← Leaderboard · task_16d2d5553f742082429897e2
S-EQ01-XX · Size Screen — plus two more hidden conditionsMarket & SignalScreeningEquitySETHARDpublic example

Question

Fundamental ratios are not served as fields: rebuild each one from the raw SEC facts (get_equity_financials) exactly as defined in list_metrics.compute_yourself, using the latest filing at or before the data cutoff; a company whose filings lack the needed facts is out of scope. Find US-listed common equities (instruments without a reported market cap — warrants, units, rights, preferred series, notes — are not in the universe) with market cap between $2B and $200B, 20-day average dollar volume greater than $500M, 60-day return greater than 0%, fcf margin latest fy greater than 10%. Scope: only entities with a known value for 20-day average dollar volume, 60-day return, fcf margin latest fy in the snapshot; entities lacking any of them are out of scope and must not be returned. Return every matching ticker; order does not matter. Filing-version policy: every financial value is taken from the LATEST filing accepted by the SEC at or before the data cutoff that reports the requested period. If a later filing (before the cutoff) restates an earlier period, the restated value is the answer; the original filing's value is not. A fiscal-year value is taken only from an annual report (10-K / 20-F / 40-F, including amendments) — a quarterly report never supplies an annual value. Rebuild policy: metrics that are not served as fields (fundamental ratios, growth rates, valuation, technical signals) must be recomputed by you from the raw facts and daily bars the tools serve, following the definitions in list_metrics.compute_yourself to the letter (period selection, latest-filing copy, quarter arithmetic); do the arithmetic with run_calculation over the fetched data. The reference answer was computed from the same facts by the same definitions.
Data as of 2026-09-10 · grader set_f1

Expected / gold answer

set · 41 items
ABTACNADBEADSKAPHBLKBMYCMCSACMECMGCRCLCRMDASHDEDHRDISETNGILDHCAHLICEINTULNGMDBMDTNETNOWOKTAPATHPFEPHPYPLSCHWSHOPSLBSNOWTEAMUNPVRTXWDAYZS

Computed by code from the frozen snapshot and verified by an independent recomputation before the batch was frozen. No model ever saw it.

Model answers (8)

XiaomiMiMo
xiaomi/mimo-v2.6-flash
100.0strict pass
latency 290.8s · cost $0.0164
tool calls 12
Model answer
set · 41 items
ABTACNADBEADSKAPHBLKBMYCMCSACMECMGCRCLCRMDASHDEDHRDISETNGILDHCAHLICEINTULNGMDBMDTNETNOWOKTAPATHPFEPHPYPLSCHWSHOPSLBSNOWTEAMUNPVRTXWDAYZS
Why this score
Gold has 41, the model returned 41: 41 correct → F1 100%. Strict pass.
gold 41 · returned 41 · correct 41 · false positives 0 · missed 0
precision 100.0% · recall 100.0% · F1 100.0% · strict pass
Tool calls (12)
list_metrics → search_equities → get_market_history → run_calculation → run_calculation → get_equity_financials → run_calculation → run_calculation → get_equity_financials → run_calculation → run_calculation → submit_answer
DeepSeek
deepseek/deepseek-v4.1-flash
100.0strict pass
latency 78.5s · cost $0.1280
tool calls 11
Model answer
set · 41 items
ABTACNADBEADSKAPHBLKBMYCMCSACMECMGCRCLCRMDASHDEDHRDISETNGILDHCAHLICEINTULNGMDBMDTNETNOWOKTAPATHPFEPHPYPLSCHWSHOPSLBSNOWTEAMUNPVRTXWDAYZS
Why this score
Gold has 41, the model returned 41: 41 correct → F1 100%. Strict pass.
gold 41 · returned 41 · correct 41 · false positives 0 · missed 0
precision 100.0% · recall 100.0% · F1 100.0% · strict pass
Tool calls (11)
list_metrics → search_equities → get_market_history → get_equity_financials → run_calculation✗ → run_calculation → run_calculation → run_calculation → run_calculation → run_calculation → submit_answer
Anthropic
Claude Opus 5.5
100.0strict pass
latency 40.2s · cost $0.9999
tool calls 7
Model answer
set · 41 items
ABTACNADBEADSKAPHBLKBMYCMCSACMECMGCRCLCRMDASHDEDHRDISETNGILDHCAHLICEINTULNGMDBMDTNETNOWOKTAPATHPFEPHPYPLSCHWSHOPSLBSNOWTEAMUNPVRTXWDAYZS
Why this score
Gold has 41, the model returned 41: 41 correct → F1 100%. Strict pass.
gold 41 · returned 41 · correct 41 · false positives 0 · missed 0
precision 100.0% · recall 100.0% · F1 100.0% · strict pass
Tool calls (7)
list_metrics → search_equities → get_market_history → run_calculation → get_equity_financials → run_calculation → submit_answer
Qwen
qwen/qwen3.8-flash
100.0strict pass
latency 589.2s · cost $0.0640
tool calls 22
Model answer
set · 41 items
ABTACNADBEADSKAPHBLKBMYCMCSACMECMGCRCLCRMDASHDEDHRDISETNGILDHCAHLICEINTULNGMDBMDTNETNOWOKTAPATHPFEPHPYPLSCHWSHOPSLBSNOWTEAMUNPVRTXWDAYZS
Why this score
Gold has 41, the model returned 41: 41 correct → F1 100%. Strict pass.
gold 41 · returned 41 · correct 41 · false positives 0 · missed 0
precision 100.0% · recall 100.0% · F1 100.0% · strict pass
Tool calls (22)
list_metrics → search_equities → get_market_history → get_market_history → run_calculation → get_equity_financials → run_calculation → get_equity_financials → get_equity_financials → run_calculation → get_equity_financials → run_calculation → search_equities → get_equity_financials → run_calculation → get_equity_financials → run_calculation → run_calculation → run_calculation → run_calculation → run_calculation → submit_answer
Gemini
google/gemini-3.8-flash
100.0strict pass
latency 173.9s · cost $0.2271
tool calls 16
Model answer
set · 41 items
ABTACNADBEADSKAPHBLKBMYCMCSACMECMGCRCLCRMDASHDEDHRDISETNGILDHCAHLICEINTULNGMDBMDTNETNOWOKTAPATHPFEPHPYPLSCHWSHOPSLBSNOWTEAMUNPVRTXWDAYZS
Why this score
Gold has 41, the model returned 41: 41 correct → F1 100%. Strict pass.
gold 41 · returned 41 · correct 41 · false positives 0 · missed 0
precision 100.0% · recall 100.0% · F1 100.0% · strict pass
Tool calls (16)
list_metrics → search_equities → run_calculation → get_market_history → run_calculation → run_calculation✗ → run_calculation → get_equity_financials → run_calculation → get_equity_financials → get_equity_financials → run_calculation✗ → run_calculation → get_equity_metrics → run_calculation → submit_answer
Z.ai
z-ai/glm-5.3-flash
100.0strict pass
latency 563.0s · cost $0.0137
tool calls 6
Model answer
set · 41 items
CRMAPHSCHWDEDISGILDABTUNPBLKSHOPETNPFEDHRNOWVRTXBMYPHMDTSNOWNETACNADBECMEHCACMCSAICEDASHINTUSLBLNGCMGPYPLTEAMWDAYADSKMDBOKTAZSCRCLHLPATH
Why this score
Gold has 41, the model returned 41: 41 correct → F1 100%. Strict pass.
gold 41 · returned 41 · correct 41 · false positives 0 · missed 0
precision 100.0% · recall 100.0% · F1 100.0% · strict pass
Tool calls (6)
list_metrics → search_equities → get_market_history → get_equity_financials → run_calculation → submit_answer
Grok
x-ai/grok-4.7
100.0strict pass
latency 78.1s · cost $0.3374
tool calls 13
Model answer
set · 41 items
ABTACNADBEADSKAPHBLKBMYCMCSACMECMGCRCLCRMDASHDEDHRDISETNGILDHCAHLICEINTULNGMDBMDTNETNOWOKTAPATHPFEPHPYPLSCHWSHOPSLBSNOWTEAMUNPVRTXWDAYZS
Why this score
Gold has 41, the model returned 41: 41 correct → F1 100%. Strict pass.
gold 41 · returned 41 · correct 41 · false positives 0 · missed 0
precision 100.0% · recall 100.0% · F1 100.0% · strict pass
Tool calls (13)
list_metrics → search_equities → run_calculation → get_market_history → run_calculation → get_equity_financials → run_calculation → get_equity_financials → get_equity_financials → get_equity_financials → run_calculation → get_equity_financials → submit_answer
Minimax
MiniMax M3
97.6not a strict pass
latency 524.2s · cost $0.0575
tool calls 17
Model answer
set · 43 items
CRMAPHSCHWDEDISGILDABTUNPBLKSHOPETNPFEUBERDHRNOWBKNGVRTXBMYPHMDTSNOWNETACNADBECMEHCACMCSAICEDASHINTUSLBLNGCMGPYPLTEAMWDAYADSKMDBOKTAZSCRCLHLPATH
Why this score
Gold has 41, the model returned 43: 41 correct, 2 false positives → F1 98%. Not a strict pass.
gold 41 · returned 43 · correct 41 · false positives 2 · missed 0
precision 95.3% · recall 100.0% · F1 97.6% · not a strict pass
+UBER+BKNG
Tool calls (17)
list_metrics → search_equities → get_market_history → run_calculation → run_calculation → run_calculation → run_calculation → run_calculation → run_calculation → get_equity_financials → run_calculation → get_equity_financials → run_calculation → run_calculation → run_calculation → run_calculation → submit_answer