The verdict
Decodo appears in 5 AI-ranked categories — best position #1 for residential proxy network for large-scale web scraping.
Positioning brief — for the Decodo team
Why the models put Decodo at #1 for residential proxy network for large-scale web scraping
- best price-to-performance ratio GPT · Gemini · Claude“best price-to-performance ratio”
- excellent success rates GPT · Grok · Gemini“excellent success rates”
- low latency GPT · Grok · Gemini“low latency”
- strong city-level targeting GPT · Grok · Gemini · Claude“strong city-level targeting”
What would move the rank — the models’ fix lines, unified
- hardest-target unblocking trail premium services Claude“Pool depth and hardest-target unblocking trail Bright Data/Oxylabs”
- less extensive enterprise customization GPT“enterprise customization are less extensive than Bright Data’s”
- lacks advanced scraping and automation tools Gemini“Lacks the extensive suite of advanced scraping APIs, built-in browser automation tools, and large-scale managed data extraction features”
Restructured from verbatim model output · nothing invented · every quote machine-verified
Near-tied with Oxylabs on reliability, but its excellent success rates, low latency, broad geo-targeting, easy tooling, and more approachable volume pricing make it the strongest overall value for production scraping
Grok Highest success rates (~99.8% in 2026 tests on tough targets like Cloudflare/Instagram), fastest residential response times (~0.6s avg), massive clean 125M+ IP pool with strong city-level targeting and ethical filtering that minimizes blocks for large-scale scraping; proven heavy lifter for high-volume ops with reliable infrastructure post-rebrand.
Gemini Formerly Smartproxy and awarded Best All-Rounder in 2026, it offers the best price-to-performance ratio for typical practitioners, matching premium-tier success rates (99.92% vs Oxylabs' 99.93% in a near-tie) and response times (0.53 s) at a fraction of the cost. It includes developer-friendly API integration, free helper tools, and granular targeting without extra fees.
Claude Best overall value for the typical mid-scale practitioner — large, clean pool, transparent pay-per-GB pricing, low friction onboarding, solid rotation and country/city targeting, and good docs/APIs; hits ~90% of what the top two do at a materially lower cost.
Where Decodo falls short, per the models
- GPT Its controls, compliance support, and enterprise customization are less extensive than Bright Data’s
- Claude Pool depth and hardest-target unblocking trail Bright Data/Oxylabs, so the most aggressively defended sites at extreme scale can still edge past it.
- Gemini Lacks the extensive suite of advanced scraping APIs, built-in browser automation tools, and large-scale managed data extraction features of premium services.
- Grok Higher entry pricing (~$6/GB PAYG, scales better at volume) — not ideal for tiny or very sporadic low-budget users.
Poll history — On this board 2 of 2 polls since Jul 18 · now #1
#2 → #1
Top alternatives per the models: Oxylabs · Bright Data · SOAX · IPRoyal
Near-tied with Oxylabs on success rates (99.92%) and US pool depth in 2026 tests, with cleaner dashboard, broader self-service rotation controls, and materially better effective $/successful-GB at mid-to-high volumes; assumes value-conscious large-scale operator who still needs reliable hard-target performance
Claude The value-for-scale sweet spot — strong pool quality and success rates at meaningfully lower per-GB cost than the top two, clean dashboard/API, and genuinely self-serve onboarding; the pragmatic default for the typical mid-scale practitioner who doesn't need the last few points of unblock rate.
Gemini Delivers the best overall value for the typical practitioner, providing fast response times across a 55M+ IP pool and clean self-serve access without requiring minimum monthly financial commitments.
Where Decodo falls short, per the models
- Claude Smaller network and thinner enterprise features (SLAs, custom compliance, edge-case targeting) than #1/#2, so the very hardest targets and very largest jobs can outgrow it.
- Gemini Lacks built-in automated JavaScript rendering or advanced anti-bot bypass features at the base proxy level, requiring custom solver integration for aggressive anti-scraping targets.
- Grok Slightly smaller verified unique IP surface than Oxylabs under sustained load, so pure petabyte ops may exhaust diversity faster
Poll history — On this board 2 of 2 polls since Aug 3 · now #2
#3 → #2
Top alternatives per the models: Bright Data · Oxylabs · SOAX · IPRoyal
Top-tier independent success rates (99.75% infrastructure) and response times (~0.74s) on real mobile pools of 10M+ 4G/5G IPs across 160+ locations with city/ASN/carrier targeting and sticky sessions to 24h; explicitly strong for app/localization QA with ethical sourcing and developer-friendly controls that deliver reliable geo simulation without enterprise bloat. Assumption: typical practitioner prioritizes consistent interactive testing sessions over pure scale.
Claude Best value-to-usability ratio — clean dashboard, fast setup, solid mobile coverage in major markets, and pricing that suits smaller teams doing routine locale checks.
Gemini Excellent cost-to-performance balance featuring user-friendly dashboard setup, flexible pay-as-you-go pricing, and reliable mobile IP coverage across major global app markets for mid-market dev teams.
Where Decodo falls short, per the models
- Claude Mobile pool and carrier-level granularity are shallower than the leaders; long-tail markets and precise ASN targeting are weak spots.
- Gemini Smaller overall pool depth and limited carrier-level selection in tier-2 and tier-3 geographic regions compared to Bright Data or Oxylabs.
- Grok Not for ultra-high-volume continuous scraping where per-GB costs rise relative to pure budget options or where absolute deepest carrier naming is mandatory.
Poll history — On this board 2 of 2 polls since Aug 3 · now #1
#4 → #1
Top alternatives per the models: Oxylabs · Bright Data · SOAX · Byteful
Best value-to-reliability balance for the typical practitioner — large residential pool, solid success rates on retail targets, transparent pay-as-you-go pricing, and a genuinely easy self-serve setup; strong choice when you need scale without enterprise commitment.
Gemini Highest value-to-performance ratio in the industry, combining enterprise-level 55M+ pool reliability with self-serve, contract-free tiered pricing; fast response times and dependable uptime make it the best practical choice for scrapers processing large catalog volumes without massive commitments.
Where Decodo falls short, per the models
- Claude Unblocking depth and targeting granularity trail Bright Data/Oxylabs, so the very hardest anti-bot ecommerce sites (aggressive Akamai/DataDome) will need more retries or an add-on solution.
- Gemini Lacks hyper-granular ZIP-code and carrier-level targeting, making it a poor fit for localized store-level inventory scraping where precise physical location dictates data accuracy.
Top alternatives per the models: Bright Data · Oxylabs · Webshare · Zyte
Modular Web/eCommerce Scraper API with dedicated Amazon pricing templates, free tier, and pay-only-for-complexity pricing (standard vs premium+JS) delivers solid success and structured output at the lowest entry cost among reliable options; practical for volume price tracking without enterprise contracts
Where Decodo falls short, per the models
- Grok Smaller network and less mature structured depth than Bright Data/Oxylabs on the most defended sites
Poll history — On this board 1 of 2 polls since Aug 12 · now #5
– → #5
Top alternatives per the models: Bright Data · Zyte · Oxylabs · Apify
Head-to-head — how the models call it
Watch Decodo
Boards re-poll weekly and the models change their minds. One short email only when Decodo's standing moves — a rank change, a rival overtaking, or new reasoning from the models. Nothing otherwise.
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Decodo ranks #1 for best residential proxy network for large-scale web scraping by AI-model consensus. Put the badge in your README, docs or site — it updates automatically as the models re-rank.
[](https://modelsagree.com/best/best-residential-proxy-network-for-large-scale-web-scraping?utm_source=badge&utm_medium=embed&utm_campaign=badge-decodo)<a href="https://modelsagree.com/best/best-residential-proxy-network-for-large-scale-web-scraping?utm_source=badge&utm_medium=embed&utm_campaign=badge-decodo"><img src="https://modelsagree.com/badge/decodo.svg" alt="Decodo — ranked #1 for Best Residential Proxy Network for Large-Scale Web Scraping by AI models on ModelsAgree" height="28"></a>Rankings are computed from what the models answer, re-polled on demand · raw reasoning shown verbatim · methodology