# Webshare vs Bright Data: which do AI models recommend for proxy and web data, October 2026

IT AI Recommendation Index, October 2026 Edition, Proxy and web data providers. Zero of fourteen models named Webshare first on the direct prompt; one named Bright Data. Page: https://it-ai-index.com/it-data/proxy-networks/webshare-vs-bright-data/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Webshare | 13% | #3 of 11 | 8% | 24 | 12 of 14 |
| Bright Data | 7% | #5 of 11 | 25% | 52 | 14 of 14 |

## The direct prompt, model by model

- GPT-5.4 mini: bright data first (first choices: Bright Data, Oxylabs) (alternatives: Decodo, NetNut, SOAX)
- Claude Haiku 4.5: neither first, one named (first choices: Decodo, Oxylabs) (alternatives: Bright Data, SOAX)
- Gemini 3.5 Flash: neither first, one named (first choices: SOAX, Smartproxy) (alternatives: Bright Data, NetNut, NodeMaven, Oxylabs, SimplyNode)
- GLM 4.7 FlashX: neither first, one named (first choices: Smartproxy) (alternatives: Bright Data, Oxylabs, SOAX, Webshare)
- GPT-6 Luna: neither first, one named (first choices: Decodo) (alternatives: Bright Data, Oxylabs)
- Perplexity Sonar: neither named (first choices: Decodo) (alternatives: Oxylabs, Proxy-Seller)
- Grok 4.1 Fast: neither named (first choices: Decodo) (alternatives: Oxylabs, SOAX)
- Mistral Small: neither named (first choices: Decodo) (alternatives: Oxylabs, ProxyWing)
- DeepSeek V4 Flash: neither named (first choices: Smartproxy) (alternatives: Oxylabs, SOAX)
- Llama 4 Maverick: neither named (first choices: Decodo) (alternatives: Infatica, Oxylabs, ProxyWing)
- Qwen 3.7 Flash: neither named (first choices: Decodo) (alternatives: Oxylabs)
- Kimi K2: neither named (first choices: Decodo) (alternatives: DataImpulse, SOAX)
- MiniMax M2.5: neither named (first choices: Rayobyte, Smartproxy) (alternatives: Oxylabs)
- Muse Glimmer 30B: neither named (first choices: Decodo) (alternatives: Infatica, SOAX)

## What the models said about Webshare

- "More straightforward and budget-oriented, but less ideal if you need a more robust mid-market setup" (Perplexity Sonar, direct prompt, soft negative)
- "great for quick demos, but limited support & reliability compared to above" (MiniMax M2.5, budget prompt, soft negative)
- "Best overall affordable all-rounder: Webshare ... It's the most recommended "best cheap proxy provider" for small businesses." (Muse Glimmer 30B, budget prompt, first choice)
- "Webshare is often recommended for datacenter proxies due to its affordability and decent performance for small businesses" (Mistral Small, budget prompt, first choice)
- "Webshare — Best Overall Value ... Start with Webshare's free 10 proxies or their $2.99/month datacenter plan." (DeepSeek V4 Flash, budget prompt, first choice)

## What the models said about Bright Data

- "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)

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. Comparisons are drawn for the top eight products in each category. Published under CC BY 4.0; the output is the models' output, and nothing here is a recommendation by the index.