Head to head
Bright Data vs Fiber
As a data enrichment API, Bright Data rates higher on the APIbenchmarks Index, 80.3 to 69.9, a 10.4-point gap. Here is how they compare on each criterion.
Criterion by criterion
| Criterion | Bright Data | Fiber |
|---|---|---|
| Documentation & DX | ||
| Reliability | ||
| Ecosystem & SDKs | ||
| Accessibility | ||
| APIbenchmarks Index | 80.3 | 69.9 |
Specifications
| Bright Data | Fiber | |
|---|---|---|
| Best for | Bulk public people and company datasets for data teams | Agent-native sales and recruiting data pipelines |
| Free tier | Free dataset samples; new-account credits (unconfirmed for datasets) | No |
| Pricing | Per 1,000 records ($2.50 CPM), plans/commits | Credit-based ($0.02/credit) on monthly plans |
| Official SDKs | 5 languages | 5 languages |
Is Bright Data better than Fiber?
On the APIbenchmarks Index, Bright Data rates higher (80.3 vs 69.9). 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 10.4 points (80.3 vs 69.9) and wins 4 of 4 criteria.
Winner by criterion
| Criterion | Winner | ||
|---|---|---|---|
| Documentation & DX | 82 | 80 | |
| Reliability | 80 | 60 | |
| Ecosystem & SDKs | 82 | 74 | |
| Accessibility | 76 | 62 |
Choose Bright Data if… / choose Fiber if…
- →documentation & dx matters most to you (82 vs 80)
- →reliability matters most to you (80 vs 60)
- →ecosystem & sdks matters most to you (82 vs 74)
- →accessibility matters most to you (76 vs 62)
- →you want a free tier to start (Free dataset samples; new-account credits (unconfirmed for datasets))
- →your use case matches its focus: bulk public people and company datasets for data teams
- →your use case matches its focus: agent-native sales and recruiting data pipelines
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
- Credit-based ($0.02/credit) on monthly plans
- Free tier
- No
- Prospector$300/mo
- Growth$900/mo
- Enterprise$2,400/mo
- Bulk / datasetsFrom $1,000/mo (datasets)
- Trial$0 for 7 days
Vendor-published pricing, verified 2026-10-07 (Bright Data) and 2026-10-07 (Fiber).
SDK and language coverage
Both · 1
Python (brightdata-sdk)
Only Bright Data · 4
JavaScript SDKREST APIMCP server (remote, OAuth)Snowflake / S3 / GCS delivery
Only Fiber · 4
Node.js / TypeScript (@fiberai/sdk)REST API and OpenAPIMCP servers (v3 OAuth, v2, lite)First-party coding-agent plugin
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
- +Official Node (@fiberai/sdk) and Python (fiberai) SDKs
- +Three MCP servers (v3 OAuth, v2 API key, lite) and a first-party plugin
- +Agent-native docs: per-operation markdown, llms.txt and openapi.json
- –No free tier; entry plan $300/month
- –Trial requirements conflict between homepage and pricing page
- –No confirmed official status page or SLA
Bright Data vs Fiber: questions
- Which has better documentation, Bright Data or Fiber?
- Bright Data scores higher on documentation and developer experience: 82 vs 80 out of 100.
- Which is more reliable, Bright Data or Fiber?
- Bright Data scores higher on reliability: 80 vs 60 out of 100.
- Do Bright Data and Fiber have a free tier?
- Bright Data: yes (Free dataset samples; new-account credits (unconfirmed for datasets)). Fiber: no free tier.
- How are Bright Data and Fiber priced?
- Bright Data: Per 1,000 records ($2.50 CPM), plans/commits. Fiber: Credit-based ($0.02/credit) on monthly plans.
- Which has more official SDKs?
- Both list 5 official SDKs.