Oxylabs vs IPRoyal
Two of fourteen models named Oxylabs first on the direct prompt; zero named IPRoyal. Both were named by all fourteen models and Oxylabs carries 55 labels and IPRoyal 27, so the shares are not directly comparable.
Named in one category this edition.
Named in one category this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the proxy and web data providers page.
By framing
OxylabsFirst choices, of fourteen modelsIPRoyal
Across every category in the October 2026 Edition, Oxylabs and IPRoyal were named in the same answer fifty times, of the 160 answers naming Oxylabs and the 63 naming IPRoyal. In those answers IPRoyal took the first choice three times and Oxylabs thirteen.
Every model, every framing
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | | | | |||
| GPT-5.4 mini | | | | | ||
| Gemini 3.5 Flash | | | | | ||
| Perplexity Sonar | | | | | ||
| Grok 4.1 Fast | | | | | ||
| Mistral Small | | | ||||
| DeepSeek V4 Flash | | | | | | |
| Llama 4 Maverick | | |||||
| Qwen 3.7 Flash | | | | | | |
| Kimi K2 | | | | | | |
| GLM 4.7 FlashX | | | | | ||
| MiniMax M2.5 | | | | |||
| GPT-6 Luna | | | ||||
| Muse Glimmer 30B | | | |
Oxylabs IPRoyal first choice named as an alternative argued againstblank: not namedEach cell is one answer, Oxylabs on the left and IPRoyal on the right.The direct prompt
Oxylabs first, IPRoyal not the choice
2 of 14 modelsIPRoyal was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
10 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
2 of 14 modelsThe answer made no first choice from these two in this category.Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
By buyer segment
Oxylabs11%#4 of 11IPRoyal2%#7 of 11What the models said about Oxylabs
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Avoid starting with enterprise-heavy plans like Oxylabs residential if budget is tight” GPT-5.4 mini · budget prompt · hard negative
“Avoid Enterprise-Only Providers (Bright Data, Oxylabs)” Kimi K2 · direct prompt · hard negative
“Users report frequent account blocks triggered by false positives... Frequently cited as being overpriced for smaller-scale projects” Qwen 3.7 Flash · negative prompt · soft negative
“Bright Data & Oxylabs: As above—hybrid leaders with scraping APIs, pre-built datasets (e.g., e-commerce prices), managed services.” Grok 4.1 Fast · comparative prompt · first choice
“Choose Bright Data or Oxylabs if you need an enterprise-grade platform with broad coverage and stronger managed-data options.” Perplexity Sonar · comparative prompt · first choice
“For most mid-market B2B operations, Oxylabs or Decodo tend to offer the best balance of reliability, support, and scalability” Claude Haiku 4.5 · direct prompt · first choice
What the models said about IPRoyal
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Providers with Red Flags: IPRoyal: Removed from some recommendation lists due to concerns about fake reviews and transparency issues.” Mistral Small · negative prompt · hard negative
“This provider has a strong number of severe warnings regarding deceptive marketing.” Qwen 3.7 Flash · negative prompt · hard negative
“Lower performance benchmarks (90% success rate, slower response times ~3.7s), limited city/country targeting” DeepSeek V4 Flash · comparative prompt · soft negative
“Bright Data, IPRoyal, and FloppyData are most often considered the best providers in 2025” Claude Haiku 4.5 · comparative prompt · first choice
“1. IPRoyal - Best for Very Tight Budgets ($0-100/month)” Kimi K2 · budget prompt · first choice
“IPRoyal: Affordable (34M+ ethical IPs, 40+ countries). Rotating/sticky sessions, city-level targeting. Good for small-medium use.” Grok 4.1 Fast · comparative prompt · alternative
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.