Datasets:
Size:
10K - 100K
qid stringlengths 22 22 | traj_idx int64 0 3 | question stringlengths 130 3.31k | reference_answer stringclasses 1
value | boxed_answer stringlengths 0 3.16k | correct bool 1
class | judge_explanation stringclasses 1
value | question_accuracy float64 0 0 | contaminated bool 1
class | num_tool_calls int64 0 50 | tool_calls stringlengths 2 6.97k | latency_s float64 0.48 675 | status stringclasses 2
values | conversation stringlengths 550 315k |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
personalfinance_000042 | 0 | Here’s my situation, and I’m honestly at my breaking point—I need some real advice on how to handle this mess.
My dad and brother are both bipolar, and our family’s finances are in complete shambles. Seven years ago, our house was almost paid off, but my dad borrowed against it and blew everything on a spending spre... | false | 0 | false | 4 | [{"round": 1, "tool": "browser.search", "args": {"query": "family business conflict mental illness financial instability advice", "topn": 10, "source": "news"}, "result_len": 3204}, {"round": 2, "tool": "browser.open", "args": {"cursor": 0, "id": 9}, "result_len": 143}, {"round": 3, "tool": "browser.open", "args": {"cu... | 45.61585 | success | [{"role": "assistant", "content": "<|channel|>analysis<|message|>We need to answer: advice on handling this complex financial, family, legal situation. Provide steps: financial management, legal, mental health, counseling, debt restructuring, consider separating business, personal liability, bankruptcy, etc. Should cit... | |||
personalfinance_000060 | 2 | I'm really struggling with this living situation and could use some outside perspective. I'm 30 and still living with my mom - not like I moved back in, I've never actually moved out. It's embarrassing, especially as a guy, and I get those looks when people find out. My social life is basically non-existent at this poi... | false | 0 | false | 11 | [{"round": 1, "tool": "browser.search", "args": {"query": "adult child living with parents financial benefits psychological impact 2023 study", "topn": 10, "source": "news"}, "result_len": 3282}, {"round": 2, "tool": "browser.open", "args": {"cursor": 0, "id": 2}, "result_len": 19}, {"round": 3, "tool": "browser.open",... | 113.094304 | success | [{"role": "assistant", "content": "<|channel|>analysis<|message|>We need to answer personal advice. Provide perspective: financial thresholds, budgeting, emergency fund, cost of living, benefits of living at home, psychological aspects, steps to improve employment, maybe therapy. Use sources: articles on adult children... | |||
personalfinance_000033 | 0 | I'm about to make the biggest rent jump of my life and I'm equal parts excited and terrified—can anyone who's been through this talk me off the ledge?
My partner and I found this absolutely dreamy place after years of cramming into shared houses (seriously, I've never paid more than $400/month living with way too man... | A rent‑to‑income ratio of 34 % is a little above the classic “30 % rule,” but it can work if you tighten other budget categories and keep a 3‑6 month emergency fund. | false | 0 | false | 8 | [{"round": 1, "tool": "browser.search", "args": {"query": "recommended rent percentage of income 30% housing cost burden personal finance", "topn": 10, "source": "news"}, "result_len": 3136}, {"round": 2, "tool": "browser.open", "args": {"cursor": 0, "id": 4}, "result_len": 14670}, {"round": 3, "tool": "browser.search"... | 131.375016 | success | [{"role": "assistant", "content": "<|channel|>analysis<|message|>We need to answer the user's question: advice about rent jump, budgeting, emergency savings, percent of income, tradeoffs, etc. Provide evidence from sources: personal finance articles, budgeting guidelines, maybe from reputable sites like NerdWallet, The... | ||
personalfinance_000006 | 2 | "I’m 28, make $150k a year, and have about $100k just sitting in savings right now. My plan is to (...TRUNCATED) | Allocate $30textk to a 5 % high‑yield savings account, | false | 0 | false | 13 | "[{\"round\": 1, \"tool\": \"browser.search\", \"args\": {\"query\": \"2024 high yield savings accou(...TRUNCATED) | 137.022439 | success | "[{\"role\": \"assistant\", \"content\": \"<|channel|>analysis<|message|>We need to answer: for a 28(...TRUNCATED) | ||
personalfinance_000047 | 1 | "Am I crazy for thinking I could build wealth just fine as a lifelong renter in NYC? Or is owning pr(...TRUNCATED) | "No – you’re not “crazy.” Renting can be a viable long‑term wealth‑building strategy, bu(...TRUNCATED) | false | 0 | false | 11 | "[{\"round\": 1, \"tool\": \"browser.search\", \"args\": {\"query\": \"renting vs buying wealth accu(...TRUNCATED) | 140.833528 | success | "[{\"role\": \"assistant\", \"content\": \"<|channel|>analysis<|message|>We need to answer: Is it po(...TRUNCATED) | ||
personalfinance_000005 | 1 | "\"Back in 2018, I had my jaw broken and was basically forced into taking an ambulance. The Victims (...TRUNCATED) | File a certified‑mail dispute + debt‑validation request with proof of payment | false | 0 | false | 13 | "[{\"round\": 1, \"tool\": \"browser.search\", \"args\": {\"query\": \"Victims of Crime Fund paid am(...TRUNCATED) | 144.873806 | success | "[{\"role\": \"assistant\", \"content\": \"<|channel|>analysis<|message|>We need to answer: user has(...TRUNCATED) | ||
personalfinance_000062 | 0 | "I'm really struggling with some credit card debt and could use some advice. Right now I'm only maki(...TRUNCATED) | "Put most of the $1,400 stimulus toward the credit‑card balances (≈$1,200), keep a very small (...TRUNCATED) | false | 0 | false | 15 | "[{\"round\": 1, \"tool\": \"browser.search\", \"args\": {\"query\": \"paying off high interest cred(...TRUNCATED) | 146.083059 | success | "[{\"role\": \"assistant\", \"content\": \"<|channel|>analysis<|message|>We need to answer personal (...TRUNCATED) | ||
personalfinance_000056 | 2 | "\"I’m really worried about my parents’ retirement situation and could use some advice. They jus(...TRUNCATED) | "First lock‑in a 12‑24‑month cash reserve, then pay off the car (or any debt ≥ 6 % APR), and(...TRUNCATED) | false | 0 | false | 11 | "[{\"round\": 1, \"tool\": \"browser.search\", \"args\": {\"query\": \"retirees emergency fund how m(...TRUNCATED) | 147.163584 | success | "[{\"role\": \"assistant\", \"content\": \"<|channel|>analysis<|message|>We need to give financial a(...TRUNCATED) | ||
personalfinance_000042 | 1 | "Here’s my situation, and I’m honestly at my breaking point—I need some real advice on how to (...TRUNCATED) | false | 0 | false | 11 | "[{\"round\": 1, \"tool\": \"browser.search\", \"args\": {\"query\": \"managing family finances when(...TRUNCATED) | 149.086332 | success | "[{\"role\": \"assistant\", \"content\": \"<|channel|>analysis<|message|>We need to provide advice. (...TRUNCATED) | |||
personalfinance_000052 | 0 | "\"I’m in a bit of a tricky spot with my finances and wondering if there’s any way to use my pen(...TRUNCATED) | false | 0 | false | 15 | "[{\"round\": 1, \"tool\": \"browser.search\", \"args\": {\"query\": \"UK pension access age 55 tax (...TRUNCATED) | 152.02351 | success | "[{\"role\": \"assistant\", \"content\": \"<|channel|>analysis<|message|>We need to answer: can you (...TRUNCATED) |
End of preview. Expand in Data Studio
personalfinance-gpt-oss-120b
Deep research agent evaluation on data/drtulu_personalfinance.jsonl (normal split).
Results
| Metric | Value |
|---|---|
| pass@4 | 0.0% |
| avg@4 | 0.0% |
| Trajectory accuracy | 0.0% (0/18772) |
| Questions | 4693 |
| Trajectories | 18772 (4 per question) |
| Avg tool calls | 15.7 |
| Full conversations | ✅ |
Model & Setup
| Model | gpt-oss-120b |
| Judge | gpt-4o |
| Max tool calls | 50 |
| Temperature | 0.7 |
| Blocked domains | None |
Tool Usage
| Tool | Calls | % |
|---|---|---|
browser.open |
167,178 | 57% |
browser.search |
101,094 | 35% |
browser.find |
18,896 | 6% |
functions.paper_search |
4,051 | 1% |
functions.pubmed_search |
98 | 0.0% |
Total: 291,317 tool calls (15.7 per trajectory)
Columns
| Column | Description |
|---|---|
qid |
Question ID |
traj_idx |
Trajectory index (0-3) |
question |
Input question |
reference_answer |
Ground truth answer |
boxed_answer |
Model's extracted \boxed{} answer |
correct |
GPT-4o judge verdict |
judge_explanation |
Judge's reasoning |
question_accuracy |
Fraction of trajectories correct for this question (difficulty: 0=hardest, 1=easiest) |
num_tool_calls |
Number of tool calls in trajectory |
tool_calls |
Tool call log (JSON) |
conversation |
Full trajectory with reasoning + tool responses (JSON) |
contaminated |
Whether search results contained evaluation dataset pages |
latency_s |
Generation time in seconds |
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