Comparison
How Driftstack compares.
Driftstack and the platforms below all give code or humans a remote browser session. The difference is in which browser, how fingerprints are produced, and what shows up on the invoice.
Each row in the table below is a category-level fact pulled from each vendor's own marketing — not a benchmark, not a value judgement. Pick whichever fits your workload; Driftstack is the right answer for a specific shape of problem, and we name where it isn't.
The Fingerprint posture row is the one that flips most detection-decisions. Driftstack returns canvas + WebGL hashes that match the real-iPhone population; every other vendor below returns unique-per-session hashes that flag the visitor as synthetic. Signal-by-signal methodology at /trust/cumulative-rig.
| Feature | Driftstack | Browserless | Bright Data | ScrapingBee | Browserbase |
|---|---|---|---|---|---|
| Browser engine | Apple WebKit (C++ source-level fork) | Chromium / Chrome | Chromium-based scraping browser | Chromium (Puppeteer) | Chromium / Stagehand |
| Primary device target | iPhone 15 Pro / 16 Pro / 17 family · iOS 18.7 · Safari 26.4-26.5 | Desktop Chrome | Desktop + mobile UA simulation | Desktop Chrome | Desktop Chrome |
| Stealth approach | Source-level — no JS-runtime patches | Stealth plugins (puppeteer-extra) | Proprietary anti-detection layer | Stealth headers + rotating proxies | Stealth bundles + AI-assisted |
| Fingerprint posture | Canvas + WebGL hash matches real-iPhone population | Configurable per session (unique-per-session hashes) | Real-device fingerprint pool (rotated) | Auto-rotated UA + headers | Per-session profiles (unique-per-session) |
| Pricing model | Per concurrent session, hours unmetered | Per browser-hour + per-unit | Per GB + per request | Per API call (request credits) | Per browser-hour |
| Session metering surprises | None — flat within concurrent cap | Idle browser hours billable | GB egress can spike | Hard JS pages cost more credits | Idle browser hours billable |
| Customer-controlled proxies | SOCKS5 (UDP/QUIC/WebRTC) + OpenVPN + WireGuard, per profile | Per-session HTTP/HTTPS proxy config | Their proxy network is the product | Bundled (their pool) | Per-session HTTP/HTTPS proxy config |
| Data residency | EU-only compute + storage | US / EU regions | Global; configurable per plan | US default | US / EU regions |
| GUI for human operators | Yes — Tauri client, Manual ladder | API-first (no GUI) | Browser product + dashboard | API-first (no GUI) | Replay viewer + dashboard |
| SDK languages | TypeScript · Python · Go | Any (REST + Puppeteer) | Any (REST + scraping browser) | Any (REST) | TypeScript · Python |
| Self-hosted option | Yes — three SKUs, source escrow | Yes — open-source core | No | No | No |
| Trial path | Free tier · 1 profile · manual · perpetual | Free tier with usage cap | Free trial with credit | 1,000 free credits | Free credits on signup |
Last reviewed 2026-05-10. If a competitor row drifts from current public marketing, mail [email protected] and we'll update.
Side-by-side
When each is the right answer.
We name the workload each platform fits. If yours doesn't match Driftstack, we'd rather you find the right tool than buy the wrong one and churn.
Driftstack vs Browserless
Browserless is the canonical "Chrome-as-a-service" platform — Puppeteer / Playwright over a hosted browser pool, REST and WebSocket APIs, open-source self-hosted core. Pick Browserless when the target site renders fine on desktop Chrome and you don't need iOS-specific signals.
Pick Driftstack when the target reads
navigator.userAgent,
User-Agent-Client-Hints,
Touch events, Core Text font metrics, or any other iOS-specific
primitive — and a Chromium-flavored answer would mismatch a real
iPhone visitor.
Pricing shape
Browserless meters browser-hours plus per-unit operations. Idle browsers count. Driftstack meters concurrent caps; idle is free within your cap.
Driftstack vs Bright Data
Bright Data's core asset is its proxy network — residential, ISP, mobile, datacenter pools at large scale. The Scraping Browser is a Chromium-derived product layered on top. Pick Bright Data when the unlock you need is which IP the request comes from, not which browser engine renders the page.
Pick Driftstack when the unlock you need is the engine — iPhone WebKit returning iOS-shaped fingerprints. Bring your own proxy network or use SOCKS5 / OpenVPN / WireGuard to whatever IP pool you've already paid for. We don't sell proxies; we don't mark up egress.
Pricing shape
Bright Data bills per GB transferred + per request on most products. Driftstack bills concurrent caps; bandwidth is customer-egress, so it doesn't appear on our invoice at all.
Driftstack vs ScrapingBee
ScrapingBee's API surface is the simplest of any vendor in this list — POST a URL, get HTML or extracted data back. Stealth headers and proxy rotation are bundled. Pick ScrapingBee when the workload is fetch-this-page-give-me-the-DOM and you don't need to interact with the page after rendering.
Pick Driftstack when the workload is interactive — multi-step checkouts, form fills, modal navigation, login state across many requests, profile-bound cookie persistence — and the engine needs to be iPhone Safari, not generic Chromium.
Pricing shape
ScrapingBee bills per API call with cost multipliers for hard pages (premium proxies, JS rendering). Predictable per-fetch. Driftstack bills concurrent caps regardless of how many actions run inside each session.
Driftstack vs Browserbase
Browserbase is a managed Chromium platform optimized for AI agent workloads — Stagehand integration, replay viewer for debugging agent runs, observability tuned to LLM-driven sessions. Pick Browserbase when your agent stack is built around Chromium primitives and your target sites accept desktop Chrome.
Pick Driftstack when the agent needs to look like a real iPhone visitor — same engine, same fingerprints, same touch events, same Core Text rendering. Our optional AI-agent feature works against the same WebKit engine your code drives manually; no Chromium fallback under the hood.
Pricing shape
Browserbase bills browser-hours; idle counts. Driftstack bills concurrent caps; idle within the cap is free. Bring-your-own Anthropic key is supported — no LLM proxy markup unless you explicitly opt into bundled.
Where Driftstack isn't the fit
When to pick something else.
Desktop-only targets
If your target site is a B2B dashboard or an internal tool that only desktop users hit, an iPhone fingerprint adds zero unlock and may attract attention. Browserless or Browserbase are the cleaner picks.
Pure HTML scraping
"Fetch URL, extract data, never interact" is exactly the workload ScrapingBee and similar API-first scrapers price for. Driftstack costs more per fetch in that shape because you're paying for engine fidelity you don't need.
IP-pool-as-product
If the unlock is residential / mobile / ISP IPs at scale and the engine is interchangeable, Bright Data or a dedicated proxy vendor will outprice us. Driftstack expects you to bring your own egress.
Try it
Free tier — one profile, manual, perpetual.
The free tier is the simplest way to verify whether the iPhone engine difference matters for your workload. If the answer is no, the comparison above will help you pick the right alternative.