Proxy and web data providers
Asked as “proxy network”, and as “residential proxy provider for web scraping”, on behalf of a mid-market B2B company. 53 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each. Added to the November 2026 Edition.
Standing · first-choice share
57%
Clear leader
57Decodo13Webshare08Smartproxy23others
57% of first choices, clear leader.
Since October 2026▲+16Since October 2026: 41% → 57%, +16 points. Past the 11-point floor: movement.Decodo held the lead, +16 points on 41%, past the floor.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment; they sit side by side and are never added together.
Small business
Decodo49%Clear leader▲+9Since October 2026: 40% → 49%, +9 points. Inside the 11-point floor: within noise.Standing →Mid-marketDecodo57%Clear leader▲+16Since October 2026: 41% → 57%, +16 points. Past the 11-point floor: movement.This pageEnterprise
Bright Data47%Clear leader↗new leaderNew leader since October 2026: Bright Data (47%) replaces Oxylabs (42% then, 36% now), 11 points clear, past the 11-point floor.Standing →
Decodo49%Clear leader▲+9Since October 2026: 40% → 49%, +9 points. Inside the 11-point floor: within noise.Standing →Mid-marketDecodo57%Clear leader▲+16Since October 2026: 41% → 57%, +16 points. Past the 11-point floor: movement.This pageEnterpriseBright Data47%Clear leader↗new leaderNew leader since October 2026: Bright Data (47%) replaces Oxylabs (42% then, 36% now), 11 points clear, past the 11-point floor.Standing →The standing
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. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince October 2026
01Decodo57%0%51endorsed leader▲+16Since October 2026: 41% → 57%, +16 points. Past the 11-point floor: movement.41% → 57%
Decodo57%0%51endorsed leader▲+16Since October 2026: 41% → 57%, +16 points. Past the 11-point floor: movement.41% → 57%02
Webshare13%10%29accepted challenger=heldSince October 2026: 13% → 13%, ±0 points. Inside the 11-point floor: within noise.13% → 13%
Webshare13%10%29accepted challenger=heldSince October 2026: 13% → 13%, ±0 points. Inside the 11-point floor: within noise.13% → 13%03
Smartproxy8%0%20accepted challenger▼−7Since October 2026: 15% → 8%, −7 points. Inside the 11-point floor: within noise.15% → 8%
Smartproxy8%0%20accepted challenger▼−7Since October 2026: 15% → 8%, −7 points. Inside the 11-point floor: within noise.15% → 8%04
DataImpulse6%10%20accepted challenger▲+4Since October 2026: 2% → 6%, +4 points. Inside the 11-point floor: within noise.2% → 6%
DataImpulse6%10%20accepted challenger▲+4Since October 2026: 2% → 6%, +4 points. Inside the 11-point floor: within noise.2% → 6%05
Oxylabs2%24%58accepted challenger▼−9Since October 2026: 11% → 2%, −9 points. Inside the 11-point floor: within noise.11% → 2%
Oxylabs2%24%58accepted challenger▼−9Since October 2026: 11% → 2%, −9 points. Inside the 11-point floor: within noise.11% → 2%06Bright Data2%27%55criticized challenger▼−5Since October 2026: 7% → 2%, −5 points. Inside the 11-point floor: within noise.7% → 2%
Bright Data2%27%55criticized challenger▼−5Since October 2026: 7% → 2%, −5 points. Inside the 11-point floor: within noise.7% → 2%07
IPRoyal2%11%37accepted challenger=heldSince October 2026: 2% → 2%, ±0 points. Inside the 11-point floor: within noise.2% → 2%
IPRoyal2%11%37accepted challenger=heldSince October 2026: 2% → 2%, ±0 points. Inside the 11-point floor: within noise.2% → 2%08
Proxy-Cheap2%33%12criticized challenger=heldSince October 2026: 2% → 2%, ±0 points. Inside the 11-point floor: within noise.2% → 2%
Proxy-Cheap2%33%12criticized challenger=heldSince October 2026: 2% → 2%, ±0 points. Inside the 11-point floor: within noise.2% → 2%Show the five products at 0%, ordered by negative rate
13NetNut0%37%19criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
12Rayobyte0%29%14criticized challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise.2% → 0%
10
Zyte API0%12%16accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
Zyte API0%12%16accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%11
Apify0%10%10accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
Apify0%10%10accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%09
SOAX0%3%30accepted challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise.2% → 0%
SOAX0%3%30accepted challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise.2% → 0%The floor is 11 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one can't be told apart from repeat variation, and both are shown. Each index measures its own floor from its own repeat, over its own categories, so the floor differs from one index to the next. Both editions asked the same fourteen models. How the floor is measured
Bars are the share of first choices, 0 to 100Every product with at least 10 labels here. Every product name links to its product page.
For buyers
All twenty-eight head-to-head pages: the top eight products, each against each
Decodo vs OxylabsDecodo vs Bright DataDecodo vs IPRoyalDecodo vs Proxy-CheapWebshare vs SmartproxyWebshare vs DataImpulseWebshare vs OxylabsWebshare vs Bright DataWebshare vs IPRoyalWebshare vs Proxy-CheapSmartproxy vs DataImpulseSmartproxy vs OxylabsSmartproxy vs Bright DataSmartproxy vs IPRoyalSmartproxy vs Proxy-CheapDataImpulse vs OxylabsDataImpulse vs Bright DataDataImpulse vs IPRoyalDataImpulse vs Proxy-CheapOxylabs vs Bright DataOxylabs vs IPRoyalOxylabs vs Proxy-CheapBright Data vs IPRoyalBright Data vs Proxy-CheapIPRoyal vs Proxy-Cheap
One product takes 57% of first choices here, so the chart would put twelve markers in one corner and one at the far edge. The two measurements it plots are columns in the standing above: share, and the negative label rate. Four products carry a negative rate above 25% in this category.
What they warned about
Ten of fourteen models held their first choice under the paraphrase. GPT-5.4 mini, Gemini 3.5 Flash, Kimi K2 and GLM 4.7 FlashX changed. A high negative share on a product with few labels is a warning. A low share on a product with many labels is salience, not sentiment.
Bright Data27%
15 of 55 labels negative · 9 of 14 models · 3 hard negative
“Avoid for mid-market: Pure enterprise (Bright Data, NetNut) if budget is a concern” Grok 4.20, direct prompt
Oxylabs24%
14 of 58 labels negative · 9 of 14 models · 2 hard negative
“Avoid premium providers like Oxylabs and Bright Data unless you have a larger budget” Kimi K2, budget prompt
NetNut
37%
7 of 19 labels negative · 6 of 14 models · 5 hard negative
“Enterprises are generally advised to "avoid or apply enhanced due diligence to providers that: ... have been publicly linked to botnet abuse, malware SDKs, or non-consensual device enrollment such as NetNut/Popa."” Muse Glimmer 30B, negative prompt
911 S5
100%
4 of 4 labels negative · 4 of 14 models · 4 hard negative
“the U.S. Justice Department says 911 S5 routed traffic through malware-compromised devices; authorities dismantled the service” GPT-6 Luna, negative prompt
What they cite
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted.
Sites the answers cite
73 of 84 answers in this category came back with a source list, from 14 of 14 models: citations where the model returns them, or the search results it consulted. 845 links across 267 sites, every framing counted. Ranked by the number of answers carrying the site or page. 40 of the 252 answers across every segment cited this index's own page for the category; the method page measures whether that reading tilts an answer.
29 answers · 48 citations · 12 models
vendor site · Bright Data27 answers · 31 citations · 10 models
23 answers · 27 citations · 11 models
vendor site · GitHub19 answers · 27 citations · 9 models
vendor site · Proxidize19 answers · 21 citations · 11 models
17 answers · 31 citations · 8 models
vendor site · Decodo17 answers · 29 citations · 9 models
vendor site · Google16 answers · 24 citations · 10 models
vendor site · DataImpulse16 answers · 23 citations · 8 models
vendor site · Oxylabs15 answers · 18 citations · 11 models
14 answers · 14 citations · 8 models
publisher (Gane)13 answers · 16 citations · 7 models
Pages the answers cite
The ten pages named in the most answers, by full address. A page here is one the models returned with a recommendation, not one the index endorses.
16 answers · 11 models
11 answers · 7 models
10 answers · 8 models
9 answers · 6 models
9 answers · 6 models
9 answers · 9 models
8 answers · 7 models
8 answers · 5 models
6 answers · 6 models
6 answers · 6 models
Search against answers
Each company's standing in the answers beside its site's footprint in Google search, one row a site: the products the models named on it with their shares, and the share they add up to; monthly searches on Google, and DataForSEO's estimate of AI search demand (modeled from search signals, directional, not a count of queries to any assistant), for the most-searched of the company's and its products' names (the name is in each row's hover text); estimated monthly organic visits to the site; and its best position in Google's top ten for “best proxy network”, “proxy and web data providers”, “proxy network”. US estimates from DataForSEO and Google's Ads Transparency Center. A small company's site, or a mid-sized company's site for its flagship, is marked company; a product on a large parent's site (Google, Microsoft) has no site figures. A column with no figures for this category is left out, and an empty cell means none were seen, not none exist. Two measurements side by side: neither is read as the cause of the other.
| Company and products | Share | Own site cited | Name searches, Google | AI search demand, est. | Organic visits | Paid search a month, est. | Google ads, last 30 days | Best Google position |
|---|---|---|---|---|---|---|---|---|
| Decodo decodo.com | 57% | 133 | 6,600 | 40 | 49,580 | $3,857 | 22 | |
| Webshare webshare.io | 13% | 63 | 8,100 | 51 | 125,578 | $41 | 27 | |
| Smartproxy smartproxy.ai | 8% | 28 | 5,400 | 27 | 1,862 | |||
| DataImpulse dataimpulse.com | 6% | 28 | 2,900 | 5 | 14,745 | $18 | 105 | |
| Oxylabs oxylabs.io | 2% | 155 | 9,900 | 109 | 173,182 | $20 | 35 | 2 |
| Bright Data brightdata.com | 2% | 144 | 9,900 | 299 | 80,608 | $883 | 95 | 1 |
| IPRoyal iproyal.com | 2% | 95 | 12,100 | 91 | 130,906 | $178 | 57 | 7 |
| MarsProxies | 2% | |||||||
| Proxy-Cheap proxy-cheap.com | 2% | 36 | 3,600 | 61 | 14,017 | 9 | ||
| Cisco parent site Cisco Umbrella 2% | 2% | 175 | 165,000 | 48,352 |
Google's top ten for the three searches hold 23 sites; 3 of them are among the sites the models cited here (aimultiple.com, brightdata.com, oxylabs.io). The first result for “best proxy network” is ipburger.com.
How they answered
Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.ShowHide
How they answered
Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.
ShowHideModelDirect“What is the best proxy network for a mid-market B2B company?”Paraphrase“Which residential proxy provider for web scraping would you recommend to a mid-sized B2B company?”Comparative“What are the top proxy and web data providers and how do they differ?”Budget-constrained“What is the best proxy network for a company with a limited budget?”Scale-constrained“We are a 500 person company evaluating a proxy network. What should we look at?”Negative“Which proxy and web data providers should I avoid or be cautious about?”
Claude Haiku 4.5DecodoDecodoHeldno first choicePrivoxy, Squidno first choiceagainst: 922Proxy, DlerCloud, IPIDEA, IPRoyal, Koodog, Naiyun, Rayobyte, Renzhe Cloud, Sugar Honey
Two alternatives
NetNut, OxylabsOne alternative
OxylabsOne alternative
Bright DataGPT-5.4 miniBright Data, OxylabsDecodoChangedagainst: WebshareBright Data, OxylabsWebshareno first choiceagainst: B2Proxy, IPFoxy, Proxiware, Proxy-Cheap
Three alternatives
NetNut, Smartproxy, Zyte APIOne alternative
OxylabsThree alternatives
Decodo, Rayobyte, Zyte APITwo alternatives
Evomi, RayobyteGemini 3.5 FlashSmartproxyDecodoChangedBright Data, OxylabsWebshareagainst: Bright Data, Oxylabsno first choiceagainst: 911 S5, DewVPN, MaskVPN, PIA S5 Proxy, PaladinVPN, ProxyGate, RSOCKS, ShieldVPN, ShineVPN, SocksEscort, VIP72, Yilu Proxy
Four alternatives
Bright Data, IPRoyal, NetNut, OxylabsThree alternatives
Bright Data, IPRoyal, SOAXSix alternatives
Decodo, IPRoyal, ScraperAPI, Webshare, ZenRows, Zyte APIFour alternatives
DataImpulse, Decodo, IPRoyal, Proxy-CheapPerplexity SonarDecodoagainst: Bright DataDecodoHeldagainst: DataImpulseBright DataWebshareno first choiceagainst: IPIDEA, NetNut
Two alternatives
Oxylabs, SOAXThree alternatives
Bright Data, Oxylabs, SOAXNine alternatives
Apify, Decodo, IPRoyal, Oxylabs, PromptCloud, SOAX, Scrapfly, Webshare, Zyte APITwo alternatives
Decodo, RayobyteGrok 4.20Decodoagainst: Bright Data, Evomi, NetNut, Oxylabs, Rayobyte, WebshareDecodoHeldagainst: Bright Data, OxylabsBright Data, OxylabsWebshareagainst: Bright Data, Oxylabsno first choiceagainst: Apify, Bright Data, GloryCloud/GoProxy, NetNut, Oxylabs, Proxy-Seller, Storm Proxies, Zyte API
Four alternatives
DataImpulse, IPRoyal, Proxidize, SOAXTwo alternatives
DataImpulse, IPRoyalEight alternatives
Apify, IPRoyal, NetNut, NodeMaven, ParseHub, SOAX, Smartproxy, Zyte APIFour alternatives
DataImpulse, Proxy-Cheap, ProxyEmpire, ScrapoxyMistral SmallDecodoDecodoHeldno first choiceDecodo, Webshareno first choiceagainst: 911 S5, Bright Data, IPRoyal, NetNut, Oxylabs, Proxy-Cheap
Four alternatives
DataImpulse, Proxidize, Proxyrack, RayobyteTwo alternatives
Bright Data, OxylabsTwo alternatives
IPRoyal, SOAXDeepSeek V4 FlashDecodoagainst: Bright DataDecodoHeldagainst: OxylabsBright Dataagainst: Rayobyte, WebshareDecodo, Webshareno first choiceagainst: AbcProxy, Bright Data, DataImpulse, FloppyData, IPFoxy, IPRoyal, Oxylabs, Proxy-Cheap, Proxy6, Smartproxy.org, Webshare.io, Zyte API
Five alternatives
IPRoyal, Infatica, Oxylabs, Proxidize, SOAXFive alternatives
Bright Data, DataImpulse, IPRoyal, Scrapfly, Zyte APISix alternatives
Decodo, IPRoyal, NetNut, Oxylabs, Smartproxy, Zyte APITwo alternatives
DataImpulse, Proxy-CheapLlama 4 MaverickDecodoDecodoHeldBright DataDecodono first choiceagainst: Bright Data, Decodo Site Unblocker, Oxylabs, SOAX, ScraperAPI, ScrapingBee, Scrapingant, Scrapingdog
Three alternatives
Oxylabs, Smartproxy, WebshareTwo alternatives
Oxylabs, SmartproxyFour alternatives
Decodo, IPRoyal, Oxylabs, WebshareThree alternatives
IPRoyal, SOAX, WebshareQwen 3.7 FlashSmartproxySmartproxyHeldagainst: RayobyteBright Data, OxylabsDecodono first choiceagainst: IPRoyal, NetNut, Nimble, Proxy-Cheap
Three alternatives
Bright Data, Oxylabs, WebshareTwo alternatives
Bright Data, OxylabsFive alternatives
Decodo, IPRoyal, NetNut, Rayobyte, SOAXThree alternatives
IPRoyal, SOAX, WebshareKimi K2Decodo, SmartproxyDecodoChangedagainst: Bright DataBright Data, OxylabsDataImpulse, Decodoagainst: Bright Data, OxylabsCisco Umbrella, Cloudflareagainst: 911.re, NetNut, Oxylabs
Two alternatives
DataImpulse, SOAXTwo alternatives
IPRoyal, OxylabsFour alternatives
NetNut, SOAX, ScrapeHero, SmartproxyThree alternatives
IPRoyal, Proxy-Cheap, WebshareTwo alternatives
Netskope, Zscaler Internet AccessGLM 4.7 FlashXDataImpulse, Decodoagainst: Bright Data, OxylabsDecodoChangedBright Data, OxylabsDataImpulse, Decodono first choiceagainst: Bright Data, Free Proxy List, Geonode, ProxyNova, ProxyScrape, Rhetorik
Two alternatives
IPRoyal, SOAXThree alternatives
Bright Data, IPRoyal, OxylabsThirteen alternatives
Apify, Apollo, Coresignal, Dappier, Decodo, Grepsr, People Data Labs, Scrape.do, ScraperAPI, Smartproxy, Webz.io, ZenRows, Zyte APITwo alternatives
Proxy-Cheap, Proxy‑SellerMiniMax M2.5DecodoDecodoHeldBright Data, Zyte APIIPRoyal, MarsProxiesagainst: Proxy5.netno first choicenothing named
Four alternatives
Oxylabs, Proxidize, Smartproxy, WebshareThree alternatives
Bright Data, Oxylabs, SOAXFive alternatives
Apify, Novada, Oxylabs, ScrapingBee, SmartproxyOne alternative
DecodoGPT-6 LunaDecodoDecodoHeldBright DataWebshareno first choiceagainst: 360 Proxy, 911 S5, 922 Proxy, ABC Proxy, Background Alert, Cherry Proxy, Clourouter, DewVPN, Door VPN, Galleon VPN, IP 2 World, IPIDEA, Luna Proxy, MaskVPN, Oxylabs, PIA S5 Proxy, PY Proxy, Radish VPN, SerpApi, Tab Proxy
Two alternatives
Bright Data, OxylabsTwo alternatives
Bright Data, OxylabsFive alternatives
Apify, Decodo, Oxylabs, SOAX, Zyte APIOne alternative
DecodoMuse Glimmer 30BDecodoDecodoHeldDecodoProxy-Cheapno first choiceagainst: 3X VPN, 911 S5, 911.re, Bright Data, Honeygain, Massive, NetNut, Oxylabs, Turbo VPN, VPN Proxy Master, XY VPN
Four alternatives
Bright Data, Oxylabs, Proxidize, SmartproxyTwo alternatives
Oxylabs, Proxy-SellerSeven alternatives
Apify, Bright Data, Firecrawl, Octoparse, Oxylabs, ScrapingBee, Zyte APITwo alternatives
DataImpulse, DecodoBold is the first choiceAlternatives are counted; the count opens them.What the answer argued against
The record
One row per call: the version string exactly as returned, whether the model searched, sources cited, and latency.
Eighty-four rows: every prompt, every model, every answer.
| Prompt | Model | Version string | Time (UTC) | Searched | Sources | Latency |
|---|---|---|---|---|---|---|
| Direct recommendation | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 09:31 | yes | 17 | 9 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 16:03 | no | 0 | 3 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 16:30 | no | 0 | 15 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-11-01 14:56 | yes | 10 | 4 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 15:07 | yes | 12 | 14 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 18:16 | yes | 5 | 4 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 09:40 | yes | 17 | 17 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 16:41 | yes | 5 | 3 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 16:53 | no | 0 | 29 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 16:17 | yes | 9 | 15 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 10:07 | yes | 20 | 25 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 10:40 | yes | 9 | 91 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-11-01 13:05 | yes | 3 | 13 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 15:09 | yes | 13 | 20 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 11:02 | yes | 16 | 10 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 13:17 | yes | 2 | 5 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 14:16 | yes | 12 | 24 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-11-01 17:48 | yes | 10 | 3 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 14:15 | yes | 5 | 7 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 11:57 | yes | 5 | 3 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 16:12 | yes | 23 | 31 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 11:56 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 14:48 | no | 0 | 27 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 08:37 | yes | 20 | 25 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 15:27 | yes | 14 | 53 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 09:23 | yes | 5 | 21 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-11-01 14:38 | yes | 3 | 15 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 19:02 | yes | 13 | 21 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 17:37 | yes | 16 | 9 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 16:36 | yes | 5 | 8 s |
| Comparative | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 11:03 | yes | 15 | 23 s |
| Comparative | Perplexity Sonar | sonar | 2026-11-01 11:54 | yes | 10 | 6 s |
| Comparative | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 15:27 | yes | 15 | 16 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 15:13 | yes | 15 | 9 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 13:52 | yes | 24 | 55 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 08:42 | yes | 5 | 3 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 13:01 | yes | 5 | 22 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 12:04 | yes | 19 | 31 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 17:08 | yes | 24 | 44 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 16:55 | yes | 20 | 35 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-11-01 11:19 | yes | 7 | 30 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 16:06 | yes | 15 | 36 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 12:00 | no | 0 | 5 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 17:36 | yes | 2 | 4 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 11:12 | yes | 12 | 18 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-11-01 08:54 | yes | 10 | 3 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 14:44 | yes | 5 | 10 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 13:10 | yes | 5 | 4 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 16:47 | yes | 25 | 53 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 13:33 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 15:19 | yes | 5 | 15 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 09:13 | yes | 10 | 21 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 17:52 | yes | 18 | 70 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 18:07 | yes | 5 | 16 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 11:47 | yes | 2 | 10 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 13:07 | yes | 15 | 22 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 14:07 | no | 0 | 6 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 11:20 | yes | 3 | 7 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 12:03 | no | 0 | 17 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-11-01 16:55 | yes | 10 | 6 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 15:15 | yes | 10 | 29 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 09:41 | no | 0 | 7 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 15:22 | yes | 23 | 31 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 10:21 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 17:58 | no | 0 | 33 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 15:23 | yes | 19 | 83 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 17:18 | yes | 10 | 45 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 11:17 | yes | 10 | 38 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 09:15 | no | 0 | 11 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 13:45 | yes | 14 | 26 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 11:54 | yes | 18 | 11 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 15:50 | yes | 2 | 5 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 13:39 | yes | 11 | 21 s |
| Negative framing | Perplexity Sonar | sonar | 2026-11-01 15:45 | yes | 10 | 5 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 19:29 | yes | 14 | 14 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 17:08 | yes | 5 | 5 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 09:12 | yes | 25 | 29 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 12:22 | yes | 5 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 13:20 | yes | 10 | 36 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 17:36 | yes | 25 | 46 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 11:43 | yes | 24 | 248 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 19:24 | no | 0 | 14 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-11-01 10:12 | yes | 5 | 22 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 14:48 | yes | 20 | 30 s |
Normalization in this category
Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.
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Category-scoped readings
Cloudflare Gateway read as Cloudflare One
Proxy-Cheap.com read as Proxy-Cheap
Zscaler read as Zscaler Internet Access
Zyte read as Zyte API
Zyte (formerly ScrapingHub) read as Zyte API
Zyte (formerly Scrapinghub) read as Zyte API
Unresolved, counted raw
3X VPN
ASocks.com
Background Alert
Browse AI
Clourouter
Crawl4AI
Dappier
Decodo Site Unblocker
DlerCloud
Dun & Bradstreet
Exellius
GloryCloud/GoProxy
Koodog
Microsoft Entra Application Proxy
Naiyun
Novada
People Data Labs
Privoxy
Proxiware
Proxy6
ProxyCompass
ProxyNova
Proxy‑Seller
Renzhe Cloud
Rhetorik
SX.ORG
SafeGraph
Scraping Expert
Scrapingant
Scrapoxy
Smartproxy.org
Sugar Honey
Turbo VPN
Ujeebu
VPN Proxy Master
Webscraper.io
Webshare.io
Webz.io
XY VPN
Yilu Proxy
Discontinued, still offered
No shut-down product was recommended here.