Bright Data Alternatives: When to Switch
Stay on Bright Data when you still need proxy or unlocker infrastructure and the published GB or per-IP math fits. Switch when you wanted a different billing shape (Oxylabs’ shared credit subscription), a scrape API (ScraperAPI, ZenRows, ScrapingBee), an actor platform (Apify), or a hosted LLM context API (Firecrawl).
- Stay, official residential rates checked November 6, 2026: PAYG $8/GB list, $4.00/GB with coupon RESIGB50; committed rows $499 / 141 GB, $999 / 332 GB, $1,999 / 798 GB.
- The pairwise billing comparison with Oxylabs lives on Bright Data vs Oxylabs — this page is the wider landscape.
By Unfair Advantage · Updated November 6, 2026. Related: Bright Data review · Bright Data pricing · Bright Data vs Oxylabs.
1. When to stay — and when to leave
You already know Bright Data exists. This page maps leave paths. It does not replace the review, the pricing calculator, or the Oxylabs duel.
Stay when…
- The job is still residential, ISP, datacenter, or unlocker infrastructure.
- You can complete KYC for Residential/Mobile, or you are on Unlocker (FAQ: no KYC).
- PAYG or a committed GB row matches measured bandwidth.
Leave when…
- You want one subscription whose credits span search, scrape, and proxies — compare Oxylabs.
- You actually needed a scrape-credit API or Markdown-for-agents or store actors.
Prices below are from official pages checked November 6, 2026. Firecrawl links are affiliate links. Other vendors have no live button here.
2. Job matrix
| Job | Look at |
|---|---|
| Proxy / unlocker infrastructure, GB or per-IP billing | Bright Data |
| Shared credit subscription across search, scrape, and proxies | Oxylabs — Bright Data vs Oxylabs |
| Classic scrape API | ScraperAPI, ZenRows, or ScrapingBee |
| Actors and a store | Apify |
| Hosted Markdown / JSON for agents | Firecrawl |
| Crawler you run yourself | Crawl4AI self-host |
3. Staying on Bright Data
Stay if the constraint is still infrastructure. False alarms: a $4/GB offer disappearing (budget the $8 list rate and treat RESIGB50 as an offer); a 20 GB month feeling “expensive” on a $499 row (that is a PAYG question, on Bright Data pricing); KYC delaying Residential (the FAQ’s Unlocker path exists for a reason).
4. The main leave paths
Oxylabs — shared credit subscription
Official pricing: Welcome credit $5 toward any product; Starter $15/month, Basic $100, Flexible $500, Enterprise from $2,500 (VAT may apply). One balance spans Web API search/scrape, proxies, Web Unblocker, and Agent Browser. Residential rates on that table: $6/GB on the welcome and Starter columns (up to 0.8 GB and 2 GB), $5/GB on Basic (up to 20 GB), $4/GB on Flexible (up to 125 GB), $2.5/GB on Enterprise (1K+ GB). Web Unblocker starts at $7.2/GB on the lower columns. Unused credits expire at cycle end except when you upgrade. This is a billing-shape leave path, detailed on Bright Data vs Oxylabs.
ScraperAPI, ZenRows, ScrapingBee — scrape APIs
Leave here if you wanted credit packs for HTML, not GB of proxy traffic. ScraperAPI Hobby $49 / 100,000 credits (Google 25, LinkedIn 30, JS included). ZenRows Build from $19 / 45,000 credits (JS 5, protected 25). ScrapingBee Hobby $19 / 75,000 credits (JS 5). See those reviews rather than stretching a proxy invoice to impersonate a scrape API.
Apify — actors
Free $0 / $5 usage; Starter $19 / $19 included. Compute units and pay-per-event actor prices, not GB of residential. See Apify review.
Firecrawl — LLM context
Free $0 / 1,000 credits; Hobby $19 or $16 annual display / 5,000; Standard $99 or $83 / 100,000. JSON scrape = 5 credits. Only a leave path if the job became “Markdown or structured data for an agent.” See Firecrawl review.
Crawl4AI — self-host
Apache-2.0 crawler you run yourself. Cloud (soft launch) from $10/month for 10,000 credits. See Firecrawl vs Crawl4AI.
5. Pitfalls when you switch
- Moving to a scrape API because KYC felt slow, then rediscovering you still need residential IPs.
- Picking Oxylabs only because Starter is $15, without mapping those credits onto residential GB at $6/GB (Starter’s published column holds up to 2 GB).
- Treating Bright Data’s $4/GB offer as a permanent list price in the comparison spreadsheet.
- Switching to Firecrawl or Apify when the unsolved problem was still “I need IPs.”
6. Decision
| Constraint | Do this |
|---|---|
| Infrastructure job, GB math still fits | Stay. Recalculate PAYG vs a committed row. |
| You want shared credits across search/scrape/proxies | Evaluate Oxylabs |
| You need a scrape API | Evaluate ScraperAPI, ZenRows, or ScrapingBee |
| You need actors | Evaluate Apify |
| You need hosted LLM context | Evaluate Firecrawl |
| The crawler must stay on your machines | Evaluate Crawl4AI self-host |
Switch when the job changed, not when a coupon or a KYC queue had a bad week.
7. FAQ
What is the best Bright Data alternative?
Oxylabs if you want the same category with a shared credit subscription. A scrape API, Apify, or Firecrawl if the category itself is wrong.
Is Oxylabs cheaper?
Not as a headline. Oxylabs Starter is $15 with residential at $6/GB up to 2 GB. Bright Data PAYG is $8 list / $4.00 offer per GB with no inclusion cap of that kind. Compare a named GB number on the vs page.
Do you earn a commission on these alternatives?
Firecrawl links may earn a commission. Other tools have hidden placeholders only.
8. Sources
- Bright Data official proxy-network pricing page and FAQ (checked November 6, 2026)
- Oxylabs official pricing page and credit-billing docs (checked November 6, 2026)
- ScraperAPI, ZenRows, ScrapingBee, Apify, and Firecrawl official pricing pages (checked November 6, 2026)
- Crawl4AI official docs and cloud plans (checked November 6, 2026)