Head to head

Bright Data vs FullEnrich

As a data enrichment API, Bright Data rates higher on the APIbenchmarks Index, 80.3 to 72.5, a 7.8-point gap. Here is how they compare on each criterion.

Bright Data logo
Bright Data
Bright Data
B
80.3ABI / 100

Bulk public people and company datasets for data teams

FullEnrich logo
FullEnrich
FullEnrich
C
72.5ABI / 100

Waterfall email and mobile enrichment

Criterion by criterion

CriterionBright DataFullEnrich
Documentation & DX
82
80
Reliability
80
66
Ecosystem & SDKs
82
64
Accessibility
76
80
APIbenchmarks Index80.372.5

Specifications

Bright DataFullEnrich
Best forBulk public people and company datasets for data teamsWaterfall email and mobile enrichment
Free tierFree dataset samples; new-account credits (unconfirmed for datasets)50 free trial credits, no card
PricingPer 1,000 records ($2.50 CPM), plans/commitsPer successful result (email 1, mobile 10)
Official SDKs5 languages5 languages

Is Bright Data better than FullEnrich?

On the APIbenchmarks Index, Bright Data rates higher (80.3 vs 72.5). It leads on the four weighted criteria, but price is reported separately, so the best choice still depends on your budget.

Verdict in one line

Bright Data leads by 7.8 points (80.3 vs 72.5) and wins 3 of 4 criteria; FullEnrich wins 1.

Winner by criterion

CriterionBright Data logoBright DataFullEnrich logoFullEnrichWinner
Documentation & DX8280Bright Data logoBright Data
Reliability8066Bright Data logoBright Data
Ecosystem & SDKs8264Bright Data logoBright Data
Accessibility7680FullEnrich logoFullEnrich
Bright Data vs FullEnrich API comparison: ABI 80.3 vs 72.5; documentation & dx 82 vs 80, reliability 80 vs 66, ecosystem & sdks 82 vs 64, accessibility 76 vs 80.
Bright Data vs FullEnrich API comparison: ABI 80.3 vs 72.5; documentation & dx 82 vs 80, reliability 80 vs 66, ecosystem & sdks 82 vs 64, accessibility 76 vs 80.

Choose Bright Data if… / choose FullEnrich if…

Bright Data logoChoose Bright Data if
  • →documentation & dx matters most to you (82 vs 80)
  • →reliability matters most to you (80 vs 66)
  • →ecosystem & sdks matters most to you (82 vs 64)
  • →your use case matches its focus: bulk public people and company datasets for data teams
FullEnrich logoChoose FullEnrich if
  • →accessibility matters most to you (80 vs 76)
  • →your use case matches its focus: waterfall email and mobile enrichment

Pricing side by side

Bright Data logoBright Data
Model
Per 1,000 records ($2.50 CPM), plans/commits
Free tier
Free dataset samples; new-account credits (unconfirmed for datasets)
  • Dataset Marketplace (one-time)$250 for 100K records
  • Dataset subscriptionDiscounted refresh
  • Scraper API (pay-as-you-go)About $1.50 per 1,000 records
  • EnterpriseCustom
FullEnrich logoFullEnrich
Model
Per successful result (email 1, mobile 10)
Free tier
50 free trial credits, no card
  • Free trial$0
  • Starter / ProAbout $29-$55/mo (third-party figures)
  • EnterpriseCustom

Vendor-published pricing, verified 2026-10-07 (Bright Data) and 2026-10-07 (FullEnrich).

SDK and language coverage

Both · 2
REST APIMCP server (remote, OAuth)
Only Bright Data · 3
Python (brightdata-sdk)JavaScript SDKSnowflake / S3 / GCS delivery
Only FullEnrich · 3
OpenAPI specsZapier, Make, n8n, Clay, HubSpot integrationsNo official SDKs found

Strengths and weaknesses

Bright Data logoBright Data
  • +Self-serve Search (sync, up to 1,000 records) and Filter (async snapshots) APIs
  • +Published $2.50 per 1,000 records with no charge for zero-match queries
  • +669M+ LinkedIn people profiles plus company and jobs datasets
  • –Public profile fields only; no verified emails or direct dials by default
  • –No free API tier for datasets; $250 minimum for 100K-record packages
  • –Enrichment emails/phones depend on a third-party partner
FullEnrich logoFullEnrich
  • +Waterfall across 20+ providers with success-based billing
  • +Webhook delivery recommended, plus polling for results
  • +v1 and v2 OpenAPI specs and an llms.txt docs index
  • –No official SDKs found
  • –Mobile reveals cost 10 credits and personal emails 3
  • –Enrichment-only: no signals, outreach or native CRM breadth

Bright Data vs FullEnrich: questions

Which has better documentation, Bright Data or FullEnrich?
Bright Data scores higher on documentation and developer experience: 82 vs 80 out of 100.
Which is more reliable, Bright Data or FullEnrich?
Bright Data scores higher on reliability: 80 vs 66 out of 100.
Do Bright Data and FullEnrich have a free tier?
Bright Data: yes (Free dataset samples; new-account credits (unconfirmed for datasets)). FullEnrich: yes (50 free trial credits, no card).
How are Bright Data and FullEnrich priced?
Bright Data: Per 1,000 records ($2.50 CPM), plans/commits. FullEnrich: Per successful result (email 1, mobile 10).
Which has more official SDKs?
Both list 5 official SDKs.

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