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S-EQ33 · Market-cap Bucket RankingMarket & SignalRanking / Top-KEquityGROUPED_RANKEDHARDpublic example

Question

Buckets: SMALL < $2B, MID $2B–$10B, LARGE > $10B by market cap at the cutoff (row attribute `market_cap_bucket`); return over 20 sessions = adjusted close today / adjusted close 20 sessions ago − 1. Find US-listed common equities (instruments without a reported market cap — warrants, units, rights, preferred series, notes — are not in the universe) with 20-day average dollar volume greater than $100M; within each market-cap bucket (SMALL < $2B, MID $2B–$10B, LARGE > $10B) take the top 5 by 20-day return descending. Scope: only entities with a known value for 20-day average dollar volume, 20-day return, market-cap bucket (SMALL < $2B, MID $2B–$10B, LARGE > $10B) in the snapshot; entities lacking any of them are out of scope and must not be returned. Return the picks grouped by the group value exactly as it appears in the data, each group's list in the requested order (best first); group membership and order are graded. 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 grouped_topk

Expected / gold answer

grouped · 3 groups
LARGE1. MRNA2. MSTR3. BMNR4. XP5. CRCL
MID1. ASST2. PURR3. HTFL4. ARX5. AMLX
SMALL1. GPRO2. TE3. WOLF4. JBLU5. FCEL

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 131.3s · cost $0.0129
tool calls 12
Model answer
grouped · 3 groups
SMALL1. GPRO2. TE3. WOLF4. JBLU5. FCEL
MID1. ASST2. PURR3. HTFL4. ARX5. AMLX
LARGE1. MRNA2. MSTR3. BMNR4. XP5. CRCL
Why this score
3 groups; every group exact. Strict pass.
3 groups · strict pass
groupgoldcorrectfalse +missedorderscore
LARGE5500100.0%100
MID5500100.0%100
SMALL5500100.0%100
Tool calls (12)
list_metrics → search_equities → search_equities → search_equities → search_equities → search_equities → run_calculation → get_market_history → get_market_history → run_calculation → run_calculation → submit_answer
DeepSeek
deepseek/deepseek-v4.1-flash
100.0strict pass
latency 73.4s · cost $0.2274
tool calls 14
Model answer
grouped · 3 groups
LARGE1. MRNA2. MSTR3. BMNR4. XP5. CRCL
MID1. ASST2. PURR3. HTFL4. ARX5. AMLX
SMALL1. GPRO2. TE3. WOLF4. JBLU5. FCEL
Why this score
3 groups; every group exact. Strict pass.
3 groups · strict pass
groupgoldcorrectfalse +missedorderscore
LARGE5500100.0%100
MID5500100.0%100
SMALL5500100.0%100
Tool calls (14)
list_metrics → search_equities → search_equities → search_equities → search_equities → search_equities → run_calculation → run_calculation → get_market_history → get_market_history → run_calculation → run_calculation → search_equities → submit_answer
Anthropic
Claude Opus 5.5
100.0strict pass
latency 67.7s · cost $1.0309
tool calls 7
Model answer
grouped · 3 groups
SMALL1. GPRO2. TE3. WOLF4. JBLU5. FCEL
MID1. ASST2. PURR3. HTFL4. ARX5. AMLX
LARGE1. MRNA2. MSTR3. BMNR4. XP5. CRCL
Why this score
3 groups; every group exact. Strict pass.
3 groups · strict pass
groupgoldcorrectfalse +missedorderscore
LARGE5500100.0%100
MID5500100.0%100
SMALL5500100.0%100
Tool calls (7)
list_metrics → search_equities → search_equities → search_equities → get_market_history → run_calculation → submit_answer
Qwen
qwen/qwen3.8-flash
100.0strict pass
latency 149.8s · cost $0.0198
tool calls 15
Model answer
grouped · 3 groups
SMALL1. GPRO2. TE3. WOLF4. JBLU5. FCEL
MID1. ASST2. PURR3. HTFL4. ARX5. AMLX
LARGE1. MRNA2. MSTR3. BMNR4. XP5. CRCL
Why this score
3 groups; every group exact. Strict pass.
3 groups · strict pass
groupgoldcorrectfalse +missedorderscore
LARGE5500100.0%100
MID5500100.0%100
SMALL5500100.0%100
Tool calls (15)
list_metrics → search_equities → search_equities → search_equities → search_equities → search_equities → search_equities → search_equities → search_equities → search_equities → search_equities → get_market_history → run_calculation✗ → run_calculation → submit_answer
Gemini
google/gemini-3.8-flash
100.0strict pass
latency 66.8s · cost $0.1394
tool calls 17
Model answer
grouped · 3 groups
SMALL1. GPRO2. TE3. WOLF4. JBLU5. FCEL
MID1. ASST2. PURR3. HTFL4. ARX5. AMLX
LARGE1. MRNA2. MSTR3. BMNR4. XP5. CRCL
Why this score
3 groups; every group exact. Strict pass.
3 groups · strict pass
groupgoldcorrectfalse +missedorderscore
LARGE5500100.0%100
MID5500100.0%100
SMALL5500100.0%100
Tool calls (17)
list_metrics → search_equities → search_equities → search_equities → search_equities → get_market_history → run_calculation → run_calculation → get_market_history → run_calculation → search_equities → run_calculation → get_market_history → run_calculation → run_calculation → get_equity_metrics → submit_answer
Z.ai
z-ai/glm-5.3-flash
100.0strict pass
latency 305.6s · cost $0.0370
tool calls 11
Model answer
grouped · 3 groups
LARGE1. MRNA2. MSTR3. BMNR4. XP5. CRCL
MID1. ASST2. PURR3. HTFL4. ARX5. AMLX
SMALL1. GPRO2. TE3. WOLF4. JBLU5. FCEL
Why this score
3 groups; every group exact. Strict pass.
3 groups · strict pass
groupgoldcorrectfalse +missedorderscore
LARGE5500100.0%100
MID5500100.0%100
SMALL5500100.0%100
Tool calls (11)
list_metrics → search_equities → search_equities → search_equities → search_equities → search_equities → run_calculation → get_market_history → get_market_history → run_calculation → submit_answer
Grok
x-ai/grok-4.7
100.0strict pass
latency 53.6s · cost $0.3290
tool calls 11
Model answer
grouped · 3 groups
LARGE1. MRNA2. MSTR3. BMNR4. XP5. CRCL
MID1. ASST2. PURR3. HTFL4. ARX5. AMLX
SMALL1. GPRO2. TE3. WOLF4. JBLU5. FCEL
Why this score
3 groups; every group exact. Strict pass.
3 groups · strict pass
groupgoldcorrectfalse +missedorderscore
LARGE5500100.0%100
MID5500100.0%100
SMALL5500100.0%100
Tool calls (11)
list_metrics → search_equities → search_equities → search_equities → search_equities → search_equities → run_calculation → get_market_history → get_market_history → run_calculation → submit_answer
Minimax
MiniMax M3
100.0strict pass
latency 130.0s · cost $0.0817
tool calls 11
Model answer
grouped · 3 groups
SMALL1. GPRO2. TE3. WOLF4. JBLU5. FCEL
MID1. ASST2. PURR3. HTFL4. ARX5. AMLX
LARGE1. MRNA2. MSTR3. BMNR4. XP5. CRCL
Why this score
3 groups; every group exact. Strict pass.
3 groups · strict pass
groupgoldcorrectfalse +missedorderscore
LARGE5500100.0%100
MID5500100.0%100
SMALL5500100.0%100
Tool calls (11)
list_metrics → search_equities → search_equities → search_equities → search_equities → search_equities → get_market_history → get_market_history → run_calculation → run_calculation → submit_answer