# youcom — full per-query output, all 52 queries

Runs `2026-08-16-r1`/`-r2` · region `ap-south-1` · ground truth frozen 2026-08-16T17:20:32Z sha256 `011da0f8…0cb7d28`.
Modes: news, search. Reproducible from `youcom/input-*/outputs/raw/<mode>/<Qxx>.json`.

**How to read this.** `top3 PASS/FAIL` asks only whether one hand-picked ground-truth URL appeared in the first 3 results — a FAIL does not mean the tool was wrong. Citation `unreadable` means our checker could not fetch the page (paywall, JS shell, PDF, 403, non-English); only `**FALSE**` means read and unsupported. Grades tagged `graded_by=claude-pass-1` are one model reader's pass, not a human sign-off.

**Calls:** 104 across 2 mode(s) · **errors:** 0

---

## Q01 · current-fact
**Query:** `Exa API price per 1000 search requests`
**Expected:** $7 per 1,000 search requests (increased from $5 in March 2026)
**Supporting URL(s):** https://exa.ai/pricing

**youcom/news** — $0.005 · 2424.4ms

**youcom/search** — top3 PASS · hit rank 1 · $0.005 · 2424.4ms · 10 results

_Results (top 5 + any matched URL, of 10):_
1. https://exa.ai/pricing  ⬅ **supporting URL**
    - exa.ai/pricing — 373 chars
2. https://exa.ai/docs/reference/pricing
    - Exa — 3,012 chars
3. https://fastcrw.com/blog/exa-pricing-explained
    - Exa AI Pricing Explained (2026): Tiers, Content Types, and Surcharges — 9,211 chars
4. https://exa.ai/pricing?tab=websets  ⬅ **supporting URL**
    - Exa API — 2,137 chars
5. https://www.usagepricing.com/tools/pricing-calculator/exa-ai
    - UsagePricing — 4,162 chars

---

## Q02 · current-fact
**Query:** `current CEO of Nebius`
**Expected:** Arkady Volozh (founder and CEO)
**Supporting URL(s):** https://en.wikipedia.org/wiki/Nebius_Group|https://nebius.com/about

**youcom/news** — top3 FAIL · hit rank not found · $0.005 · 13066.2ms · 10 results

_Results (top 5 + any matched URL, of 10):_
1. https://seekingalpha.com/article/4937049-nebius-i-am-still-not-selling-after-10x
    - Nebius: I’m Still Not Selling After 10x (NASDAQ:NBIS) — 1,362 chars
2. https://www.fool.com/investing/2026/08/12/why-nebius-stock-skyrocketed-today/
    - Why Nebius Stock Skyrocketed Today — 1,732 chars
3. https://fortune.com/2026/08/15/nvidia-21-billion-spacex-stake-30-billion-intel-shares/
    - Nvidia has $21 billion SpaceX stake, $30 billion in Intel shares — 1,311 chars
4. https://seekingalpha.com/article/4937045-nebius-strong-momentum-short-covering-at-work
    - Nebius: Strong Momentum And Short Covering At Work (NASDAQ:NBIS) — 1,793 chars
5. https://kelo.com/2026/08/12/nebius-beats-quarterly-revenue-estimates-as-ai-demand-fuels-growth/
    - Nebius powers past estimates as customers race to secure AI computing power — 2,352 chars

**youcom/search** — top3 PASS · hit rank 1 · $0.005 · 13066.2ms · 10 results

_Results (top 5 + any matched URL, of 10):_
1. https://en.wikipedia.org/wiki/Nebius_Group  ⬅ **supporting URL**
    - Nebius Group — 3,606 chars
2. https://simplywall.st/stocks/us/software/nasdaq-nbis/nebius-group/management
    - Nebius Group N.V. (NBIS) Leadership & Management Team Analysis - Simply Wall St — 105,457 chars
3. https://nebius.com/board-of-directors/arkady-volozh
    - Arkady Volozh — 1,162 chars
4. https://www.accel.com/podcast-episodes/nebiuss-arkady-volozh-on-what-it-takes-to-build-infrastructure-needed-for-the-ai-era
    - Nebius’s Arkady Volozh on Building AI Infrastructure — 1,551 chars
5. https://il.linkedin.com/in/arkady-volozh
    - Arkady Volozh‏ - ‏Tech Entrepreneur, CEO Nebius — 288 chars

---

## Q03 · current-fact
**Query:** `Bank of England base rate`
**Expected:** 3.75%
**Supporting URL(s):** https://www.bankofengland.co.uk/monetary-policy/the-interest-rate-bank-rate

**youcom/news** — top3 FAIL · hit rank not found · $0.005 · 7170.3ms · 10 results

_Results (top 5 + any matched URL, of 10):_
1. https://www.bbc.com/news/articles/cpq3w8q0j9go
    - Unauthorised traveller sites expanding as population grows — 7,884 chars
2. https://www.birminghammail.co.uk/news/money/bank-england-holds-base-rate-33369242
    - Bank of England holds base rate at 3.75% in a move that will benefit savers - Birming — 6,863 chars
3. https://www.wsj.com/livecoverage/stock-market-today-dow-sp-500-nasdaq-08-13-2026/card/u-k-growth-boosts-case-for-rate-rise-bank-of-england-s-pill-says-nWMiU8AfY8sjjoJesUYE
    - U.K. Growth Boosts Case for Rate Rise, Bank of England’s Pill Says — 707 chars
4. https://www.yahoo.com/news/us/articles/unauthorised-sites-growing-travellers-forced-234608815.html
    - Unauthorised sites are growing but travellers say they are forced to break the law — 7,884 chars
5. https://www.dailyrecord.co.uk/lifestyle/money/bank-england-base-rate-hold-35925481
    - Bank of England base rate hold impact on home buyers and savings accounts - Daily Rec — 13,686 chars

**youcom/search** — top3 PASS · hit rank 1 · $0.005 · 7170.3ms · 10 results

_Results (top 5 + any matched URL, of 10):_
1. https://www.bankofengland.co.uk/monetary-policy/the-interest-rate-bank-rate  ⬅ **supporting URL**
    - Current Bank Rate 3.75% — 4,477 chars
2. https://tradingeconomics.com/united-kingdom/interest-rate
    - United Kingdom Interest Rate — 1,967 chars
3. https://www.bankofengland.co.uk/boeapps/database/Bank-Rate.asp
    - www.bankofengland.co.uk/boeapps/database/Bank-Rate.asp — 5,656 chars
4. https://www.uswitch.com/mortgages/guides/bank-of-england-base-rate/
    - www.uswitch.com/mortgages/guides/bank-of-england-base-rate/ — 8,789 chars
5. https://www.money.co.uk/mortgages/bank-of-england-base-rate
    - www.money.co.uk/mortgages/bank-of-england-base-rate — 6,148 chars

---

## Q04 · current-fact
**Query:** `RBI repo rate current`
**Expected:** 5.25%
**Supporting URL(s):** https://www.rbi.org.in/Scripts/BS_PressReleaseDisplay.aspx?prid=63287|https://www.rbi.org.in

**youcom/news** — top3 FAIL · hit rank not found · $0.005 · 2248.1ms · 10 results

_Results (top 5 + any matched URL, of 10):_
1. https://www.cbssports.com/fantasy/baseball/news/diamondbacks-geraldo-perdomo-logs-four-hits-in-win/
    - Diamondbacks' Geraldo Perdomo: Logs four hits in win — 435 chars
2. https://www.mlb.com/news/braves-prospect-dixon-williams-career-high-10-rbi-high-a
    - Braves' Dixon Williams tallies career-high 10 RBIs at High-A — 2,080 chars
3. https://kelo.com/2026/08/11/exclusive-sri-lanka-central-bank-sees-no-need-for-further-rate-hikes-this-year-governor-says/
    - Exclusive-Sri Lanka central bank sees no need for further rate hikes this year, gover — 3,416 chars
4. https://www.wsj.com/pro/central-banking/norways-central-bank-holds-but-keeps-door-open-to-hike-d80832c8
    - Norway Central Bank Keeps Interest Rates Unchanged as Further Hikes Remain Possible — 451 chars
5. https://www.newsbytesapp.com/news/business/fpi-investment-in-indian-equities-this-august-revealed/story
    - FPIs invest ₹16,621cr in Indian equities in August — 1,954 chars

**youcom/search** — top3 FAIL · hit rank not found · $0.005 · 2248.1ms · 10 results

_Results (top 5 + any matched URL, of 10):_
1. https://www.bankbazaar.com/home-loan/repo-rate.html
    - Check the Current Repo Rate 2026 — 10,486 chars
2. https://data.rbi.org.in/
    - DBIE — 517 chars
3. https://tradingeconomics.com/india/interest-rate
    - India Interest Rate — 1,842 chars
4. https://www.bajajhousingfinance.in/repo-rate
    - What is Repo Rate? Meaning, Current Rates and Impact — 12,645 chars
5. https://cleartax.in/s/repo-rate
    - Current Repo and Reverse Repo Rate 2026: Meaning, Impact & History — 10,993 chars

---

## Q05 · current-fact
**Query:** `latest stable release version of PostgreSQL`
**Expected:** 18.6 (released 13 August 2026)
**Supporting URL(s):** https://www.postgresql.org/support/versioning/|https://en.wikipedia.org/wiki/PostgreSQL

**youcom/news** — $0.005 · 2388.3ms

**youcom/search** — top3 FAIL · hit rank 6 · $0.005 · 2388.3ms · 10 results

_Results (top 5 + any matched URL, of 10):_
1. https://www.postgresql.org/docs/release/
    - PostgreSQL: Release Notes — 744 chars
2. https://endoflife.date/postgresql
    - PostgreSQL | endoflife.date — 4,959 chars
3. https://pgpedia.info/postgresql-versions/index.html
    - PostgreSQL major versions - pgPedia - a PostgreSQL Encyclopedia — 473 chars
4. https://www.postgresql.org/about/news/postgresql-19-beta-1-released-3313/
    - PostgreSQL: PostgreSQL 19 Beta 1 Released! — 9,469 chars
5. https://www.postgresql.org/  ⬅ **supporting URL**
    - PostgreSQL: The world's most advanced open source database — 1,480 chars

---

## Q06 · current-fact
**Query:** `current UN Secretary-General`
**Expected:** António Guterres (9th Secretary-General)
**Supporting URL(s):** https://www.un.org/sg/en/content/sg/biography|https://en.wikipedia.org/wiki/Ant%C3%B3nio_Guterres

**youcom/news** — top3 FAIL · hit rank not found · $0.005 · 7638.3ms · 10 results

_Results (top 5 + any matched URL, of 10):_
1. https://www.pbs.org/video/biden-expresses-support-for-ukraine-at-un-general-assembly-1695151120/
    - NJ Spotlight News — 7,266 chars
2. https://www.yahoo.com/news/politics/articles/trump-pitches-fifa-boss-gianni-133849672.html
    - Trump Pitches FIFA Boss Gianni Infantino as Next UN Secretary-General: Report — 2,474 chars
3. https://www.ft.com/content/8349e039-a02c-4586-92d8-7f95d3fcd15a
    - Subscribe to read — 6,025 chars
4. https://www.yahoo.com/news/politics/articles/sources-costa-ricas-grynspan-leads-011822472.html
    - www.yahoo.com/news/politics/articles/sources-costa-ricas-grynspan-leads-011822472.htm — 2,147 chars
5. https://www.newsweek.com/map-shows-all-shield-of-the-americas-nations-as-trumps-alliance-grows-12320331
    - Map Shows All ‘Shield of the Americas’ Nations as Trump’s Alliance Grows — 6,668 chars

**youcom/search** — top3 PASS · hit rank 2 · $0.005 · 7638.3ms · 10 results

_Results (top 5 + any matched URL, of 10):_
1. https://en.wikipedia.org/wiki/Secretary-General_of_the_United_Nations
    - Secretary-General of the United Nations — 29,936 chars
2. https://www.un.org/sg/en/content/sg/biography  ⬅ **supporting URL**
    - Biography | Secretary-General — 4,986 chars
3. https://ask.un.org/faq/14625
    - Who is and has been Secretary-General of the United Nations? - Ask DAG! — 2,658 chars
4. https://www.linkedin.com/in/antonio-guterres/
    - António Guterres - Secretary-General of the United Nations | LinkedIn — 30,420 chars
5. https://en.wikipedia.org/wiki/Ant%C3%B3nio_Guterres
    - António Guterres — 64,540 chars
9. https://www.un.org/sg/en  ⬅ **supporting URL**
    - Secretary-General — 1,197 chars

---

## Q07 · current-fact
**Query:** `who owns Instagram parent company`
**Expected:** Meta Platforms, Inc.
**Supporting URL(s):** https://www.britannica.com/money/Instagram|https://en.wikipedia.org/wiki/Instagram

**youcom/news** — top3 FAIL · hit rank not found · $0.005 · 3576.9ms · 10 results

_Results (top 5 + any matched URL, of 10):_
1. https://www.pbs.org/video/business-report-meta-slashes-jobs-1668021425/
    - NJ Spotlight News — 2,849 chars
2. https://www.yahoo.com/news/politics/articles/meta-pumps-money-democratic-state-162831889.html
    - Meta pumps money into a Democratic state Senate primary in Tampa Bay — 3,933 chars
3. https://tech.yahoo.com/social-media/articles/instagram-just-changed-logo-first-133003614.html
    - Instagram Just Changed Its Logo for the First Time in a Decade. The Reviews Are Mixed — 1,182 chars
4. https://www.cbsnews.com/news/social-media-addiction-lawsuits-court-rules/
    - Social media addiction lawsuits against Meta and TikTok can proceed, court rules — 1,674 chars
5. https://tech.yahoo.com/social-media/articles/instagram-reveals-logo-162757603.html
    - Instagram reveals its new logo — 2,017 chars

**youcom/search** — top3 FAIL · hit rank 5 · $0.005 · 3576.9ms · 10 results

_Results (top 5 + any matched URL, of 10):_
1. https://www.companieshistory.com/who-owns-instagram/
    - Who Owns Instagram? — 7,808 chars
2. https://www.fool.com/investing/how-to-invest/stocks/who-owns-instagram/
    - Which Company Owns Instagram? | The Motley Fool — 3,315 chars
3. https://boostgrams.com/blog/who-owns-instagram/
    - Who Owns Instagram? Closer Look at the Social Media Giant — 6,031 chars
4. https://www.investopedia.com/articles/personal-finance/051815/top-11-companies-owned-facebook.asp
    - Top 3 Companies Owned by Facebook (Meta) — 16,476 chars
5. https://en.wikipedia.org/wiki/Instagram
    - Instagram — 108,595 chars

---

## Q08 · current-fact
**Query:** `who is the CEO of OpenAI`
**Expected:** Sam Altman
**Supporting URL(s):** https://www.britannica.com/money/Sam-Altman|https://en.wikipedia.org/wiki/Sam_Altman

**youcom/news** — top3 FAIL · hit rank not found · $0.005 · 4351.6ms · 10 results

_Results (top 5 + any matched URL, of 10):_
1. https://www.thetechedvocate.org/openai-talent-exodus-10-burning-questions-for-investors/
    - OpenAI Talent Exodus: 10 Burning Questions for Investors — 30,262 chars
2. https://www.tmz.com/2026/08/11/sam-altmans-sister-refutes-his-claim-that-she-is-mentally-ill/
    - OpenAI CEO Sam Altman’s Sister Fires Back at His Claim She’s Mentally Ill in Court Ba — 1,726 chars
3. https://www.yahoo.com/news/us/articles/openai-ceo-sam-altman-sister-161437739.html
    - www.yahoo.com/news/us/articles/openai-ceo-sam-altman-sister-161437739.html — 2,220 chars
4. https://www.dexerto.com/entertainment/google-responds-after-wrongly-claiming-openai-ceo-had-died-3397987/
    - Google responds after wrongly claiming OpenAI CEO had died — 1,681 chars
5. https://www.theverge.com/ai-artificial-intelligence/979815/openai-denise-dresser-leaving-executive-departure
    - OpenAI is losing its second executive this week — 1,403 chars

**youcom/search** — top3 PASS · hit rank 1 · $0.005 · 4351.6ms · 10 results

_Results (top 5 + any matched URL, of 10):_
1. https://en.wikipedia.org/wiki/Sam_Altman
    - Sam Altman — 28,697 chars
2. https://www.linkedin.com/posts/jenniferstojkovic_today-everybody-knows-sam-altman-as-the-activity-7440421831989342208-mAry
    - Today, everybody knows Sam Altman as the CEO of OpenAI.

But when I worked with him,  — 25,302 chars
3. https://www.britannica.com/money/Sam-Altman  ⬅ **supporting URL**
    - Sam Altman — 6,509 chars
4. https://www.businessinsider.com/sam-altman
    - Meet Sam Altman, OpenAI's Cofounder and CEO - Business Insider — 10,520 chars
5. https://www.forbes.com/profile/sam-altman/
    - Sam Altman — 49,044 chars

---

## Q09 · current-fact
**Query:** `FIFA World Cup 2026 host countries`
**Expected:** Canada, Mexico, United States
**Supporting URL(s):** https://www.fifa.com/en/tournaments/mens/worldcup/canadamexicousa2026/host-cities|https://en.wikipedia.org/wiki/2026_FIFA_World_Cup

**youcom/news** — $0.005 · 3275.1ms

**youcom/search** — top3 PASS · hit rank 1 · $0.005 · 3275.1ms · 10 results

_Results (top 5 + any matched URL, of 10):_
1. https://www.fifa.com/en/tournaments/mens/worldcup/canadamexicousa2026/host-cities  ⬅ **supporting URL**
    - www.fifa.com/en/tournaments/mens/worldcup/canadamexicousa2026/host-cities — 49 chars
2. https://www.fifa.com/en/tournaments/mens/worldcup/canadamexicousa2026/articles/fifa-world-cup-2026-hosts-cities-dates-usa-mexico-canada
    - www.fifa.com/en/tournaments/mens/worldcup/canadamexicousa2026/articles/fifa-world-cup — 20 chars
3. https://www.fifa.com/en/tournaments/mens/worldcup/canadamexicousa2026  ⬅ **supporting URL**
    - www.fifa.com/en/tournaments/mens/worldcup/canadamexicousa2026 — 49 chars
4. https://en.wikipedia.org/wiki/List_of_FIFA_World_Cup_hosts
    - List of FIFA World Cup hosts — 66,576 chars
5. https://www.roadtrips.com/world-cup/2026-world-cup-packages/venues/
    - 2026 World Cup Host Cities — 15,541 chars

---

## Q10 · current-fact
**Query:** `capital city of Australia`
**Expected:** Canberra
**Supporting URL(s):** https://www.britannica.com/place/Canberra|https://en.wikipedia.org/wiki/Canberra

**youcom/news** — $0.005 · 2391.1ms

**youcom/search** — top3 PASS · hit rank 1 · $0.005 · 2391.1ms · 10 results

_Results (top 5 + any matched URL, of 10):_
1. https://en.wikipedia.org/wiki/Canberra
    - Canberra — 100,899 chars
2. https://www.australia.com/en-us/places/australian-capital-territory.html
    - Australian Capital Territory: Places to visit and things to do — 1,607 chars
3. https://www.insideaustraliatravel.com/faqs/australia-capital-city
    - What Is the Capital City of Australia? — 2,315 chars
4. https://youtooproject.com/en/blog/australia-en/capital-of-australia-canberra/
    - What is the capital of Australia? If you thought it was Sydney, keep on reading — 4,628 chars
5. https://en.wikipedia.org/wiki/List_of_Australian_capital_cities
    - List of Australian capital cities — 3,109 chars

---

## Q11 · niche-technical
**Query:** `pandas SettingWithCopyWarning chained assignment fix`
**Expected:** Replace chained indexing with a single .loc[row, col] = value call, which is label-based and accepts a tuple of row and column indices
**Supporting URL(s):** https://pandas.pydata.org/docs/user_guide/indexing.html#returning-a-view-versus-a-copy|https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html

**youcom/news** — $0.005 · 4935.2ms

**youcom/search** — top3 FAIL · hit rank not found · $0.005 · 4935.2ms · 10 results

_Results (top 5 + any matched URL, of 10):_
1. https://stackoverflow.com/questions/20625582/how-to-deal-with-settingwithcopywarning-in-pandas
    - python - How to deal with SettingWithCopyWarning in Pandas - Stack Overflow — 91,401 chars
2. https://www.dataquest.io/blog/settingwithcopywarning/
    - SettingwithCopyWarning: How to Fix This Warning in Pandas – Dataquest — 30,449 chars
3. https://note.nkmk.me/en/python-pandas-setting-with-copy-warning/
    - pandas: How to fix SettingWithCopyWarning: A value is trying to be set on ... — 9,198 chars
4. https://oneuptime.com/blog/post/2026-01-25-fix-settingwithcopywarning-pandas/view
    - How to Fix SettingWithCopyWarning in Pandas — 8,997 chars
5. https://towardsdatascience.com/settingwithcopywarning-in-pandas-782e4aa54ff7/
    - SettingWithCopyWarning in pandas | Towards Data Science — 25,283 chars

---

## Q12 · niche-technical
**Query:** `psycopg2 OperationalError SSL SYSCALL error EOF detected`
**Expected:** The server closed the connection abruptly (often insufficient CPU/RAM under load, or idle timeout). psycopg2's pool has no built-in disconnection check; maintainer recommends psycopg3's pool, increasing server resources, or manually closing bad connections before putconn
**Supporting URL(s):** https://github.com/psycopg/psycopg2/issues/1445

**youcom/news** — $0.005 · 4847.3ms

**youcom/search** — top3 PASS · hit rank 2 · $0.005 · 4847.3ms · 10 results

_Results (top 5 + any matched URL, of 10):_
1. https://stackoverflow.com/questions/24130305/postgres-ssl-syscall-error-eof-detected-with-python-and-psycopg
    - postgresql - Postgres SSL SYSCALL error: EOF detected with python and psycopg - Stack — 25,582 chars
2. https://github.com/psycopg/psycopg2/issues/1445  ⬅ **supporting URL**
    - SSL SYSCALL error: EOF detected · Issue #1445 · psycopg/psycopg2 — 12,135 chars
3. https://www.geeksforgeeks.org/python/how-to-fix-psycopg2-operationalerror-ssl-syscall-error-eof-detected-in-python/
    - How to Fix 'psycopg2 OperationalError: SSL SYSCALL Error: EOF Detected' in Python — 4,107 chars
4. https://github.com/sqlalchemy/sqlalchemy/discussions/8348
    - SSL SYSCALL error: EOF detected · sqlalchemy/sqlalchemy · Discussion #8348 · GitHub — 12,282 chars
5. https://blog.stigok.com/2021/02/28/sqlalchemy-postgres-ssl-eof-detected.html
    - SSL EOF errors with Python 3 SQLAlchemy and managed cloud Postgres database — 4,223 chars

---

## Q13 · niche-technical
**Query:** `httpx ReadTimeout vs ConnectTimeout default values`
**Expected:** Both default to 5 seconds; httpx raises a TimeoutException after 5s of network inactivity, across connect, read, write, and pool timeouts
**Supporting URL(s):** https://www.python-httpx.org/advanced/timeouts

**youcom/news** — $0.005 · 5017.5ms

**youcom/search** — top3 PASS · hit rank 1 · $0.005 · 5017.5ms · 10 results

_Results (top 5 + any matched URL, of 10):_
1. https://www.python-httpx.org/advanced/timeouts/  ⬅ **supporting URL**
    - Timeouts — 2,817 chars
2. https://honeyryderchuck.gitlab.io/httpx/wiki/Timeouts
    - Timeouts · honeyryder — 5,375 chars
3. https://github.com/encode/httpx/blob/master/docs/advanced/timeouts.md
    - timeouts.md — 2,663 chars
4. https://stackoverflow.com/questions/59362346/strange-errors-with-asynchronous-requests
    - python 3.x - Strange errors with asynchronous requests - Stack Overflow — 10,764 chars
5. https://github.com/encode/httpx/issues/435
    - Page not found · GitHub · GitHub — 992 chars

---

## Q14 · niche-technical
**Query:** `pydantic v2 model_config replaces class Config`
**Expected:** Pydantic V2 renamed the V1 API - inner-class-based configuration and dict()-style methods are replaced by model_ prefixed equivalents (model_config, model_dump, model_validate)
**Supporting URL(s):** https://docs.pydantic.dev/latest/migration

**youcom/news** — $0.005 · 5854.0ms

**youcom/search** — top3 FAIL · hit rank 8 · $0.005 · 5854.0ms · 10 results

_Results (top 5 + any matched URL, of 10):_
1. https://docs.pydantic.dev/2.0/usage/model_config/
    - Model config | Pydantic Docs — 18,006 chars
2. https://github.com/pydantic/pydantic/issues/8469
    - It is possible to instantiate model with `model_config` field without exceptions · Is — 13,880 chars
3. https://www.reddit.com/r/learnpython/comments/1aqkutq/pydantic_v2_change_extra_config/
    - Reddit - el corazón de la conversación — 5,493 chars
4. https://github.com/pydantic/pydantic/discussions/7076
    - Class-based config deprecation warning (fields usage) · pydantic/pydantic · Discussio — 12,839 chars
5. https://docs.pydantic.dev/latest/api/config/
    - Configuration - Pydantic Validation — 41,062 chars
8. https://docs.pydantic.dev/latest/migration/  ⬅ **supporting URL**
    - Migration Guide - Pydantic Validation — 49,133 chars

---

## Q15 · niche-technical
**Query:** `ruff rule code for unused loop variable`
**Expected:** B007 (unused-loop-control-variable); prefix the variable with an underscore if intentionally unused
**Supporting URL(s):** https://docs.astral.sh/ruff/rules/unused-loop-control-variable

**youcom/news** — $0.005 · 2698.8ms

**youcom/search** — top3 PASS · hit rank 1 · $0.005 · 2698.8ms · 10 results

_Results (top 5 + any matched URL, of 10):_
1. https://docs.astral.sh/ruff/rules/unused-loop-control-variable/  ⬅ **supporting URL**
    - unused-loop-control-variable (B007) — 585 chars
2. https://docs.astral.sh/ruff/rules/unused-variable/
    - unused-variable (F841) — 853 chars
3. https://docs.astral.sh/ruff/rules/unused-unpacked-variable/
    - unused-unpacked-variable (RUF059) — 600 chars
4. https://docs.astral.sh/ruff/rules/unused-function-argument/
    - unused-function-argument (ARG001) | Ruff — 550 chars
5. https://docs.astral.sh/ruff/rules/used-dummy-variable/
    - used-dummy-variable (RUF052) — 1,826 chars
6. https://docs.astral.sh/ruff/rules/  ⬅ **supporting URL**
    - Rules — 153,331 chars

---

## Q16 · niche-technical
**Query:** `polars lazy frame collect streaming engine memory`
**Expected:** Pass engine="streaming" to collect() to process larger-than-RAM data in batches; unsupported operations fall back to the in-memory engine
**Supporting URL(s):** https://docs.pola.rs/user-guide/concepts/streaming

**youcom/news** — $0.005 · 4931.7ms

**youcom/search** — top3 PASS · hit rank 1 · $0.005 · 4931.7ms · 10 results

_Results (top 5 + any matched URL, of 10):_
1. https://docs.pola.rs/user-guide/concepts/streaming/  ⬅ **supporting URL**
    - Streaming — 2,012 chars
2. https://docs.pola.rs/api/python/dev/reference/lazyframe/api/polars.LazyFrame.collect.html
    - polars.LazyFrame.collect — 5,740 chars
3. https://urbandataengineer.substack.com/p/big-data-small-machine-the-magic
    - Big Data, Small Machine: The Magic of Polars Streaming and more Data tips — 10,257 chars
4. https://pola.rs/posts/polars-in-aggregate-dec25/
    - Polars — 13,290 chars
5. https://xiaochuany.github.io/blog/2025/04/06/polars-streaming-tricks/
    - Polars streaming tricks - Xiaochuan's blog — 1,967 chars

---

## Q17 · niche-technical
**Query:** `Playwright locator strict mode violation multiple elements`
**Expected:** The locator matched more than one element while the action requires exactly one; opt out with locator.first, locator.last, or locator.nth(), or narrow the locator
**Supporting URL(s):** https://playwright.dev/docs/locators|https://playwright.dev/python/docs/locators#strictness

**youcom/news** — $0.005 · 4683.2ms

**youcom/search** — top3 PASS · hit rank 1 · $0.005 · 4683.2ms · 10 results

_Results (top 5 + any matched URL, of 10):_
1. https://playwright.dev/docs/locators  ⬅ **supporting URL**
    - Locators — 23,028 chars
2. https://stackoverflow.com/questions/76043713/playwright-locator-error-strict-mode-violation
    - javascript - Playwright - Locator error :strict mode violation - Stack Overflow — 9,759 chars
3. https://stackoverflow.com/questions/78138968/getting-this-error-strict-mode-violation-on-multiple-locators-in-playwright
    - typescript - Getting this error strict mode violation on multiple locators in playwri — 13,958 chars
4. https://github.com/microsoft/playwright/issues/30069
    - [Bug]: Error: strict mode violation when using _or (with .locator())... resolved to 2 — 1,770 chars
5. https://github.com/microsoft/playwright/issues/10611
    - [Question] What does it mean Error: strict mode violation ? · Issue #10611 · microsof — 438 chars

---

## Q18 · niche-technical
**Query:** `tiktoken cl100k_base vs o200k_base difference`
**Expected:** cl100k_base is the encoding for gpt-4, gpt-4-turbo, gpt-3.5-turbo and embeddings; o200k_base is the encoding for gpt-4o and gpt-4o-mini
**Supporting URL(s):** https://cookbook.openai.com/examples/how_to_count_tokens_with_tiktoken|https://developers.openai.com/cookbook/examples/how_to_count_tokens_with_tiktoken

**youcom/news** — $0.005 · 5105.1ms

**youcom/search** — top3 PASS · hit rank 2 · $0.005 · 5105.1ms · 10 results

_Results (top 5 + any matched URL, of 10):_
1. https://github.com/openai/tiktoken
    - github.com/openai/tiktoken — 4,547 chars
2. https://developers.openai.com/cookbook/examples/how_to_count_tokens_with_tiktoken
    - How to count tokens with Tiktoken — 22,790 chars
3. https://www.buildfastwithai.com/blogs/what-is-tiktoken-openai-model
    - Tiktoken: High-Performance Tokenizer for OpenAI Models — 11,392 chars
4. https://llm-calculator.com/blog/gpt-4o-vs-gpt-4-tokenization/
    - GPT-4o vs GPT-4: Tokenization Differences — 6,624 chars
5. https://www.nuget.org/packages/Tiktoken.Encodings.cl100k/3.1.1
    - NuGet Gallery — 13,378 chars

---

## Q19 · niche-technical
**Query:** `Postgres pg_stat_statements query normalization limitations`
**Expected:** Constants are replaced with $1, but only inline-literal IN lists get squashed (shown as IN ($1 /*, ... */)); parameter-bound lists and structural differences (aliases) produce separate entries
**Supporting URL(s):** https://www.postgresql.org/docs/current/pgstatstatements.html|https://www.postgresql.org/docs/18/pgstatstatements.html

**youcom/news** — $0.005 · 6141.0ms

**youcom/search** — top3 PASS · hit rank 2 · $0.005 · 6141.0ms · 10 results

_Results (top 5 + any matched URL, of 10):_
1. https://blog.ioguix.net/postgresql/2012/08/06/Normalizing-queries-for-pg_stat_statements.html
    - Normalizing queries for pg_stat_statements < 9.2 — 4,137 chars
2. https://www.postgresql.org/docs/current/pgstatstatements.html  ⬅ **supporting URL**
    - F.32. pg_stat_statements — track statistics of SQL planning and execution # — 21,809 chars
3. https://virtual-dba.com/blog/mastering-pgstatstatements-in-postgresql/
    - Mastering pg_stat_statements in PostgreSQL | Virtual-DBA — 10,605 chars
4. https://paquier.xyz/postgresql-2/postgres-16-pgstatstatements-norm/
    - Postgres 16 highlight - Normalization of utilities in pg_stat_statements — 7,610 chars
5. https://www.postgresql.org/message-id/CABzZFEuc0ww6jHtLKPp44y8mXwr_tXjorXXJdc9E-ArfFU53XQ@mail.gmail.com
    - PostgreSQL: pg_stat_statements query normalization — 1,510 chars

---

## Q20 · niche-technical
**Query:** `uv pip install break-system-packages equivalent`
**Expected:** uv requires a virtual environment by default (use uv venv); to install into system Python use uv pip install --system, which is required to modify a non-virtual environment
**Supporting URL(s):** https://docs.astral.sh/uv/reference/settings/|https://docs.astral.sh/uv/pip/environments

**youcom/news** — $0.005 · 5074.6ms

**youcom/search** — top3 FAIL · hit rank 8 · $0.005 · 5074.6ms · 10 results

_Results (top 5 + any matched URL, of 10):_
1. https://github.com/astral-sh/uv/issues/15673
    - Question: Is there a `--break-system-packages` equivalent to install in the system en — 2,498 chars
2. https://stackoverflow.com/questions/78726750/how-can-i-install-packages-using-uv-pip-install-without-creating-a-virtual-env
    - python - How can I install packages using `uv pip install` without creating a virtual — 10,574 chars
3. https://docs.astral.sh/uv/reference/environment/
    - Environment variables — 37,860 chars
4. https://github.com/astral-sh/uv/issues/9380
    - How To Cleanly Use UV For System Python · Issue #9380 · astral-sh/uv · GitHub — 2,052 chars
5. https://github.com/astral-sh/uv/issues/12204
    - `uv pip install --system` fails because python installation is managed by uv? · Issue — 3,866 chars
8. https://docs.astral.sh/uv/reference/settings/  ⬅ **supporting URL**
    - Settings — 67,335 chars

---

## Q21 · niche-technical
**Query:** `Kubernetes CrashLoopBackOff exit code 137 meaning`
**Expected:** 137 = 128 + 9 (SIGKILL); the kernel OOM killer terminated the container for exceeding its memory limit. kubectl describe shows Reason: OOMKilled, Exit Code: 137
**Supporting URL(s):** https://kubernetes.io/docs/tasks/configure-pod-container/assign-memory-resource/|https://cast.ai/blog/kubernetes-exit-codes

**youcom/news** — $0.005 · 4821.8ms

**youcom/search** — top3 PASS · hit rank 1 · $0.005 · 4821.8ms · 10 results

_Results (top 5 + any matched URL, of 10):_
1. https://cast.ai/blog/kubernetes-exit-codes/
    - Kubernetes Exit Codes: 137, 139, 143, 127 and Fixes — 26,769 chars
2. https://middleware.io/blog/exit-code-137-in-kubernetes-causes-diagnosis-fixes/
    - Exit Code 137 in Kubernetes: Causes, Diagnosis, and Fixes — 14,131 chars
3. https://stackoverflow.com/questions/59729917/kubernetes-pods-terminated-exit-code-137
    - linux - Kubernetes Pods Terminated - Exit Code 137 - Stack Overflow — 23,448 chars
4. https://www.groundcover.com/kubernetes-troubleshooting/exit-code-137
    - Exit Code 137: Causes & Best Practices to Prevent It — 13,493 chars
5. https://resolve.ai/glossary/how-to-debug-kubernetes-OOMKilled-errors
    - Debugging Kubernetes OOMKilled (Exit Code 137): A Root Cause Guide — 12,320 chars

---

## Q22 · niche-technical
**Query:** `FFmpeg concat demuxer audio sync drift fix`
**Expected:** The aresample filter can stretch/squeeze audio data to make it match the timestamps; use async (e.g. aresample=async=1) to correct sync drift
**Supporting URL(s):** https://ffmpeg.org/ffmpeg-filters.html

**youcom/news** — $0.005 · 4940.1ms

**youcom/search** — top3 FAIL · hit rank not found · $0.005 · 4940.1ms · 10 results

_Results (top 5 + any matched URL, of 10):_
1. https://www.ffmpeg-micro.com/blog/ffmpeg-concat-merge-videos
    - How to Merge and Concatenate Videos with FFmpeg — 9,956 chars
2. https://stackoverflow.com/questions/35416110/ffmpeg-concat-video-and-audio-out-of-sync
    - FFmpeg concat video and audio out of sync - Stack Overflow — 28,459 chars
3. https://video.stackexchange.com/questions/19237/ffmpeg-concat-introduces-a-v-sync-problem
    - video - ffmpeg concat introduces a/v sync problem - Video Production Stack Exchange — 10,900 chars
4. https://stackoverflow.com/questions/75455442/ffmpeg-seeking-with-concat-demuxer-causes-video-audio-to-be-out-of-sync
    - FFMPEG Seeking with concat demuxer causes video & audio to be out of sync - Stack Ove — 7,865 chars
5. https://video.stackexchange.com/questions/27887/video-concatenation-puts-sound-out-of-sync
    - ffmpeg - Video concatenation puts sound out of sync - Video Production Stack Exchange — 20,432 chars

---

## Q23 · ambiguity
**Query:** `Apollo pricing`
**Expected:** Apollo.io (sales intelligence / prospecting platform) pricing
**Supporting URL(s):** https://www.apollo.io/pricing

**youcom/news** — $0.005 · 2801.4ms

**youcom/search** — top3 PASS · hit rank 1 · $0.005 · 2801.4ms · 10 results

_Results (top 5 + any matched URL, of 10):_
1. https://www.apollo.io/pricing  ⬅ **supporting URL**
    - www.apollo.io/pricing — 15,951 chars
2. https://www.landbase.com/blog/apollo-pricing
    - Apollo Pricing 2026: Plans, Costs, and What You Pay — 18,547 chars
3. https://www.enginy.ai/blog/apollo-io-pricing
    - Apollo.io Pricing 2026: what’s really included in each plan — 36,495 chars
4. https://salesmotion.io/blog/apollo-pricing
    - Apollo.io Pricing Breakdown 2026: Plans, Credits, and Real Costs — 23,068 chars
5. https://www.warmly.ai/p/blog/apollo-pricing
    - Apollo Pricing 2026: Plans From $59-$149/mo (Full Breakdown) — 15,294 chars

---

## Q24 · ambiguity
**Query:** `Linkup API`
**Expected:** Linkup.so — web search API for AI agents
**Supporting URL(s):** https://www.linkup.so

**youcom/news** — $0.005 · 13898.3ms

**youcom/search** — top3 PASS · hit rank 2 · $0.005 · 13898.3ms · 10 results

_Results (top 5 + any matched URL, of 10):_
1. https://linkupapi.com/
    - LinkupAPI: Connect your AI agent to B2B Channels — 7,809 chars
2. https://www.linkup.so/  ⬅ **supporting URL**
    - Linkup — 2,090 chars
3. https://www.linkedin.com/company/linkup-api
    - Linkup API — 397 chars
4. https://www.make.com/en/integrations/linkupapi
    - Linkup API for LinkedIn Integration | Workflow Automation | Make — 16,243 chars
5. https://bogota.aitinkerers.org/technologies/linkup-api
    - Linkup API Projects — 2,702 chars
8. https://www.linkup.so/pricing  ⬅ **supporting URL**
    - Linkup — 519 chars

---

## Q25 · ambiguity
**Query:** `Parallel search API`
**Expected:** Parallel.ai — search/index API for agents
**Supporting URL(s):** https://www.parallel.ai

**youcom/news** — $0.005 · 5420.3ms

**youcom/search** — top3 FAIL · hit rank 5 · $0.005 · 5420.3ms · 10 results

_Results (top 5 + any matched URL, of 10):_
1. https://parallel.ai/blog/parallel-search-api
    - Upgrades to the Parallel Search & Extract APIs — 21,881 chars
2. https://parallel.ai/products/search
    - parallel.ai/products/search — 12,994 chars
3. https://www.linkedin.com/posts/parallel-web_today-were-launching-the-parallel-search-activity-7392246569791668224-nghL
    - Introducing Parallel Search API for AI agents, built for accuracy and efficiency. | P — 928 chars
4. https://docs.parallel.ai/search/search-quickstart
    - docs.parallel.ai/search/search-quickstart — 1,492 chars
5. https://parallel.ai/
    - Parallel Web Systems | Infrastructure for intelligence on the web — 10,625 chars

---

## Q26 · ambiguity
**Query:** `Sonar documentation`
**Expected:** Perplexity Sonar API documentation
**Supporting URL(s):** https://docs.perplexity.ai

**youcom/news** — $0.005 · 5177.5ms

**youcom/search** — top3 FAIL · hit rank not found · $0.005 · 5177.5ms · 10 results

_Results (top 5 + any matched URL, of 10):_
1. https://docs.sonarsource.com/
    - Home — 648 chars
2. https://docs.sonar.expert/
    - Sonar Knowledge Base — 1,402 chars
3. https://docs.sonarqube.org/latest/
    - 301 Moved Permanently — 27 chars
4. https://docs.sonarsource.com/sonarqube-server
    - Homepage — 6,923 chars
5. https://docs.sonarsource.com/sonarqube-server/10.8
    - Homepage | SonarQube Server 10.8 | Sonar Documentation — 7,536 chars

---

## Q27 · ambiguity
**Query:** `Comet browser features`
**Expected:** Perplexity Comet — AI web browser / personal assistant
**Supporting URL(s):** https://www.perplexity.ai/comet

**youcom/news** — $0.005 · 3798.8ms

**youcom/search** — top3 PASS · hit rank 1 · $0.005 · 3798.8ms · 10 results

_Results (top 5 + any matched URL, of 10):_
1. https://www.perplexity.ai/comet  ⬅ **supporting URL**
    - A new browser from Perplexity — 828 chars
2. https://www.reddit.com/r/browsers/comments/1m2cqw3/comet_browser_reviewed_early_access_builtin_ai/
    - Reddit - The heart of the internet — 4,220 chars
3. https://efficient.app/apps/comet
    - Comet Browser  Review 2026: Features, Pricing, Pros & Cons — 5,884 chars
4. https://www.perplexity.ai/hub/blog/introducing-comet
    - Introducing Comet: Browse at the speed of thought — 4,448 chars
5. https://mediacopilot.substack.com/p/perplexity-comet-browser-review
    - Comet review: What it's like to use Perplexity's AI browser — 6,022 chars

---

## Q28 · ambiguity
**Query:** `Jina embeddings`
**Expected:** Jina AI embedding models
**Supporting URL(s):** https://jina.ai/embeddings

**youcom/news** — $0.005 · 2190.8ms

**youcom/search** — top3 PASS · hit rank 1 · $0.005 · 2190.8ms · 10 results

_Results (top 5 + any matched URL, of 10):_
1. https://jina.ai/embeddings/  ⬅ **supporting URL**
    - Embedding API — 9,119 chars
2. https://huggingface.co/jinaai/jina-embeddings-v4
    - jinaai/jina-embeddings-v4 · Hugging Face — 10,371 chars
3. https://github.com/jina-ai/jina-embeddings-v4-gguf
    - GitHub - jina-ai/jina-embeddings-v4-gguf: A collection of GGUF and quantizations for  — 11,732 chars
4. https://arxiv.org/abs/2506.18902
    - [2506.18902] jina-embeddings-v4: Universal Embeddings for Multimodal Multilingual Ret — 2,580 chars
5. https://qdrant.tech/documentation/embeddings/jina-embeddings/
    - Jina Embeddings — 8,040 chars

---

## Q29 · ambiguity
**Query:** `Mercury programming language`
**Expected:** Mercury — functional logic programming language
**Supporting URL(s):** https://mercurylang.org|https://en.wikipedia.org/wiki/Mercury_(programming_language)

**youcom/news** — $0.005 · 8778.1ms

**youcom/search** — top3 PASS · hit rank 1 · $0.005 · 8778.1ms · 10 results

_Results (top 5 + any matched URL, of 10):_
1. https://mercurylang.org/  ⬅ **supporting URL**
    - The Mercury Project: Home — 1,416 chars
2. https://en.wikipedia.org/wiki/Mercury_(programming_language)
    - Mercury (programming language) — 8,278 chars
3. https://www.reddit.com/r/programming/comments/5efre0/mercury_mind_blowing_logicfunctional_programming/
    - Reddit - The heart of the internet — 3,091 chars
4. https://news.ycombinator.com/item?id=45386836
    - A tutorial for the Mercury programming language | Hacker News — 3,686 chars
5. https://learnxinyminutes.com/mercury/
    - Learn Mercury in Y Minutes — 9,539 chars

---

## Q30 · multi-source
**Query:** `which is older Golden Gate Bridge or Sydney Harbour Bridge`
**Expected:** Sydney Harbour Bridge (opened 19 March 1932) is older than the Golden Gate Bridge (opened 27 May 1937)
**Supporting URL(s):** https://www.britannica.com/topic/Sydney-Harbour-Bridge|https://www.britannica.com/topic/Golden-Gate-Bridge

**youcom/news** — $0.005 · 12548.2ms

**youcom/search** — top3 FAIL · hit rank not found · $0.005 · 12548.2ms · 10 results

_Results (top 5 + any matched URL, of 10):_
1. https://www.quora.com/What-are-the-Golden-Gate-Bridge-Sydney-Harbour-Bridge-and-Petronas-Towers-Why-are-they-famous
    - What are the Golden Gate Bridge, Sydney Harbour Bridge, and Petronas Towers? Why are  — 23,308 chars
2. https://www.reuters.com/article/lifestyle/travel-picks-top-10-bridges-around-the-world-idUSBRE8A80KN/
    - Travel Picks: Top 10 bridges around the world | Reuters — 12,042 chars
3. https://commons.wikimedia.org/wiki/File:Comparison_of_notable_bridges_SMIL.svg
    - File:Comparison of notable bridges SMIL.svg - Wikimedia Commons — 5,663 chars
4. https://www.cnn.com/travel/article/most-amazing-bridges
    - 24 world famous bridges | CNN — 17,960 chars
5. https://pinnacleinfotech.com/famous-bridges-in-the-world/
    - The Most Famous Bridges in the World in 2025 — 14,257 chars

---

## Q31 · multi-source
**Query:** `compare Python 3.13 and 3.14 release dates and end of support dates`
**Expected:** Python 3.13 released 7 Oct 2024, end-of-life Oct 2029; Python 3.14 released 7 Oct 2025, end-of-life Oct 2030 (5-year support cycle)
**Supporting URL(s):** https://www.python.org/downloads/release/python-3130/|https://www.python.org/downloads/release/python-3140/|https://devguide.python.org/versions

**youcom/news** — top3 FAIL · hit rank not found · $0.005 · 10522.4ms · 10 results

_Results (top 5 + any matched URL, of 10):_
1. https://www.lex18.com/news/covering-kentucky/kentucky-gas-prices-top-3-a-gallon-and-experts-warn-it-could-get-worse
    - As Kentucky gas prices top $3 a gallon, experts are warning it could get worse — 1,567 chars
2. https://thehill.com/newsletters/energy-environment/5580089-consumers-trump-welcome-low-gas-prices/
    - Consumers, Trump welcome low gas prices — 37,506 chars
3. https://fox11online.com/news/economy/national-us-price-of-gas-holds-steady
    - National US price of gas holds steady — 9,375 chars
4. https://www.fingerlakes1.com/2025/08/12/xrp-price-today-august-12-2025-sec-settlement/
    - XRP price today: Token slips after SEC deal — 2,615 chars
5. https://wtop.com/news/2024/06/accenture-fiscal-q3-earnings-snapshot-2/
    - 404 - WTOP News — 1,158 chars

**youcom/search** — top3 PASS · hit rank 1 · $0.005 · 10522.4ms · 10 results

_Results (top 5 + any matched URL, of 10):_
1. https://devguide.python.org/versions/
    - Status of Python versions — 2,990 chars
2. https://hidekazu-konishi.com/entry/python_version_support_and_eol_timeline.html
    - Python Version Support and EOL Timeline - Release Schedule, Support Policy, and End-o — 16,171 chars
3. https://eosl.date/eol/product/python/
    - Python End of Life (EOL) Dates and End of Support (EOS) Dates — 3,438 chars
4. https://www.herodevs.com/blog-posts/python-end-of-life-dates-every-versions-support-timeline
    - Python End-of-Life Dates: Every Version's Support Timeline — 12,396 chars
5. https://www.isitpatched.com/eol/python
    - Python end-of-life dates & support status (2026) — 3,195 chars

---

## Q32 · multi-source
**Query:** `combined population of Gujarat and Maharashtra`
**Expected:** Gujarat ~60.4M + Maharashtra ~112.4M (2011 Census) = ~172.8 million
**Supporting URL(s):** https://www.census2011.co.in/census/state/gujarat.html|https://www.census2011.co.in/census/state/maharashtra.html

**youcom/news** — $0.005 · 18153.7ms

**youcom/search** — top3 FAIL · hit rank not found · $0.005 · 18153.7ms · 10 results

_Results (top 5 + any matched URL, of 10):_
1. https://en.wikipedia.org/wiki/Gujarat
    - Gujarat — 139,623 chars
2. https://worldpopulationreview.com/regions/gujarat
    - Gujarat Population 2026 — 3,636 chars
3. https://www.populationu.com/in/gujarat-population
    - Gujarat Population 2025/2026 — 8,452 chars
4. https://www.quora.com/Which-state-has-a-higher-population-Gujarat-or-Maharashtra
    - Which state has a higher population, Gujarat or Maharashtra? - Quora — 41,324 chars
5. https://statisticstimes.com/demographics/india/gujarat-population.php
    - Gujarat population 2025 - StatisticsTimes.com — 8,753 chars

---

## Q33 · multi-source
**Query:** `cheaper at 100k queries per month Tavily Growth plan or Exa standard search`
**Expected:** At 100k queries/month: Exa standard $7/1k = $700; Tavily Growth plan 100,000 credits = $500/month ($0.005/credit). Tavily Growth is cheaper. Frozen 15 Aug 2026
**Supporting URL(s):** https://www.tavily.com/#pricing|https://exa.ai/pricing

**youcom/news** — top3 FAIL · hit rank not found · $0.005 · 6117.3ms · 10 results

_Results (top 5 + any matched URL, of 10):_
1. https://seekingalpha.com/article/4936789-check-point-software-technologies-subscription-growth-improved-and-valuation-is-now-cheap-rating-upgrade
    - Check Point Software Technologies: Subscription Growth Improved And Valuation Is Now  — 1,418 chars
2. https://www.yahoo.com/lifestyle/articles/chipotle-giving-away-more-1m-150000564.html
    - Chipotle Is Giving Away More Than $1M In BOGOs & Free Food—Here’s How To Win — 2,351 chars
3. https://www.digitaltrends.com/gaming/sony-playstation-discs-digital-games-cheaper-prices/
    - I'm not buying the idea that killing PlayStation discs will make games cheaper — 8,149 chars
4. https://www.carscoops.com/2026/08/jlr-defender-stellantis-us-production/
    - A Cheaper US Defender Could Ride On Jeep Bones — 2,906 chars
5. https://www.marketwatch.com/story/retail-sales-slump-in-july-cheaper-gas-and-amazon-prime-hangover-are-the-chief-culprits-b9db8535
    - Retail sales slump. Cheaper gas and an Amazon Prime hangover are the chief culprits. — 500 chars

**youcom/search** — top3 FAIL · hit rank not found · $0.005 · 6117.3ms · 10 results

_Results (top 5 + any matched URL, of 10):_
1. https://keirolabs.cloud/blogs/comparisons/ai-search-api-pricing-compared
    - AI Search API Pricing Compared (2026): The True Cost per 1K Queries · Keirolabs — 41,107 chars
2. https://fastcrw.com/alternatives/exa-vs-tavily
    - fastCRW — 10,421 chars
3. https://www.firecrawl.dev/blog/tavily-alternatives
    - 5 Tavily Alternatives for Better Pricing, Performance, and Extraction Depth — 21,594 chars
4. https://coldiq.com/blog/tavily-pricing
    - Tavily Pricing 2026: Credits, Plans and Real Costs — 15,017 chars
5. https://coldiq.com/blog/tavily-vs-exa
    - Exa vs Tavily (2026): Which AI Search API Wins? (47 chara... — 16,117 chars

---

## Q34 · multi-source
**Query:** `which is taller Burj Khalifa or Eiffel Tower`
**Expected:** Burj Khalifa (829.8 m) is much taller than the Eiffel Tower (330 m)
**Supporting URL(s):** https://en.wikipedia.org/wiki/Burj_Khalifa|https://en.wikipedia.org/wiki/Eiffel_Tower

**youcom/news** — $0.005 · 7916.0ms

**youcom/search** — top3 FAIL · hit rank not found · $0.005 · 7916.0ms · 10 results

_Results (top 5 + any matched URL, of 10):_
1. https://www.thrillophilia.com/blog/burj-khalifa-vs-eiffel-tower/
    - Burj Khalifa Vs Eiffel Tower: Which One Is Better? — 12,085 chars
2. https://traveltriangle.com/blog/burj-khalifa-vs-eiffel-tower/
    - Burj Khalifa vs Eiffel Tower: Which Should You Visit? — 8,628 chars
3. https://www.quora.com/Which-is-taller-between-Burj-Khalifa-and-the-Eiffel-Tower
    - Which is taller between Burj Khalifa and the Eiffel Tower? - Quora — 50,190 chars
4. https://www.burjkhalifadubaitickets.com/blog/eiffel-tower-vs-burj-khalifa-comparison/
    - Eiffel Tower vs. Burj Khalifa: Iconic Landmarks Compared — 8,287 chars
5. https://www.size-explorer.com/en/compare/buildings/7/burj+khalifa
    - Eiffel Tower vs. Burj Khalifa - Comparison of sizes — 11,607 chars

---

## Q35 · multi-source
**Query:** `which came first the telephone or the light bulb`
**Expected:** The telephone (Bell patent 1876) came before the practical incandescent light bulb (Edison, first successful test 22 Oct 1879)
**Supporting URL(s):** https://en.wikipedia.org/wiki/Telephone|https://en.wikipedia.org/wiki/Incandescent_light_bulb

**youcom/news** — $0.005 · 12918.4ms

**youcom/search** — top3 FAIL · hit rank not found · $0.005 · 12918.4ms · 10 results

_Results (top 5 + any matched URL, of 10):_
1. https://www.pillartopost.org/2014/10/retro-files-hello-what-came-first-light.html
    - Pillar to Post: RETRO FILES / HELLO, WHAT CAME FIRST LIGHT BULB OR TELEPHONE? — 23,633 chars
2. https://learning-center.homesciencetools.com/article/modern-inventions-airplane-light-bulb-telephone/
    - Invention of the Light Bulb & Telephone | HST Science Lesson — 17,831 chars
3. https://www.wilsongunn.com/resource/news/the-telephone-light-bulb-and-cash-register
    - The telephone, light bulb and cash register — 2,434 chars
4. https://www.quora.com/Who-invented-the-bulb-telephone-and-aeroplane
    - Who invented the bulb, telephone and aeroplane? - Quora — 76,764 chars
5. https://www.pleasantonexpress.com/articles/inventors-of-telephone-and-light-bulb-had-something-in-common/
    - Inventors of telephone and light bulb had something in common | Life & Entertainment  — 20,865 chars

---

## Q36 · content-depth
**Query:** `Stripe API idempotency key retention period`
**Expected:** Stripe removes idempotency keys after they are at least 24 hours old; reusing a pruned key generates a new request
**Supporting URL(s):** https://docs.stripe.com/api/idempotent_requests

**youcom/news** — $0.005 · 2721.0ms · extraction 0/2

**youcom/search** — top3 PASS · hit rank 1 · $0.005 · 2721.0ms · 10 results · extraction 2/2

_Results (top 5 + any matched URL, of 10):_
1. https://docs.stripe.com/api/idempotent_requests  ⬅ **supporting URL**
    - docs.stripe.com/api/idempotent_requests — 24,778 chars
2. https://dev.to/apoorvtomar/maximizing-payment-reliability-harnessing-the-power-of-idempotency-keys-in-your-stripe-integration-28hn
    - Maximizing Payment Reliability: Harnessing the Power of Idempotency Keys in Your Stri — 7,063 chars
3. https://newsletter.systemdesign.one/p/idempotent-api
    - Idempotent API - by Neo Kim - The System Design Newsletter — 3,543 chars
4. https://apoorv-tomar.medium.com/maximizing-payment-reliability-harnessing-the-power-of-idempotency-keys-in-your-stripe-integration-3db5d49c7660
    - Maximizing Payment Reliability: Harnessing the Power of Idempotency Keys in Your Stri — 7,070 chars
5. https://stripe.com/blog/idempotency
    - Designing robust and predictable APIs with idempotency — 8,396 chars

---

## Q37 · content-depth
**Query:** `GDPR Article 17 exceptions to right to erasure`
**Expected:** Article 17(3) exceptions: freedom of expression/information; legal obligation / public-interest task; public interest in public health; archiving/research/statistical purposes; establishment, exercise or defence of legal claims
**Supporting URL(s):** https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=CELEX:32016R0679|https://gdpr-info.eu/art-17-gdpr

**youcom/news** — $0.005 · 4290.2ms · extraction 0/2

**youcom/search** — top3 PASS · hit rank 1 · $0.005 · 4290.2ms · 10 results · extraction 2/2

_Results (top 5 + any matched URL, of 10):_
1. https://gdpr-info.eu/art-17-gdpr/
    - Art. 17 GDPR – Right to erasure (‘right to be forgotten’) - General Data Protection R — 3,795 chars
2. https://gdpr.eu/right-to-be-forgotten/
    - Everything you need to know about the "Right to be forgotten" — 10,958 chars
3. https://www.clarip.com/data-privacy/gdpr-erasure/
    - The GDPR Right to Erasure (Right to be Forgotten) Under Article 17 — 6,762 chars
4. https://gdpr-text.com/read/article-17/
    - Article 17 📖 GDPR. Right to erasure (‘right to be forgotten’) | GDPR-Text.com — 7,132 chars
5. https://rgpd.com/gdpr/chapter-3-rights-of-the-data-subject/article-17-right-to-erasure-right-to-be-forgotten/
    - Article 17: Right to erasure (‘right to be forgotten’) | RGPD.com — 7,785 chars

---

## Q38 · content-depth
**Query:** `AWS S3 maximum object size single PUT upload`
**Expected:** Single PUT upload max is 5 GB; larger objects (up to 5 TB) require multipart upload
**Supporting URL(s):** https://docs.aws.amazon.com/AmazonS3/latest/userguide/upload-objects.html

**youcom/news** — $0.005 · 5462.1ms · extraction 0/2

**youcom/search** — top3 PASS · hit rank 1 · $0.005 · 5462.1ms · 10 results · extraction 2/2

_Results (top 5 + any matched URL, of 10):_
1. https://docs.aws.amazon.com/AmazonS3/latest/userguide/upload-objects.html  ⬅ **supporting URL**
    - Uploading objects — 13,447 chars
2. https://stackoverflow.com/questions/43021266/aws-s3-max-file-and-upload-sizes
    - amazon web services - AWS S3 max file and upload sizes - Stack Overflow — 7,973 chars
3. https://stackoverflow.com/questions/54012602/is-there-a-file-size-limit-for-amazon-s3
    - Is there a file size limit for Amazon S3 - Stack Overflow — 14,735 chars
4. https://docs.aws.amazon.com/AmazonS3/latest/userguide/qfacts.html
    - Amazon S3 multipart upload limits - Amazon Simple Storage Service — 12,127 chars
5. https://dev.to/wakeup_flower_8591a6cb6a9/size-limits-of-s3-efs-and-ebs-3d0g
    - Size limits of S3 EFS and EBS - DEV Community — 3,071 chars

---

## Q39 · content-depth
**Query:** `Exa search endpoint rate limit requests per second`
**Expected:** Exa Starter tier = 5 search QPS, 3 agent concurrency; Developer tier = 10 search QPS, 25 agent concurrency
**Supporting URL(s):** https://exa.ai/pricing

**youcom/news** — $0.005 · 2470.5ms · extraction 0/2

**youcom/search** — top3 FAIL · hit rank 8 · $0.005 · 2470.5ms · 10 results · extraction 2/2

_Results (top 5 + any matched URL, of 10):_
1. https://exa.ai/docs/reference/rate-limits
    - Rate Limits — 328 chars
2. https://tessl.io/registry/skills/github/jeremylongshore/claude-code-plugins-plus-skills/exa-rate-limits
    - exa-rate-limits • claude-code-plugins-plus-skills • jeremylongshore • Skills • Regist — 6,270 chars
3. https://docs.exa.ai/reference/rate-limits
    - Rate Limits — 328 chars
4. https://lobehub.com/skills/jeremylongshore-claude-code-plugins-plus-skills-exa-rate-limits
    - exa-rate-limits | Skills Marketplace — 954 chars
5. https://brightdata.com/blog/comparison/bright-data-vs-exa
    - Bright Data vs. Exa: Which Tool Fits Your AI Agent? — 21,526 chars
8. https://exa.ai/pricing  ⬅ **supporting URL**
    - exa.ai/pricing — 373 chars

---

## Q40 · content-depth
**Query:** `Tavily extract endpoint credit cost per URL batch`
**Expected:** Tavily Extract: Basic = 1 API credit per 5 successful URL extractions; Advanced = 2 credits per 5; failed extractions not charged
**Supporting URL(s):** https://docs.tavily.com/documentation/api-credits

**youcom/news** — $0.005 · 2571.4ms · extraction 0/2

**youcom/search** — top3 PASS · hit rank 1 · $0.005 · 2571.4ms · 10 results · extraction 2/2

_Results (top 5 + any matched URL, of 10):_
1. https://docs.tavily.com/documentation/api-credits  ⬅ **supporting URL**
    - Free API Credits — 2,082 chars
2. https://docs.tavily.com/documentation/api-reference/endpoint/extract
    - Tavily Docs — 2,511 chars
3. https://coldiq.com/blog/tavily-pricing
    - Tavily Pricing 2026: Credits, Plans and Real Costs — 15,017 chars
4. https://docs.tavily.com/documentation/api-reference/endpoint/crawl
    - Tavily Crawl — 13,177 chars
5. https://keirolabs.cloud/blogs/comparisons/ai-search-api-pricing-compared
    - keirolabs.cloud/blogs/comparisons/ai-search-api-pricing-compared — 23,361 chars

---

## Q41 · content-depth
**Query:** `Kubernetes liveness probe initialDelaySeconds default value`
**Expected:** initialDelaySeconds defaults to 0 seconds; the probe starts immediately after the container has started. Minimum value is 0
**Supporting URL(s):** https://kubernetes.io/docs/concepts/configuration/liveness-readiness-startup-probes

**youcom/news** — $0.005 · 4465.3ms · extraction 0/2

**youcom/search** — top3 FAIL · hit rank not found · $0.005 · 4465.3ms · 10 results · extraction 2/2

_Results (top 5 + any matched URL, of 10):_
1. https://stackoverflow.com/questions/48572691/what-is-the-default-value-of-initialdelayseconds
    - kubernetes - What is the default value of initialDelaySeconds? - Stack Overflow — 14,715 chars
2. https://kubernetes.io/docs/concepts/workloads/pods/probes/
    - Liveness, Readiness, and Startup Probes — 16,271 chars
3. https://kubernetes.io/docs/tasks/configure-pod-container/configure-liveness-readiness-startup-probes/
    - Configure Liveness, Readiness and Startup Probes — 13,362 chars
4. https://www.fairwinds.com/blog/a-guide-to-understanding-kubernetes-liveness-probes-best-practices
    - Guide to Understanding Your Kubernetes Liveness Probes Best Practices — 10,709 chars
5. https://www.datree.io/resources/kubernetes-readiness-and-liveness-probes-best-practices
    - Best Practices for Kubernetes Readiness and Liveness Probes — 3,079 chars

---

## Q42 · freshness
**Query:** `CVE-2026-68820 Windows Ancillary Function Driver WinSock elevation of privilege`
**Expected:** Use-after-free vulnerability in Windows Ancillary Function Driver for WinSock (AFD.sys); allows local privilege escalation to SYSTEM. Actively exploited zero-day, added to CISA KEV. Patched by Microsoft 11 Aug 2026.
**Supporting URL(s):** https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-68820

**youcom/news** — $0.005 · 2581.7ms

**youcom/search** — top3 FAIL · hit rank not found · $0.005 · 2581.7ms · 10 results

_Results (top 5 + any matched URL, of 10):_
1. https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-68820
    - CVE-2026-68820 - Security Update Guide - Microsoft - Windows Ancillary Function Drive — 30,487 chars
2. https://www.redlegg.com/blog/security-bulletin-local-privilege-escalation-via-use-after-free-in-windows-ancillary-function-driver-for-winsock?hs_amp=true
    - Security Bulletin: Local Privilege Escalation via Use-After-Free in Windows Ancillary — 1,199 chars
3. https://premierepc.com/security-briefs/cve-2026-68820
    - CVE-2026-68820: Microsoft Windows Ancillary Function Driver for WinSock Use-After-Fre — 3,356 chars
4. https://socprime.com/blog/cve-2026-68820-actively-exploited-windows/
    - CVE-2026-68820: Windows AFD.sys Zero-Day — 8,040 chars
5. https://windowsforum.com/windows-news.4/cve-2026-68820-patch-exploited-windows-winsock-lpe-megathread.442565/
    - CVE-2026-68820: Patch Exploited Windows WinSock LPE — 12,564 chars

---

## Q43 · freshness
**Query:** `Python 3.11.16 release changelog`
**Expected:** Python 3.11.16, released 12 Aug 2026, security-only bugfix release for the 3.11 branch (security-fixes-only until Oct 2027).
**Supporting URL(s):** https://www.python.org/downloads/release/python-31116

**youcom/news** — $0.005 · 3618.2ms

**youcom/search** — top3 PASS · hit rank 1 · $0.005 · 3618.2ms · 10 results

_Results (top 5 + any matched URL, of 10):_
1. https://www.python.org/downloads/release/python-31116/  ⬅ **supporting URL**
    - Python Release Python 3.11.16 — 7,657 chars
2. https://docs.python.org/3.16/whatsnew/3.16.html
    - What’s new in Python 3.16 — 18,464 chars
3. https://docs.python.org/release/3.10.16/whatsnew/changelog.html
    - Changelog — 1,228,198 chars
4. https://docs.python.org/3/whatsnew/index.html
    - What’s New in Python — 13,563 chars
5. https://www.python.org/downloads/release/python-31111/
    - Python Release Python 3.11.11 | Python.org — 1,600 chars

---

## Q44 · freshness
**Query:** `Medicall DentalCall seed funding AI phone assistant dental clinics`
**Expected:** Medicall (DentalCall - AI phone assistant for dental clinics) raised a seed round from AI Angel Club, CNTTech, TaleVentures, and Antler Korea. Amount undisclosed. Announced 14 Aug 2026.
**Supporting URL(s):** https://en.wowtale.net/2026/08/14/234731

**youcom/news** — $0.005 · 2461.2ms

**youcom/search** — top3 PASS · hit rank 1 · $0.005 · 2461.2ms · 10 results

_Results (top 5 + any matched URL, of 10):_
1. https://en.wowtale.net/2026/08/14/234731/  ⬅ **supporting URL**
    - Medicall Raises Seed Funding to Expand AI Phone Assistant Platform for Dental Clinics — 11,260 chars
2. https://www.trillet.ai/blogs/best-ai-phone-system-for-dental-office
    - Best AI Phone System for Dental Office | Trillet Blog — 8,849 chars
3. https://www.arini.ai/
    - Arini | The leading AI receptionist for dentists — 2,001 chars
4. https://voicestack.com/who-we-serve/dental
    - Dental Phone System — 3,525 chars
5. https://www.whippy.ai/blog/dental-answering-service-ai-support
    - Dental Answering Service: 24/7 AI Receptionist Support — 10,376 chars

---

## Q45 · freshness
**Query:** `LangGraph 1.2.11 trace_policy add_node`
**Expected:** LangGraph 1.2.11 exposes a trace_policy option on add_node, allowing per-node tracing customization. Also includes checkpoint-postgres/sqlite fixes.
**Supporting URL(s):** https://github.com/langchain-ai/langgraph/releases/tag/1.2.11

**youcom/news** — $0.005 · 3627.1ms

**youcom/search** — top3 FAIL · hit rank not found · $0.005 · 3627.1ms · 10 results

_Results (top 5 + any matched URL, of 10):_
1. https://github.com/langchain-ai/langgraph/releases  ⬅ **supporting URL**
    - Releases: langchain-ai/langgraph — 7,563 chars
2. https://reference.langchain.com/python/langgraph/graph/state/StateGraph/add_node
    - add_node | langgraph | LangChain Reference — 4,400 chars
3. https://langfuse.com/guides/cookbook/integration_langgraph
    - Open Source Observability for LangGraph — 5,974 chars
4. https://learn.microsoft.com/en-us/azure/foundry/how-to/develop/langchain-traces
    - Trace LangChain and LangGraph apps with Microsoft Foundry and Azure Monitor - Microso — 14,389 chars
5. https://docs.langchain.com/langsmith/trace-with-langgraph
    - Trace LangGraph applications - Docs by LangChain — 2,186 chars

---

## Q46 · freshness
**Query:** `CrewAI 1.15.14 split runtime context coding agent project ID`
**Expected:** CrewAI v1.15.14 splits runtime context from the coding agent and adds a project ID; standardizes CLI flags to kebab-case. Released 9 Aug 2026.
**Supporting URL(s):** https://github.com/crewAIInc/crewAI/releases/tag/1.15.14

**youcom/news** — $0.005 · 2952.3ms

**youcom/search** — top3 FAIL · hit rank not found · $0.005 · 2952.3ms · 10 results

_Results (top 5 + any matched URL, of 10):_
1. https://github.com/crewAIInc/crewAI/releases  ⬅ **supporting URL**
    - Releases: crewAIInc/crewAI — 5,724 chars
2. https://docs.crewai.com/en/changelog
    - v1.15.15 — 120,320 chars
3. https://docs.crewai.com/en/learn/coding-agents
    - Coding Agents - CrewAI — 1,652 chars
4. https://docs.crewai.com/v1.15.2/en/guides/coding-tools/build-with-ai
    - CrewAI — 4,830 chars
5. https://docs.crewai.com/v1.15.14/en/concepts/agents
    - CrewAI — 12,745 chars
8. https://github.com/crewaiinc/crewai  ⬅ **supporting URL**
    - GitHub - crewAIInc/crewAI: Framework for orchestrating role-playing, autonomous AI ag — 113,621 chars

---

## Q47 · freshness
**Query:** `Anthropic IPO 2 trillion valuation October`
**Expected:** Investors expect Anthropic to seek a $2 trillion+ valuation in a possible October 2026 IPO, per Financial Times sourcing - investor projection, not an Anthropic-confirmed figure.
**Supporting URL(s):** https://www.pymnts.com/news/artificial-intelligence/2026/anthropic-could-seek-2-trillion-valuation-in-record-ipo

**youcom/news** — top3 FAIL · hit rank not found · $0.005 · 2827.5ms · 10 results

_Results (top 5 + any matched URL, of 10):_
1. https://www.techspot.com/news/113485-anthropic-heading-toward-largest-ipo-ever-possible-2.html
    - Anthropic is heading toward the largest IPO ever, at a possible $2 trillion valuation — 4,011 chars
2. https://fortune.com/2026/08/14/anthropics-2-trillion-problem-its-underlying-business-is-nowhere-near-the-ipo-valuation-it-wants/
    - Anthropic's $2 trillion math problem: Its underlying business is nowhere near its IPO — 9,011 chars
3. https://seekingalpha.com/news/4632357-anthropic-investors-eye-record-2t-valuation-in-october-ipo-report
    - Anthropic investors eye record $2T valuation in October IPO: report — 260 chars
4. https://www.newsbytesapp.com/news/business/anthropic-s-projected-revenue-by-2028-stands-at-200b/story
    - Anthropic is eyeing $190-$200B revenue by 2028: Report — 2,565 chars
5. https://fortune.com/2026/08/14/anthropic-valuation-ipo-amazon-trillion-openai/
    - A $2 trillion Anthropic would need to earn like Amazon—but it’s barely turned a profi — 8,809 chars

**youcom/search** — top3 FAIL · hit rank 6 · $0.005 · 2827.5ms · 10 results

_Results (top 5 + any matched URL, of 10):_
1. https://qz.com/anthropic-ipo-2-trillion-valuation-october-081326
    - Anthropic investors target $2 trillion IPO valuation in October — 2,203 chars
2. https://fortune.com/2026/08/14/anthropic-valuation-ipo-amazon-trillion-openai/
    - A $2 trillion Anthropic would need to earn like Amazon—but it’s barely turned a profi — 8,809 chars
3. https://fortune.com/2026/08/13/anthropic-ipo-2-trillion-october-largest-ever-spacex/
    - Anthropic plans $2 trillion IPO in October—the largest ever—that will eclipse SpaceX — 9,345 chars
4. https://www.forbes.com/sites/jonmarkman/2026/08/13/anthropic-eyes-2-trillion-in-october-ipo-a-record-breaking-debut/
    - Anthropic Eyes $2 Trillion In October IPO, A Record-Breaking Debut — 21,830 chars
5. https://finance.yahoo.com/technology/ai/articles/anthropic-could-reportedly-target-2-120452539.html
    - Anthropic Could Reportedly Target $2 Trillion Valuation in October IPO—Jim Cramer Dis — 7,066 chars
6. https://www.pymnts.com/news/artificial-intelligence/2026/anthropic-could-seek-2-trillion-valuation-in-record-ipo/  ⬅ **supporting URL**
    - Anthropic Could Seek $2 Trillion Valuation in Record IPO — 2,685 chars

---

## Q48 · unanswerable
**Query:** `Serper SOC 2 Type II audit completion date`
**Expected:** NO ANSWER EXISTS
**Supporting URL(s):** _none — unanswerable by design_

**youcom/news** — $0.005 · 3638.0ms

**youcom/search** — $0.005 · 3638.0ms · 10 results

_Results (top 5 + any matched URL, of 10):_
1. https://www.scrut.io/hub/soc-2/soc-2-compliance-timeline
    - SOC 2 Compliance: Timelines & Solutions — 18,291 chars
2. https://www.sherlockforensics.com/blog/soc2-audit-timeline-guide.html
    - SOC 2 Audit Timeline: What to Expect | Sherlock Forensics — 14,807 chars
3. https://www.complyjet.com/blog/soc-2-report-validity
    - SOC 2 Report Validity & Tips to Stay SOC 2 Compliant in 2026 — 29,752 chars
4. https://www.auditpath.io/blog/soc2-type-ii-observation-period
    - SOC 2 Type II Observation Period: What Happens During Audit — 10,260 chars
5. https://www.konfirmity.com/blog/soc-2-audit-timeline
    - SOC 2 Audit Timeline: Your Step-by-Step Guide (2026) — 19,860 chars

---

## Q49 · unanswerable
**Query:** `Jina AI annual recurring revenue 2026`
**Expected:** NO ANSWER EXISTS
**Supporting URL(s):** _none — unanswerable by design_

**youcom/news** — $0.005 · 6975.8ms · 10 results

_Results (top 5 + any matched URL, of 10):_
1. https://www.sportskeeda.com/us/k-pop/a-bona-fide-killer-episodes-5-6-recap-bo-na-takes-two-targets-one-bullet-new-killing-team-emerges
    - A Bona Fide Killer episodes 5-6 recap: Bo-na takes down two targets with one bullet a — 5,301 chars
2. https://tech.yahoo.com/ai/articles/elastic-estc-launches-jina-v5-043304516.html
    - Elastic (ESTC) Launches Jina v5 Omni Family for Multimodal AI Search Across Media Typ — 2,180 chars
3. https://www.newsbytesapp.com/news/entertainment/wamiqa-gabbi-joins-rishab-shetty-s-jai-hanuman-report/story
    - Wamiqa Gabbi joins Rishab Shetty's 'Jai Hanuman': Report — 2,176 chars
4. https://seekingalpha.com/news/4631205-teslas-model-y-takes-second-place-in-china-auto-sales-behind-geelys-xingyuan
    - Tesla’s Model Y takes second place in China auto sales behind Geely’s Xingyuan — 444 chars
5. https://www.sportskeeda.com/cricket/who-keshara-nuwantha-5-interesting-facts-25-year-old-making-debut-sl-vs-ind-2026-1st-test
    - Who is Keshara Nuwantha? 5 interesting facts about 25-year-old making his debut in SL — 3,314 chars

**youcom/search** — $0.005 · 6975.8ms · 10 results

_Results (top 5 + any matched URL, of 10):_
1. https://pitchbook.com/profiles/company/439450-75
    - Jina AI 2026 Company Profile: Valuation, Investors, Acquisition | PitchBook — 2,956 chars
2. https://growjo.com/company/Jina_AI
    - Jina AI: Revenue, Competitors, Alternatives — 5,142 chars
3. https://getlatka.com/companies/jina.ai
    - Jina AI — 2,682 chars
4. https://www.crunchbase.com/organization/jina-ai
    - Jina AI - Crunchbase Company Profile & Funding — 1,174 chars
5. https://www.cbinsights.com/company/jina-ai/financials
    - Jina Stock Price, Funding, Valuation, Revenue & Financial Statements — 4,036 chars

---

## Q50 · unanswerable
**Query:** `Exa Enterprise plan list price per 1000 requests`
**Expected:** NO ANSWER EXISTS
**Supporting URL(s):** _none — unanswerable by design_

**youcom/news** — $0.005 · 3234.1ms

**youcom/search** — $0.005 · 3234.1ms · 10 results

_Results (top 5 + any matched URL, of 10):_
1. https://exa.ai/pricing
    - exa.ai/pricing — 373 chars
2. https://costbench.com/software/web-scraping/exa/
    - Exa Pricing 2026: Plans & Hidden Costs — 6,851 chars
3. https://exa.ai/docs/reference/pricing
    - Exa — 3,012 chars
4. https://fastcrw.com/blog/exa-pricing-explained
    - Exa AI Pricing Explained (2026): Tiers, Content Types, and Surcharges — 9,211 chars
5. https://aisotools.com/pricing/exa
    - Exa Pricing 2026: Plans, Costs & Free Options — 6,259 chars

---

## Q51 · unanswerable
**Query:** `Olostep total index size in pages`
**Expected:** NO ANSWER EXISTS
**Supporting URL(s):** _none — unanswerable by design_

**youcom/news** — $0.005 · 6169.2ms

**youcom/search** — $0.005 · 6169.2ms · 10 results

_Results (top 5 + any matched URL, of 10):_
1. https://www.olostep.com/
    - Olostep — 15,984 chars
2. https://www.potomacindexing.com/estimating-index-size/
    - Estimating Index Size — 2,790 chars
3. https://learn.microsoft.com/en-us/sql/relational-databases/pages-and-extents-architecture-guide?view=sql-server-ver17
    - Page and Extent Architecture Guide - SQL Server | Microsoft Learn — 21,635 chars
4. https://www.sqlskills.com/blogs/paul/on-index-key-size-index-depth-and-performance/
    - On index key size, index depth, and performance — 9,264 chars
5. https://docs.opensearch.org/latest/api-reference/list/list-indices/
    - List indices — 3,541 chars

---

## Q52 · unanswerable
**Query:** `number of pages in Linkup web index`
**Expected:** NO ANSWER EXISTS
**Supporting URL(s):** _none — unanswerable by design_

**youcom/news** — $0.005 · 5917.8ms

**youcom/search** — $0.005 · 5917.8ms · 10 results

_Results (top 5 + any matched URL, of 10):_
1. https://docs.linkup.so/pages/documentation/get-started/introduction
    - Linkup API Documentation — 1,235 chars
2. https://www.linkup.so/
    - Linkup — 2,090 chars
3. https://docs.linkup.so/pages/faq/faq
    - Frequently Asked Questions - Linkup API Documentation — 3,035 chars
4. https://www.linkedin.com/company/linkup-platform
    - Linkup | LinkedIn — 45,404 chars
5. https://docs.linkup.so/pages/documentation/endpoints/search/overview
    - Linkup API Documentation — 1,941 chars

---