One of fourteen models named Bright Data first on the direct prompt; one named SOAX. Bright Data was named by fourteen of the fourteen models and SOAX by twelve and Bright Data carries 52 labels and SOAX 23, 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.
Across every category in the October 2026 Edition, Bright Data and SOAX were named in the same answer fifty-one times, of the 157 answers naming Bright Data and the 58 naming SOAX. In those answers SOAX took the first choice two times and Bright Data twenty-two.
| 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 |
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.
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 Enterprise-Only Providers (Bright Data, Oxylabs) unless you have enterprise-level budgets” Kimi K2 · direct prompt · hard negative
“Pricing Shocks: There are multiple reported instances where automated scraping agents consumed entire bandwidth quotas in one afternoon” Qwen 3.7 Flash · negative prompt · soft negative
“Premium enterprise providers like Bright Data and Oxylabs are generally better for large budgets, not limited ones.” Perplexity Sonar · budget prompt · soft negative
“Bright Data: Largest network (~72-400M+ residential IPs, 195+ countries). Enterprise-focused with advanced tools like Web Scraper API, SERP API, datasets, and unblockers.” Grok 4.1 Fast · comparative prompt · first choice
“the best default choice is usually a datacenter proxy network ... Bright Data's current pricing page, for example, shows datacenter plans starting at $0.90/IP” GPT-5.4 mini · budget prompt · first choice
“Bright Data, IPRoyal, and FloppyData are most often considered the best providers in 2025 thanks to their extensive pool of IP addresses” Claude Haiku 4.5 · comparative prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“moving toward mid-sized specialized providers (such as Decodo, Soax, or NodeMaven)” Qwen 3.7 Flash · negative prompt · first choice
“The Best All-Rounders: Smartproxy & SOAX” Gemini 3.5 Flash · direct prompt · first choice
“SOAX: Predictable pricing, 155M+ IPs (strong mobile/residential). City/ZIP/ASN targeting, stable for business.” 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.