STACKFOR

Bright Data

Bright Data

Proxies and unblocking for hard targets.

activeBuilder
Open Bright Data

Proxies and unblocking for hard targets.

Provisional seed scores. Method seed-v0-provisional, confidence low, not hands-on tested. The band around a number is a ±8 display label, not a measured interval. Ordering uses the point estimate.

Pricing

Model
Usage-based
Free plan
No
Cheapest monthly
Usage-based
Billing
Usage
Status
Usage-based
Checked
Oct 16, 2026
Free tier
Usage-based. No flat monthly plan.

Pricing page

The dollar amount is not a score. Rankings do not read it.

API flag: seed says yes. MCP flag: seed says yes. These flags are notes, not an audit.

Outbound link

No public affiliate program was recorded for this tool in the Oct 14, 2026 research, or it was not checked. Absence of a program does not change any score.

We may earn a commission if a tracking link is connected and you buy through it. It never changes ranks. In this v1 seed, tracking URLs are empty, so “Open site” goes to the vendor. Sponsorship rules.

Score per goal

  • StackFor scraping and data pipelines

    Browser automation · role rank 2

    Unblocking for hostile sites.

    74

    66–82 · low confidence

    Goal fit25%
    80
    Output quality20%
    88
    Ease for vibe coders15%
    62
    Pricing and free tier15%
    52
    Integrations and API10%
    86
    Momentum10%
    72
    Community sentiment5%
    68

Release log

No release on file. That is not the same as stale.

No score revisions on file. These seed scores have not been through the pipeline.