Guides
Playwright proxy configuration/guides/playwright-proxyFixing 403 errors when scraping/guides/scraping-403Handling 429 rate limits/guides/scraping-429Python rotating proxies/guides/python-rotating-proxyMCP web scraping setup/guides/mcp-web-scraping
Use cases
Best API for Playwright/use-cases/playwrightWeb access for AI agents/use-cases/ai-agent
Providers
Bright Data/providers/bright-dataZenRows/providers/zenrowsOxylabs/providers/oxylabsApify/providers/apifyDecodo/providers/decodoScraperAPI/providers/scraperapi
Comparisons
Bright Data vs Oxylabs/compare/bright-data-vs-oxylabsZenRows vs ScraperAPI/compare/zenrows-vs-scraperapiBright Data + Playwright vs ZenRows + Playwright/compare/bright-data-vs-zenrows?workload=playwright
Benchmarks
Browser API benchmark · 30D/benchmarks/browser-apiScraping API benchmark · 30D/benchmarks/scraping-api

Apify vs Bright Data

Apify vs Bright Data

vs
Sample tested 14 min ago· n = 1,284· Tokyo· hourly · fixed demo clockMethodology →
vs
Independent measurementDemo dataFetchGauge probes · self-funded accounts · no vendor-supplied dataMethodology v2.3
Last tested
14 min ago · hourly
Sample size
n = 1,284 / run · 924,480 / 30D
Region
Tokyo (ap-northeast-1)
Test type
Scraping API · identical target list
Configuration
JS off · 50 conc · 30s timeout · 3 retries
Targets
50 e-commerce domains
Simulated protocol · all figures and freshness timestamps are fixtures, not real measurements.

Winner by workload · from stored runs

Large-scale scraping

Bright Data

95.7%vs98.4%
Higher success rate; concurrency 32 / Unlimited
Low latency

Bright Data

2.10svs1.42s
680 ms difference at p50
Cost-sensitive

Apify

$1.25vs$2.85
126.9% gap per successful request
Small project

Apify

$49vs$499
Lowest committed plan
MetricApifyBright DataDifference · A / B
Performance
Success rate95.7%98.4%Bright Data +2.7 pt
p50 latency2.10s1.42sBright Data 680 ms faster
p95 latency5.20s3.90sBright Data 1300 ms faster
Error rate4.3%1.6%Bright Data · 2.7% lower
Reliability score8192Bright Data +11
Stability σ 30d1.2%0.4%Bright Data · 0.8% lower
Cost
List price / 1k requests$1.20$2.80Apify · $1.60 lower
Cost / 1k successful$1.25$2.85126.9% gap
Minimum monthly plan$49$499Apify · $450 lower
JS rendering surcharge3.0×2.2×Bright Data · 0.8× lower
Coverage
Countries150195Bright Data · 45 higher
Concurrency32UnlimitedHigher concurrency shown in bold
JS renderingYesYesSame sample capability
Browser API (CDP)YesYesSame sample capability
Developer
API / SDKsNot specifiedNot specifiedNot available in the canonical dataset
MCP serverYesYesSame sample capability
Structured extractionYesYesSame sample capability
Docs qualityNot specifiedNot specifiedNot available in the canonical dataset
Support
SLANot specifiedNot specifiedNot available in the canonical dataset
Support channelsNot specifiedNot specifiedNot available in the canonical dataset
Bold = better between A and B. Cost / 1k ok = list price ÷ sample success rate.Methodology →

Performance

Success rate
95.7%98.4%
Bright Data +2.7 pt
p50 latency
2.10s1.42s
Bright Data 680 ms faster
p95 latency
5.20s3.90s
Bright Data 1300 ms faster
Stability σ 30d
1.2%0.4%
Bright Data · 0.8% lower

Cost

Cost / 1k successful
$1.25$2.85
126.9% gap
Minimum monthly plan
$49$499
Apify · $450 lower
JS rendering surcharge
3.0×2.2×
Bright Data · 0.8× lower

Coverage

Concurrency
32Unlimited
Higher concurrency shown in bold
JS rendering
YesYes
Same sample capability
Browser API (CDP)
YesYes
Same sample capability

Developer

MCP server
YesYes
Same sample capability
Structured extraction
YesYes
Same sample capability

Support

SLA
Not specifiedNot specified
Not available in the canonical dataset
Success rate · 30D
30 stored run(s) oldest demo-scraping-api-060 · started 2026-08-11T11:40:00+00:00 · finished 2026-08-11T11:46:00+00:00 newest demo-scraping-api-136 · started 2026-09-10T11:40:00+00:00 · finished 2026-09-10T11:46:00+00:00100%97%94%30 stored run(s) oldest demo-scraping-api-060 · started 2026-08-11T11:40:00+00:00 · finished 2026-08-11T11:46:00+00:00 newest demo-scraping-api-136 · started 2026-09-10T11:40:00+00:00 · finished 2026-09-10T11:46:00+00:00100%97%94%
p50 latency · 30Dseconds
30 stored run(s) oldest demo-scraping-api-060 · started 2026-08-11T11:40:00+00:00 · finished 2026-08-11T11:46:00+00:00 newest demo-scraping-api-136 · started 2026-09-10T11:40:00+00:00 · finished 2026-09-10T11:46:00+00:003.0s1.5s0.0s30 stored run(s) oldest demo-scraping-api-060 · started 2026-08-11T11:40:00+00:00 · finished 2026-08-11T11:46:00+00:00 newest demo-scraping-api-136 · started 2026-09-10T11:40:00+00:00 · finished 2026-09-10T11:46:00+00:003.0s1.5s0.0s

Region and workload labels describe the sample scenario. JS-heavy applies the canonical JS penalty. Unspecified capabilities have no winner.

Affiliate links · disclosure. Never affect scores.