Oxylabs alternatives for AI-native workloads

Oxylabs is a mature proxy vendor with enterprise contracting, strong documentation, and a differentiated product surface (OxyCopilot AI assistant, comprehensive scraping APIs). It's a credible answer for teams already in the Bright Data / Smartproxy / Oxylabs decision loop. For AI-focused workloads specifically, a few patterns fit alternatives better.

This page is a working shortlist. SquadProxy (the site you're on) is one of the alternatives; the comparison below is deliberately honest about where we fit and where we don't.

What Oxylabs does well

• Third-party benchmark position. G2, AIMultiple, and Proxyway's 2025 benchmark consistently score Oxylabs near the top on residential success rate and response speed.
• Product breadth beyond proxies. SERP scraper, web scraping APIs, and OxyCopilot sit on the same account. For teams who want one vendor for both proxy and scraping tooling, this is meaningful.
• Enterprise compliance maturity. Documented DPA, ISO 27001, SOC 2, GDPR position. For companies with security review processes, the compliance stack is already in place.
• Sustainability and research programs. Oxylabs publishes impact reports and runs a pro bono program for NGOs and academic researchers — uncommon in the space and worth considering if you're eligible.

Where an alternative fits

Three situations:

1. AI-native workload framing. Oxylabs is primarily a scraping vendor that serves AI as a vertical. Vendors built AI-first frame the product around RAG, eval, and training-corpus use cases, which changes header shapes, session semantics, and pricing structure.
2. Price sensitivity at medium scale. Oxylabs is in the premium tier. For workloads under ~5 TB residential per month, a mid-tier provider can be 40-60% cheaper at equivalent quality for the workload you're running.
3. Gateway simplicity. Oxylabs' routing across exit classes involves different endpoints per class. For an AI pipeline that does per-source class routing, header-based class switching on a single gateway reduces pipeline complexity.

The shortlist

SquadProxy (this site)

The AI-focused option. ~40M residential across 10 countries, full ISP / datacenter / 4G / 5G, one gateway with header-based class switching, metered-residential plus unlimited-datacenter pricing model.

Fits when:

• Your workload is AI-native: training corpus, RAG, evaluation, safety red-team, competitive AI intel
• You want one gateway + header-based routing, not per-class endpoints
• You need research-grade provenance documentation
• Budget sensitivity at sub-10 TB residential / month

Doesn't fit when:

• You need coverage in more than 10 countries
• You need >10 TB residential per month
• You want a bundled scraping API tool (SquadProxy is proxy infrastructure, not SERP scraping)

Pricing, residential page, and use cases.

Bright Data

The full-service peer of Oxylabs. If you're looking at Oxylabs alternatives because of scale or product-suite reasons, Bright Data is the obvious cross-shop. For our take on where Bright Data fits vs smaller alternatives, see the Bright Data alternatives page.

Fits when:

• You need Bright Data's Archive API or Unblocker specifically
• You're already in enterprise procurement for proxy services

Doesn't fit when:

• You want narrower AI-specific framing (same reason you're looking past Oxylabs)

Smartproxy (now Decodo)

Smartproxy rebranded as Decodo in 2025. Mid-tier residential, straightforward pricing, reasonable support. Less product surface than Oxylabs but simpler to evaluate for proxy-as-infrastructure workloads.

Fits when:

• Mid-tier residential is what you need, without scraping tools on top
• Price point between budget and premium

Doesn't fit when:

• AI-workload framing matters (Decodo is general-purpose)
• You need enterprise-grade contracting

SOAX

UK-based residential provider with a documented opt-in peer onboarding approach. Strong on granular rotation controls, less mature on enterprise contracting than Oxylabs.

Fits when:

• Pool provenance documentation is a deciding factor
• You need broad country coverage and granular rotation

Doesn't fit when:

• You need enterprise procurement depth
• Datacenter or ISP is a primary exit class for your workload

Comparison table

As with the Bright Data page, numbers below are drawn from each vendor's own published figures and third-party reports. SquadProxy hasn't independently benchmarked the others.

	Oxylabs	Bright Data	Decodo	SOAX	SquadProxy
Residential pool (vendor claim)	100-177M	150M+	115M+	155M+	4M+ (10-country focus)
Countries	195+	195+	195+	195+	10 (focused)
AI-workload framing	Vertical	Vertical	Generic	Generic	Primary
Single-gateway class routing	Partial	No	Yes	Yes	Yes
Entry residential pricing	~$8/GB	~$8.40/GB	~$2-4/GB	~$6-7/GB	Metered in plan
Scraping APIs on top	Yes	Yes	Limited	Limited	No
Enterprise contracting	Mature	Mature	Mid	Mid	Emerging
Academic / research program	Yes (pro bono)	Case-by-case	No	No	Research discount
Ethical sourcing documentation	Yes	Yes, broad	Yes	Yes, detailed	Yes, opt-in SDK

Use-case fit

• Training-corpus at 10+ TB residential / month: Oxylabs or Bright Data — the capacity is real and you'll feel it.
• Training-corpus at 1-10 TB / month: SquadProxy, Decodo, or SOAX, with Oxylabs as overkill unless the product suite matters to you.
• RAG ingestion with per-source class routing: SquadProxy or SOAX — the gateway shape matters and Oxylabs is friction here.
• Academic research with provenance documentation: Oxylabs (pro bono program if eligible) or SquadProxy (research discount, opt-in SDK).
• Multi-country regional LLM evaluation: Oxylabs for 30+ countries, SquadProxy for the 10 we cover at depth.
• Bundled proxy + scraping API: Oxylabs or Bright Data. SquadProxy is infrastructure; we don't sell the scraping layer.

Frequently asked questions

Why would I move from Oxylabs to a smaller provider? Three common reasons: (1) AI-workload framing matches your pipeline better, (2) metered-residential + unlimited-datacenter pricing fits your actual usage better than uniform per-GB, or (3) you want a single gateway with header-based routing.

Does SquadProxy have an equivalent of OxyCopilot? No. SquadProxy is proxy infrastructure; we don't ship an AI scraping assistant. If a scraping assistant is central to your workflow, stay on Oxylabs or evaluate one of the scraping-API-first vendors (ScraperAPI, Firecrawl, Zyte).

Does switching require rewriting the collector? The gateway shape is standard HTTP Basic + endpoint URL. The migration friction is usually the per-class routing model — Oxylabs splits endpoints per class, SquadProxy uses headers. Porting that is typically a ~20-line PR.

How often is this page updated? Dated in frontmatter. Vendor pricing and pool claims shift every few months; check each vendor's live pricing page for the current numbers.

Bottom line

Oxylabs is a solid choice and we wouldn't suggest moving away from it for the wrong reasons. The right reasons are narrower than vendors like us sometimes imply: AI-native workload framing, gateway simplicity, or medium-scale budget discipline. If those match your situation, a narrower alternative is worth evaluating. If they don't, Oxylabs probably remains the right answer for your workload.

For the AI-native framing specifically, see RAG data collection, LLM evaluation, and the residential vs datacenter routing guide.