Agentic Index
Bright Data Agent Browser vs Browserbase (2026)
Bright Data Agent Browser last verified ·Browserbase last verified
Both give agents a cloud browser and only one is built to get through blocking. That verdict is the Agentic Index coverage score, graded from each vendor's own published materials.
Bright Data runs GUI Chromium fleets on more than 400 million rotating IPs with autonomous CAPTCHA solving across every major challenge system, drop in CDP compatibility, an MCP server, per session fingerprints and audit logs. Browserbase is the general purpose platform, with hosted browsers, MCP integration and a free tier before paid plans start at $20 a month. If your target sites do not want automated traffic, that is the entire decision. If they do not care, Browserbase is the better platform.
On the Agentic Index agent infrastructure ranking, Browserbase clears the bar and Bright Data Agent Browser does not. Browserbase documents all five production contract capabilities in full; Bright Data Agent Browser documents one of the five in full. 33 of the 186 vendors in the lane clear it. See the agent infrastructure ranking
This comparison is published by Agentic Index, an independent agentic AI vendor research platform. Bright Data Agent Browser and Browserbase are each graded against the same 14 capability Agentic Index taxonomy, from the vendor's own public materials under the Agentic Index verification standard, alongside 1,084 researched vendors. No vendor pays for placement and no vendor has reviewed this page. How this evidence is graded
Choose Bright Data Agent Browser if
- Your agents are being blocked and unlocking is the actual problem to solve.
- CAPTCHA handling and rotating IPs at that scale are not something you will build.
- Per session fingerprints and audit logs matter for how you govern this.
Choose Browserbase if
- Runs should pause for an approval or a code, with models picked by name and an Optimize tool that tunes prompts.
- Your agents operate on sites you have authorized access to, so unlocking is irrelevant.
- Plans from $20 a month with a free tier fit how you start.
| Feature | B Bright Data Agent Browser |
B Browserbase |
|---|---|---|
| Action & orchestration | ||
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Integrations & Tool Calling Ability to connect agents to real systems through native integrations, OAuth-authenticated actions, custom tools, APIs, webhooks, or MCP-compatible tools. |
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Bright Data Agent BrowserIntegrations & Tool Calling Browser instances can integrate with an enterprise VPN and sign on, which gives sessions authenticated reach into company systems. Bright Data names no connector catalog or tool route. Puppeteer, Playwright, Selenium and agent frameworks connect in through the API or MCP to drive the browser. SourceBright Data, brightdata.com/ai/agent-browserread 2026-10-06 |
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BrowserbaseIntegrations & Tool Calling Browserbase Agents have four built in tool groups (browser, search, shell and files) and cannot take custom tools yet. The integrations directory (Stripe cards, 1Password logins, Box, n8n and agent frameworks) connects services to sessions that the customer's own code drives. Sourcedocs.browserbase.com/platform/agents/how-it-worksread 2026-10-21 |
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Workflow Orchestration Ability to sequence, branch, retry, route, and combine deterministic workflow nodes with autonomous agent steps. |
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Bright Data Agent BrowserWorkflow Orchestration Agent Browser is browser runtime, so the customer's code or agent framework holds the task logic and drives sessions over CDP. Bright Data names no workflow model of its own. Multi step workflows and form interactions are use cases the customer scripts. Each session covers one domain, and switching domains needs a new session. SourceBright Data, docs.brightdata.com/products/scraping-browser/configuration and /introductionread 2026-10-06 |
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BrowserbaseWorkflow Orchestration An Agent run plans and executes multi step browser work, reusable Agents run one prompt across many inputs, and Functions host the customer's own scripts behind an API. Sequencing, branching and retries across runs live in the customer's code, and there is no workflow model. Sourcedocs.browserbase.com/platform/functions/overviewread 2026-10-21 |
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Triggers & Channel Coverage How agents wake up and where they work: schedules, webhooks, message events, CRM events, inbox events, chat, email, voice, and collaboration tools. |
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Bright Data Agent BrowserTriggers & Channel Coverage Sessions open when the customer's code connects to the CDP endpoint. Bright Data names no schedule or event trigger for the Browser API, and scheduled collection belongs to other Bright Data products. SourceBright Data, docs.brightdata.com/products/scraping-browser/introduction and /configurationread 2026-10-06 |
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BrowserbaseTriggers & Channel Coverage Runs and Functions start from the API, SDKs, the Browse CLI or the MCP server. To run a Function on a cron, the customer uses its own webhook, queue worker or scheduled job. Browserbase's webhooks are outbound notices, and Browserbase runs no schedule itself. Sourcedocs.browserbase.com/platform/webhooks/overviewread 2026-10-21 |
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| Knowledge & context | ||
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Knowledge Grounding & RAG Ability to ground agent behavior in company data through document ingestion, retrieval, external knowledge APIs, semantic search, or RAG layers. |
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Bright Data Agent BrowserKnowledge Grounding & RAG Pages are fetched and rendered at run time for the customer's code, including JavaScript heavy sites and dynamic content. Bright Data names no retrieval structure over the customer's knowledge for the Browser API. SourceBright Data, docs.brightdata.com/products/scraping-browser/introductionread 2026-10-06 |
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BrowserbaseKnowledge Grounding & RAG There is no retrieval over the customer's own knowledge. Search and Fetch read the public web at run time. Sourcedocs.browserbase.com/llms.txtread 2026-10-21 |
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Memory & State Persistence Ability to persist context across a run, conversation, workflow, user, team, or longer-term memory layer. |
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Bright Data Agent BrowserMemory & State Persistence Managed sessions control cookies, context and tabs within a session, which times out after 5 idle minutes or 60 minutes in all. Nothing persists across sessions for an agent to read. SourceBright Data, docs.brightdata.com/products/scraping-browser/configurationread 2026-10-06 |
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BrowserbaseMemory & State Persistence An Agent reads its memory of earlier steps within a run. Contexts keep cookies, local storage and cache across sessions, but that is saved browser state, and the Agent has no memory store it reads across runs. Sourcedocs.browserbase.com/platform/browser/core-features/contextsread 2026-10-21 |
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| Control & trust | ||
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Human Oversight & Guardrails Approval steps, consent checkpoints, escalation rules, structured guardrails, policy constraints, and pause/resume controls. |
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Bright Data Agent BrowserHuman Oversight & Guardrails CAPTCHAs, blocks and session recovery are handled automatically, and live inspection of a session is for debugging. Bright Data names no approval, takeover or guardrail mechanism. SourceBright Data, docs.brightdata.com/products/scraping-browser/configuration and /introductionread 2026-10-06 |
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BrowserbaseHuman Oversight & Guardrails A run given pauseWhen pauses when the stated condition arises, such as an approval or a verification code. It tells the customer what it needs and continues where it left off once they reply. Allowed Domains limits where sessions may browse. Sourcedocs.browserbase.com/platform/agents/pausing-runsread 2026-10-21 |
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Security, Identity & Governance RBAC, SSO, auditability, encryption, least-privilege tool access, compliance posture, and data handling policy. |
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Bright Data Agent BrowserSecurity, Identity & Governance SSO and audit logs come with the Enterprise plan, and each Browser API zone has its own username and password. Bright Data holds SOC 2, with the report available on contact, and offers a downloadable SOC 3 report. Its trust center also covers ISO 27701, GDPR, a CSA STAR registry listing and a PwC independent assurance report on its compliance and ethics controls. SourceBright Data, brightdata.com/trustcenter, /ai/agent-browser and docs.brightdata.com/products/scraping-browser/configurationread 2026-10-06 |
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BrowserbaseSecurity, Identity & Governance Organizations assign Admin, Contributor and Viewer roles, and the Scale plan adds SAML single sign on. Every plan has SOC 2 Type II, and HIPAA with a BAA, a DPA and third party penetration tests are available, with a trust center at trust.browserbase.com. Sourcedocs.browserbase.com/account/enterprise/securityread 2026-10-21 |
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Observability & Auditability Traces, logs, execution histories, metrics, audit events, and debugging detail for production agent behavior. |
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Bright Data Agent BrowserObservability & Auditability Each session returns an inspect URL to watch it live in DevTools, and the Enterprise plan adds account audit logs. Bright Data names no recorded run trace of what a session did. SourceBright Data, docs.brightdata.com/products/scraping-browser/configuration and brightdata.com/ai/agent-browserread 2026-10-06 |
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BrowserbaseObservability & Auditability Each Agent run keeps a chronological message transcript of what the Agent did. Every session has live view, session replay and downloadable recordings. Logs are kept for 7 to 30 or more days depending on plan, and logging can be turned off. Sourcedocs.browserbase.com/platform/browser/observability/observabilityread 2026-10-21 |
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Deployment & Data Residency Deployment modes and options, including SaaS, dedicated cloud, VPC, on-prem, hybrid, local runtime, and self-hosting. |
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Bright Data Agent BrowserDeployment & Data Residency Sessions run on Bright Data's cloud, which handles 1M+ concurrent sessions by its own count. Customers can choose the country, city, state or ASN a session appears from, across 400M+ IPs in 195 countries. That choice sets proxy geolocation, not where data is processed or stored. Bright Data names no region, VPC or self hosted option. SourceBright Data, brightdata.com/ai/agent-browserread 2026-10-06 |
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BrowserbaseDeployment & Data Residency The Sessions API takes a region parameter, and data residency is configurable across US, EU and Asia regions. Enterprise accounts get zero data retention and bring your own storage. The service is hosted only. Sourcedocs.browserbase.com/optimizations/latency/multi-regionread 2026-10-21 |
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| Solution readiness | ||
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Prebuilt Agents, Templates & Packs Ready-made workflows, packaged employees, templates, blueprints, industry solutions, and role-specific agents that reduce time-to-value. |
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Bright Data Agent BrowserPrebuilt Agents, Templates & Packs The Browser API ships code examples for Puppeteer, Playwright and Selenium but no prebuilt agents or templates. The 1,300+ pre built scrapers belong to the Web Scraper API, a different Bright Data product. Usage is priced by data, from $8 per GB pay as you go down to $5 per GB, with monthly plans from $499 with 71 GB included to $1,999 with 399 GB. SourceBright Data, brightdata.com/ai/agent-browser and docs.brightdata.com/products/scraping-browser/configuration; brightdata.com/llms.txtread 2026-10-06 |
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BrowserbasePrebuilt Agents, Templates & Packs The Agents examples are worked task recipes (KYC checks, price monitoring, many portals) that the customer writes into its own Agent, and Skills teach coding agents to use Browserbase. There are no packaged agents or templates to adopt. Sourcedocs.browserbase.com/platform/agents/examplesread 2026-10-21 |
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| Platform extensibility | ||
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Model Flexibility & Routing Ability to work across multiple foundation models, route tasks to different models, or let buyers bring their own providers and keys. |
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Bright Data Agent BrowserModel Flexibility & Routing No model is part of the Browser API. The customer's own agent and model drive the sessions through the API or MCP. SourceBright Data, docs.brightdata.com/products/scraping-browser/introduction and brightdata.com/ai/agent-browserread 2026-10-06 |
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BrowserbaseModel Flexibility & Routing Model Gateway lets a customer pick OpenAI, Anthropic or Google models by name on a Browserbase API key, and enterprise security includes bring your own LLM. Browserbase Agents themselves take no model setting, and the gateway is used through the Stagehand SDK. Sourcedocs.browserbase.com/platform/model-gateway/overviewread 2026-10-21 |
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APIs, SDKs & MCP Extensibility Composability layer: stable APIs, SDKs, MCP tool consumption/serving, custom tools, and integration into internal systems. |
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Bright Data Agent BrowserAPIs, SDKs & MCP Extensibility Sessions are driven over a CDP WebSocket endpoint at brd.superproxy.io, port 9222 for Puppeteer and Playwright and 9515 for Selenium, with zone credentials and examples in JavaScript, Python and C#. Zones are created in the control panel or by API, and the free Bright Data MCP server connects MCP clients to browsing and extraction. SourceBright Data, docs.brightdata.com/products/scraping-browser/configuration and brightdata.com/ai/agent-browserread 2026-10-06 |
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BrowserbaseAPIs, SDKs & MCP Extensibility A REST API covers sessions, contexts, Agents, Functions, Fetch and Search, with Node.js and Python SDKs, the Browse CLI and a Browserbase MCP server. Sourcedocs.browserbase.com/reference/introductionread 2026-10-21 |
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Testing, Debugging & Optimization Testing, debugging, scoring, retries, fallbacks, quality gates, and optimization loops for improving agent workflows before and after deployment. |
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Bright Data Agent BrowserTesting, Debugging & Optimization Live DevTools inspection of a session and a list of error codes support debugging, and the session prints its inspect URL as it runs. Bright Data names no test cases, harness or quality gate. SourceBright Data, docs.brightdata.com/products/scraping-browser/configurationread 2026-10-06 |
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BrowserbaseTesting, Debugging & Optimization The Optimize tool analyzes completed Agent runs and proposes a system prompt change to run again. Each Agent tracks completion, fail and timeout rates and average duration over its run history, so the deployed Agent can be improved from one run to the next. Sourcedocs.browserbase.com/platform/agents/optimizing-agentsread 2026-10-21 |
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| Specialist automation | ||
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Browser & Computer Use Browser, desktop, or remote/local computer control for workflows that cannot be handled through stable APIs alone. |
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Bright Data Agent BrowserBrowser & Computer Use Bright Data runs headful Chromium browsers in its cloud, which developers experience as headless through an API or MCP, and agents drive them to navigate, click, scroll and interact, with fingerprinting, CAPTCHA solving, retries and IP rotation handled inside the session. By its own count, Bright Data supports 1M+ concurrent sessions, with 400M+ actions performed daily. SourceBright Data, brightdata.com/ai/agent-browserread 2026-10-06 |
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BrowserbaseBrowser & Computer Use Browserbase runs hosted Chromium browsers, one per VM, which agents and Playwright, Puppeteer or Selenium code drive, with stealth, CAPTCHA solving, proxies and live view. Browserbase Agents browse, click, type and extract on the web in their own session. Sourcedocs.browserbase.com/platform/agents/overviewread 2026-10-21 |
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Pricing snapshot
Sourced from the Index pricing dataset · open each vendor's profile for full detail.
| Pricing | B Bright Data Agent Browser |
B Browserbase |
|---|---|---|
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Entry price Lowest public entry point |
Free tier (1 GB a month on the Browser API pricing page); pay as you go $8 a GB; Scale $499 a month with 71 GB; Enterprise custom | From $20 a month (Developer) · free tier |
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Pricing confidence How public the numbers are |
Public, exact | Public, partial |
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Billing Primary billing axis |
not captured | Hybrid. A monthly plan fee includes allocations of browser hours, proxy bandwidth and API calls, and usage past them is metered. |
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Variable cost Workload / overage exposure |
Medium variable cost | High variable cost |
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Free tier / trial Try before you buy |
Free tier
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Free tier
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Buying motion Self-serve vs sales call |
Mixed | Mixed |
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Pricing verified When this pricing was last checked |
Product updates
Newest first, each linked to its source.
Bright Data Agent Browser
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· Browser/computer use
Version 3.1.0 of the Bright Data MCP server turns every tool on by default, so the Agent Browser tools no longer need to be enabled separately.
Source
Browserbase
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· Human approval / guardrails
Agents running in Browserbase can now sign in to websites through 1Password Agentic Autofill, added through the Browserbase extension system.
Source -
· Browser/computer use
Stagehand 4.2 adds page.onToolsAdded() and page.onToolsRemoved() so browser agents can react as websites expose or withdraw WebMCP tools during a session.
Source -
· Security / enterprise
Secrets are now generally available in Browserbase Functions, so credentials and API keys are stored in Browserbase, attached to specific functions and read at run time instead of being written into code.
Source
Rotating residential IP pools and automated CAPTCHA solving are designed to bypass a site's access controls. Check the target site's terms of service and your own legal position before deploying that pattern, and note that the compliance obligation sits with you rather than with the vendor.
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