Real ChatGPT answer + Gemini simulation · index seedol8QDaCkuuocompleteAI OverviewTelecom and utilities · home internetcommercial
My roommates and I are streaming 4K video and gaming simultaneously. What minimum download speed should we look for when shopping for cheap student internet deals?
ChatGPTgpt-6Geminigemini-3.5-flash-lite3 passes + 1 real-search35 queries10/30/2026
Download run
Gemini unique queries
34
2 in ≥ half the passes · stability 35%
ChatGPT real searches predicted
100%
1 of 1 matched the simulation
Fan-out diagram
Seed → topic clusters → sub-queries, per model.
SEED QUERY
My roommates and I are streaming 4K video and gaming simultaneously. What minimum download speed should we look for when shopping for cheap student internet deals?
34 unique queries · 3 passes
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
Gemini simulated (34)ChatGPT real searches (1)
Classes come from the query-classifier (a local Laya model). 25 of 35 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
What the models actually searched
Each model answered the query with its own web search. These are the searches it ran, matched to the closest simulated query.
ChatGPT1 real searches · gpt-6100% predicted
how much internet speed needed multiple simultaneous 4K streams online gaming Mbps Netflix 4K recommendation Google ↗
- Netflix-recommended internet speeds · help.netflix.com
- Best Internet Providers for Streaming in 2026 · broadbandnow.com
- What Internet Speed Do I Need? · centurylink.com
Semantic map
Every query placed by meaning (EmbeddingGemma 2, 256-d). Shaded regions are topics, nearby points are near-paraphrases, and a circle's size is how often the query came back.
Colour
SimulatedReal search
Hover a query to see its counterpart · click a topic to focus it · zoom with Ctrl/⌘ + scroll, a pinch, double-click or +
Queries
34 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
how much internet speed do multiple roommates need RELATED | Google ↗ AI Mode ↗ | Understand how adding multiple users and devices scales the required download and upload speeds. | Comparison | faq_page | household internet speed calculators | 2x of 3 | |
cheap student internet plans comparison 2024 ENTITY EXPANSION | Google ↗ AI Mode ↗ | Compare available low-cost internet options specifically marketed toward college and university students. | Comparison | comparison_table | student internet provider discounts | 2x of 3 | |
minimum download speed for 4k streaming and gaming at the same time REFORMULATION | Google ↗ AI Mode ↗ | Find the specific bandwidth threshold required to simultaneously stream 4K content and play online games without lag. | Comparison | web_article | bandwidth for streaming and gaming | 1x of 3 | |
minimum download speed for 4k streaming and gaming REFORMULATION | Google ↗ AI Mode ↗ | Find the specific bandwidth numbers required to run 4K video streams and online video games at the same time. | Consequence | web_article | bandwidth for streaming and gaming | 1x of 3 | |
minimum download speed for 4k streaming and online gaming REFORMULATION | Google ↗ AI Mode ↗ | Find the specific bandwidth numbers needed to simultaneously handle high-demand 4K video and gaming. | Consequence | web_article | bandwidth for streaming and gaming | 1x of 3 | |
internet speed calculator for multiple devices and roommates IMPLICIT | Google ↗ AI Mode ↗ | Use a tool to calculate the exact recommended internet speed based on the number of people and types of online activities in a shared household. | Comparison | calculator/tool | household internet speed calculators | 1x of 3 | |
how much bandwidth does 4k streaming use per device RELATED | Google ↗ AI Mode ↗ | Understand the exact megabits per second consumed by a single 4K video stream. | Consequence | glossary/definition | bandwidth for streaming and gaming | 1x of 3 | |
student internet plans cheap deals 2026 REFORMULATION | Google ↗ AI Mode ↗ | Identify budget-friendly internet packages specifically marketed to college students. | Comparison | pricing_page | student internet provider discounts | 1x of 3 | |
how much internet speed does online gaming require RELATED | Google ↗ AI Mode ↗ | Determine the download and upload speeds needed specifically for a good online gaming experience. | Reason | faq_page | gaming network performance requirements | 1x of 3 | |
is 300 mbps enough for 4k streaming and gaming with roommates IMPLICIT | Google ↗ AI Mode ↗ | Determine if a specific common mid-tier speed tier can handle the user's exact workload. | Comparison | forum/qna | evaluating specific internet speeds | 1x of 3 | |
does gaming require high download speed or low latency IMPLICIT | Google ↗ AI Mode ↗ | Clarify the role of ping versus raw megabits per second for gaming performance. | Comparison | glossary/definition | gaming network performance requirements | 1x of 3 | |
is 300 mbps enough for 4k streaming and gaming roommates COMPARATIVE | Google ↗ AI Mode ↗ | Evaluate whether a specific common mid-tier speed tier can handle the combined load of multiple users streaming and gaming. | Comparison | buyers_guide | evaluating specific internet speeds | 1x of 3 | |
fiber vs cable internet for online gaming and streaming COMPARATIVE | Google ↗ AI Mode ↗ | Compare different connection types to see which is better for low-latency gaming and high-bandwidth streaming. | Comparison | buyers_guide | gaming network performance requirements | 1x of 3 | |
is 300 mbps enough for 4 roommates gaming and streaming COMPARATIVE | Google ↗ AI Mode ↗ | Evaluate whether a specific mid-tier speed tier can handle heavy concurrent multi-user usage. | Comparison | buyers_guide | evaluating specific internet speeds | 1x of 3 | |
what is bandwidth throttling and how does it affect students ENTITY EXPANSION | Google ↗ AI Mode ↗ | Learn about data caps and throttling policies on budget-friendly internet plans. | Consequence | glossary/definition | student internet provider discounts | 1x of 3 | |
isp student discount programs xfinity spectrum ENTITY EXPANSION | Google ↗ AI Mode ↗ | Discover exact provider names that offer verified college student discounts. | Comparison | review_roundup | student internet provider discounts | 1x of 3 | |
how to get college student discount on internet service REFORMULATION | Google ↗ AI Mode ↗ | Learn the verification process and steps required to qualify for internet provider student discounts. | Instruction | how_to_steps | student internet provider discounts | 1x of 3 | |
how to find student discounts on internet service providers PERSONALIZED | Google ↗ AI Mode ↗ | Discover methods and eligibility criteria for securing student-specific utility discounts. | Instruction | how_to_steps | student internet provider discounts | 1x of 3 | |
how to test internet speed requirements for home network RELATED | Google ↗ AI Mode ↗ | Learn methods to audit current network usage and determine actual bandwidth consumption. | Instruction | how_to_steps | household internet speed calculators | 1x of 3 | |
best budget internet providers for college apartments PERSONALIZED | Google ↗ AI Mode ↗ | Identify affordable broadband providers well-suited for student housing situations. | Comparison | review_roundup | student internet provider discounts | 1x of 3 | |
internet speed calculator for multiple devices RELATED | Google ↗ AI Mode ↗ | Use an interactive tool to calculate the exact recommended internet speed based on specific household devices and activities. | Comparison | calculator/tool | household internet speed calculators | 1x of 3 | |
best cheap internet provider for college students apartment PERSONALIZED | Google ↗ AI Mode ↗ | Find affordable apartment-friendly internet options tailored for students. | Comparison | comparison_table | student internet provider discounts | 1x of 3 | |
comcast xfinity xfinity student discount internet speed limits ENTITY EXPANSION | Google ↗ AI Mode ↗ | Check the speed caps and performance limitations of popular student-targeted internet plans from major providers. | Reason | product_spec_sheet | student internet provider discounts | 1x of 3 | |
best budget internet providers for college students review ENTITY EXPANSION | Google ↗ AI Mode ↗ | Read expert reviews on low-cost internet providers catering to student demographics. | Comparison | review_roundup | student internet provider discounts | 1x of 3 | |
bandwidth calculator for streaming gaming and multiple users RELATED | Google ↗ AI Mode ↗ | Use an interactive tool to calculate exact recommended download speeds based on household devices. | Comparison | calculator/tool | household internet speed calculators | 1x of 3 | |
do budget internet plans have data caps for streaming and gaming IMPLICIT | Google ↗ AI Mode ↗ | Find out if cheap student plans restrict data usage, which would impact heavy streaming and gaming households. | Consequence | faq_page | gaming network performance requirements | 1x of 3 | |
does online gaming use more download or upload speed IMPLICIT | Google ↗ AI Mode ↗ | Clarify the role of upload speeds in gaming alongside download speed for streaming. | Consequence | web_article | gaming network performance requirements | 1x of 3 | |
megabits needed for 4k video stream netflix youtube REFORMULATION | Google ↗ AI Mode ↗ | Find official or recommended megabit thresholds for high-definition and ultra-HD video platforms. | Comparison | product_spec_sheet | bandwidth for streaming and gaming | 1x of 3 | |
shared apartment wifi router requirements for multiple heavy users RELATED | Google ↗ AI Mode ↗ | Learn what kind of router hardware is needed to support multiple roommates streaming and gaming simultaneously without bottlenecking. | Consequence | buyers_guide | household internet speed calculators | 1x of 3 | |
average internet speed needed for simultaneous 4k streaming REFORMULATION | Google ↗ AI Mode ↗ | Find benchmark speed figures specifically recommended for running multiple 4K video streams at once. | Reason | product_spec_sheet | bandwidth for streaming and gaming | 1x of 3 | |
reddit cheap student internet speed recommendations ENTITY EXPANSION | Google ↗ AI Mode ↗ | Gather crowd-sourced opinions and real experiences from students regarding budget internet. | Comparison | forum/qna | student internet provider discounts | 1x of 3 | |
is 100 mbps enough for two people gaming and streaming COMPARATIVE | Google ↗ AI Mode ↗ | Determine if a lower tier budget plan can suffice for concurrent high-bandwidth activities. | Comparison | forum/qna | evaluating specific internet speeds | 1x of 3 | |
how to get cheap internet without a contract for students PERSONALIZED | Google ↗ AI Mode ↗ | Find month-to-month or contract-free low-cost internet options suitable for student living situations. | Comparison | checklist | student internet provider discounts | 1x of 3 | |
fiber vs cable internet for gaming and streaming roommates COMPARATIVE | Google ↗ AI Mode ↗ | Compare connection types to see which is better suited for heavy concurrent multi-user demands. | Comparison | web_article | evaluating specific internet speeds | 1x of 3 |
Passes
Does another pass still surface new queries? A flattening curve means the fan-out has stabilised.
Geminix = pass, y = cumulative unique queries
| Model | Pass | Target | Generated | Seconds | Tokens (in / out) | Notes |
|---|---|---|---|---|---|---|
| gemini-3.5-flash-lite | 1 | 12 | 12 | — | 933 / 1,535 | |
| gemini-3.5-flash-lite | 2 | 12 | 12 | — | 933 / 1,509 | |
| gemini-3.5-flash-lite | 3 | 12 | 12 | — | 933 / 1,470 |