Real ChatGPT answer + Gemini simulation · index seedqoa6MpEaqx0completeAI OverviewFinance and banking · investing and brokeragescommercial
Which online broker offers the absolute cheapest options trading commissions right now for a budget-conscious investor who trades a few contracts every week?
ChatGPTgpt-6Geminigemini-3.5-flash-lite3 passes + 1 real-search37 queries10/30/2026
Download run
Gemini unique queries
35
1 in ≥ half the passes · stability 34%
ChatGPT real searches predicted
50%
1 of 2 matched the simulation
Fan-out diagram
Seed → topic clusters → sub-queries, per model.
SEED QUERY
Which online broker offers the absolute cheapest options trading commissions right now for a budget-conscious investor who trades a few contracts every week?
35 unique queries · 3 passes
best brokers for small volume accounts
1 query · 2 hits
top discount brokers for options trading2xGoogle ↗
ENTITY EXPANSION
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.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence. 35 queries are still being classified.
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.
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
35 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
top discount brokers for options trading ENTITY EXPANSION | Google ↗ AI Mode ↗ | Identify all prominent discount brokerages that offer competitive options trading pricing. | — | review_roundup | best brokers for small volume accounts | 2x of 3 | |
cheapest options trading broker per contract fee comparison REFORMULATION | Google ↗ AI Mode ↗ | The user wants a direct breakdown of per-contract options trading commissions across major brokers. | — | comparison_table | options contract fee comparison and hid… | 1x of 3 | |
lowest options contract fee online brokers 2026 REFORMULATION | Google ↗ AI Mode ↗ | Find the specific broker fees per options contract currently offered in the market. | — | comparison_table | current broker options fee schedules | 1x of 3 | |
cheapest options trading broker fees 2024 REFORMULATION | Google ↗ AI Mode ↗ | Find a direct list of online brokers with the lowest per-contract commissions for options trading. | — | comparison_table | beginner options trading platforms and… | 1x of 3 | |
best low cost options broker for small accounts RELATED | Google ↗ AI Mode ↗ | The user wants to find brokerages that cater specifically to retail traders with limited capital and low trading volume. | — | review_roundup | best brokers for small volume accounts | 1x of 3 | |
best discount broker for low volume options traders RELATED | Google ↗ AI Mode ↗ | Identify brokers that do not penalize low-volume traders with high monthly fees or ticket minimums. | — | review_roundup | best brokers for small volume accounts | 1x of 3 | |
best low cost options brokers for small accounts RELATED | Google ↗ AI Mode ↗ | Discover brokers that cater well to retail traders with limited capital and low trading frequency. | — | buyers_guide | best brokers for small volume accounts | 1x of 3 | |
options trading hidden fees exercise and assignment costs IMPLICIT | Google ↗ AI Mode ↗ | The user needs to understand extra costs like exercise and assignment fees that might invalidate a seemingly cheap per-contract commission. | — | web_article | options contract fee comparison and hid… | 1x of 3 | |
brokers with no ticket fee options trading IMPLICIT | Google ↗ AI Mode ↗ | Discover options brokers that have eliminated flat base ticket charges in favor of simple per-contract pricing. | — | pricing_page | zero commission options trading hidden… | 1x of 3 | |
are there platform fees for options trading on robinhood and webull IMPLICIT | Google ↗ AI Mode ↗ | Check if zero-commission brokers like Robinhood or Webull charge hidden fees for options trading. | — | faq_page | robinhood webull and tastytrade fees | 1x of 3 | |
robinhood vs webull vs tastytrade options commission rates COMPARATIVE | Google ↗ AI Mode ↗ | The user wants a head-to-head comparison of popular low-cost brokerages regarding options contract pricing. | — | comparison_table | robinhood webull and tastytrade fees | 1x of 3 | |
robinhood vs webull vs tastytrade options fees COMPARATIVE | Google ↗ AI Mode ↗ | Compare the specific options pricing models of the most popular retail discount brokers. | — | comparison_table | robinhood webull and tastytrade fees | 1x of 3 | |
interactive brokers vs charles schwab options commission comparison COMPARATIVE | Google ↗ AI Mode ↗ | Compare the specific options pricing structures of two major discount brokerages. | — | comparison_table | interactive brokers versus charles schw… | 1x of 3 | |
interactive brokers vs charles schwab options commission COMPARATIVE | Google ↗ AI Mode ↗ | Evaluate whether Tiered pricing on Interactive Brokers beats Schwab's flat rate for small accounts. | — | comparison_table | interactive brokers versus charles schw… | 1x of 3 | |
what is a good options trading budget for beginners PERSONALIZED | Google ↗ AI Mode ↗ | The user seeks baseline guidance on capital requirements for trading a small number of options contracts weekly. | — | faq_page | beginner options trading platforms and… | 1x of 3 | |
cheapest options broker for low volume traders PERSONALIZED | Google ↗ AI Mode ↗ | Find a broker where low trade frequency does not incur inactivity or minimum balance penalties. | — | web_article | best brokers for small volume accounts | 1x of 3 | |
top low cost options trading platforms for beginners ENTITY EXPANSION | Google ↗ AI Mode ↗ | Find low-fee trading platforms that also offer beginner-friendly educational tools and interfaces. | — | buyers_guide | beginner options trading platforms and… | 1x of 3 | |
zero commission options trading platforms list REFORMULATION | Google ↗ AI Mode ↗ | The user wants to identify which brokers charge zero commission for options trades. | — | pricing_page | zero commission options trading hidden… | 1x of 3 | |
i only trade 5 options contracts a week which broker is cheapest PERSONALIZED | Google ↗ AI Mode ↗ | Find specific fee recommendations tailored to a very low-frequency options trading strategy. | — | calculator/tool | best brokers for small volume accounts | 1x of 3 | |
options contract commission fee schedules major brokers REFORMULATION | Google ↗ AI Mode ↗ | View the official fee schedule documents for options contracts across major brokerages. | — | pricing_page | options contract fee comparison and hid… | 1x of 3 | |
options regulatory fees SEC and OCC costs per contract RELATED | Google ↗ AI Mode ↗ | The user wants to know about mandatory regulatory and exchange fees that apply to options regardless of broker commissions. | — | glossary/definition | options contract fee comparison and hid… | 1x of 3 | |
hidden fees in options trading zero commission brokers RELATED | Google ↗ AI Mode ↗ | Understand regulatory fees, exercise/assignment fees, and payment for order flow implications on cheap platforms. | — | web_article | zero commission options trading hidden… | 1x of 3 | |
hidden costs of options trading zero commission brokers RELATED | Google ↗ AI Mode ↗ | Understand payment for order flow and other indirect costs of trading options on free platforms. | — | web_article | zero commission options trading hidden… | 1x of 3 | |
how much does it cost to trade 5 options contracts a week IMPLICIT | Google ↗ AI Mode ↗ | The user wants a practical calculation of weekly transaction costs for a low-volume options trading strategy. | — | calculator/tool | options contract fee comparison and hid… | 1x of 3 | |
options contract regulatory fees sec finra comparison RELATED | Google ↗ AI Mode ↗ | Learn which broker passes through exchange and regulatory fees without markups. | — | faq_page | options contract fee comparison and hid… | 1x of 3 | |
fidelity vs tastytrade options pricing for beginners COMPARATIVE | Google ↗ AI Mode ↗ | Compare Fidelity and Tastytrade specifically on options contract pricing and usability for less active traders. | — | comparison_table | beginner options trading platforms and… | 1x of 3 | |
interactive brokers vs charles schwab options pricing COMPARATIVE | Google ↗ AI Mode ↗ | The user wants to compare the options pricing structures of two major established brokerage firms. | — | comparison_table | interactive brokers versus charles schw… | 1x of 3 | |
moomoo vs robinhood options trading cost COMPARATIVE | Google ↗ AI Mode ↗ | Compare the promotional offers and standard contract fees between Moomoo and Robinhood. | — | comparison_table | robinhood webull and tastytrade fees | 1x of 3 | |
do online brokers charge exercise and assignment fees for options IMPLICIT | Google ↗ AI Mode ↗ | Find out if brokers charge extra fees when options contracts are exercised or assigned. | — | faq_page | current broker options fee schedules | 1x of 3 | |
best broker for low volume options traders ENTITY EXPANSION | Google ↗ AI Mode ↗ | The user wants to find platforms that do not penalize users for trading very few contracts per week. | — | review_roundup | best brokers for small volume accounts | 1x of 3 | |
how much does it cost to trade options online IMPLICIT | Google ↗ AI Mode ↗ | Get a baseline understanding of standard industry commission ranges for options contracts. | — | glossary/definition | beginner options trading platforms and… | 1x of 3 | |
best broker for buying a few options contracts a week REFORMULATION | Google ↗ AI Mode ↗ | Find a broker recommendation tailored specifically to a low-frequency options trader. | — | buyers_guide | best brokers for small volume accounts | 1x of 3 | |
best options broker for small accounts 2024 REFORMULATION | Google ↗ AI Mode ↗ | Find brokers with low or zero minimum deposit requirements and cheap contract commissions. | — | buyers_guide | best brokers for small volume accounts | 1x of 3 | |
comparison of options contract base fees and per contract fees ENTITY EXPANSION | Google ↗ AI Mode ↗ | Understand the difference between base ticket fees and per-contract fees across various platforms. | — | product_spec_sheet | options contract fee comparison and hid… | 1x of 3 | |
are free options brokers actually cheaper overall RELATED | Google ↗ AI Mode ↗ | The user wants critical analysis on whether zero-commission brokers cost more through wider bid-ask spreads or payment for order flow. | — | web_article | interactive brokers versus charles schw… | 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 | — | 925 / 1,444 | |
| gemini-3.5-flash-lite | 2 | 12 | 12 | — | 925 / 1,424 | |
| gemini-3.5-flash-lite | 3 | 12 | 12 | — | 925 / 1,517 |