Head to head
Bright Data vs Clay
As a data enrichment API, Bright Data rates higher on the APIbenchmarks Index, 80.3 to 66.9, a 13.4-point gap. Here is how they compare on each criterion.
Criterion by criterion
| Criterion | Bright Data | Clay |
|---|---|---|
| Documentation & DX | ||
| Reliability | ||
| Ecosystem & SDKs | ||
| Accessibility | ||
| APIbenchmarks Index | 80.3 | 66.9 |
Specifications
| Bright Data | Clay | |
|---|---|---|
| Best for | Bulk public people and company datasets for data teams | Multi-provider enrichment orchestration |
| Free tier | Free dataset samples; new-account credits (unconfirmed for datasets) | Free plan with limited credits (no card) |
| Pricing | Per 1,000 records ($2.50 CPM), plans/commits | Data Credits + Actions |
| Official SDKs | 5 languages | 1 languages |
Is Bright Data better than Clay?
On the APIbenchmarks Index, Bright Data rates higher (80.3 vs 66.9). 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 13.4 points (80.3 vs 66.9) and wins 4 of 4 criteria.
Winner by criterion
| Criterion | Winner | ||
|---|---|---|---|
| Documentation & DX | 82 | 65 | |
| Reliability | 80 | 75 | |
| Ecosystem & SDKs | 82 | 60 | |
| Accessibility | 76 | 68 |
Choose Bright Data if… / choose Clay if…
- →documentation & dx matters most to you (82 vs 65)
- →reliability matters most to you (80 vs 75)
- →ecosystem & sdks matters most to you (82 vs 60)
- →accessibility matters most to you (76 vs 68)
- →you need broad SDK coverage (5 official SDKs vs 1)
- →your use case matches its focus: bulk public people and company datasets for data teams
- →your use case matches its focus: multi-provider enrichment orchestration
Pricing side by side
- 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
- Model
- Data Credits + Actions
- Free tier
- Free plan with limited credits (no card)
- Free$0/mo
- Launchfrom ~$167–185/mo (annual)
- Growthfrom ~$446–495/mo (annual)
- EnterpriseCustom (annual commitment, ~$30k/yr+ typical)
Vendor-published pricing, verified 2026-10-07 (Bright Data) and 2026-06-27 (Clay).
SDK and language coverage
Both · 0
None
Only Bright Data · 5
Python (brightdata-sdk)JavaScript SDKREST APIMCP server (remote, OAuth)Snowflake / S3 / GCS delivery
Only Clay · 1
No official client SDK libraries published; integration is via HTTP API node, webhooks, and native CRM connectors
Strengths and weaknesses
- +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
- +Waterfall enrichment chains 150+ data providers under one subscription, materially raising email/firmographic match rates versus any single source
- +Combines enrichment, AI web research (Claygent), and signal monitoring (funding, hiring, job changes, tech installs) in one platform
- +Spreadsheet-style table UI plus Clay University make complex multi-step enrichment accessible without code
- –Dual credit/action model causes fast, hard-to-predict credit burn; auto-recharge billing reportedly fires without advance warning
- –Steep learning curve, reviewers cite hours in week one and 2–3 weeks before workflows are reliable
- –Phone/mobile number coverage is weak (~30–35% match rate)
Bright Data vs Clay: questions
- Which has better documentation, Bright Data or Clay?
- Bright Data scores higher on documentation and developer experience: 82 vs 65 out of 100.
- Which is more reliable, Bright Data or Clay?
- Bright Data scores higher on reliability: 80 vs 75 out of 100.
- Do Bright Data and Clay have a free tier?
- Bright Data: yes (Free dataset samples; new-account credits (unconfirmed for datasets)). Clay: yes (Free plan with limited credits (no card)).
- How are Bright Data and Clay priced?
- Bright Data: Per 1,000 records ($2.50 CPM), plans/commits. Clay: Data Credits + Actions.
- Which has more official SDKs?
- Bright Data lists 5 official SDKs, Clay lists 1.