of turnstyle, recaptcha v3, kasada, datadome, AWS WAF, etc if they come up. - Source: Hacker News / 22 days ago
The best web scraping tools 2026 leaderboard hasn't changed; the gap has narrowed. Bright Data remains the safest bet for any team that wants to spend time on the data, not on the scraping. The 660-scraper library, 400M-IP network, pay-per-success pricing and unlimited concurrency are still uncontested at the high end. - Source: dev.to / 3 months ago
Infrastructure Pass-Through (OpEx) Data extraction at scale is infrastructure-heavy. Bypassing modern Web Application Firewalls (WAFs) requires high-quality residential proxies, CAPTCHA solvers, and substantial browser-automation compute resources. Services like Bright Data charge significantly by the gigabyte for premium residential IPs. These variable infrastructure costs must be passed directly to the client,... - Source: dev.to / 3 months ago
Bright Data has successfully defended web scraping in U.S. Courts and offers LinkedIn datasets pre-collected and ready to download. LinkedIn profile data on their dataset marketplace runs around $250 per 100,000 records. The freshness caveat is real: bulk datasets are snapshots, not real-time. If you need current job titles on a rolling basis, you're better with an enrichment API than a one-time dataset pull.... - Source: dev.to / 3 months ago
Bright Data built an open-source demo that solves this. It's called the Signal Terminal, a financial research tool built around that problem. - Source: dev.to / 5 months ago
Oxylabs - A web intelligence collection platform and premium proxy provider, enabling companies of all sizes to utilize the power of big data.
e2b - Open-Source AI Powered IDE That Does The Work For You
Decodo - Decodo is perhaps the most user-friendly way to access local data anywhere. It has global coverage with 195 locations, offers more than 55M residential proxies worldwide and a great deal of scraping solutions.
ClawHost - One-click cloud hosting for OpenClaw AI agents.
NetNut.io - Residential proxy network with 52M+ IPs worldwide. SERP API, Website Unblocker, Professional Datasets.
Amazon AWS - Amazon Web Services offers reliable, scalable, and inexpensive cloud computing services. Free to join, pay only for what you use.