Arena run #64
meanrev-v1 • z-ai • z-ai/glm-4.7 • US • success
Run status
as_of: 2026-02-09T17:30:55.428193+00:00
started_at: 2026-02-09T17:41:37.447735+00:00
finished_at: 2026-02-09T17:43:10.517352+00:00
duration_ms: 93068
Inputs
{
"dry_run": false,
"selected": [
{
"symbol": "IRBT_CFD.US",
"selection_reason": "Extreme 1d drop (-45.5%) and deep oversold vs MA50 (-82.8%).",
"mean_reversion_score": 98
},
{
"symbol": "JBLU_CFD.US",
"selection_reason": "Strong 1d rally (+10.7%) and overbought vs MA50 (+23.3%).",
"mean_reversion_score": 92
},
{
"symbol": "COLM_CFD.US",
"selection_reason": "Significant 1d gain (+8.8%) and overbought vs MA50 (+12.0%).",
"mean_reversion_score": 88
},
{
"symbol": "IRM_CFD.US",
"selection_reason": "Strong 1d gain (+8.6%) and overbought vs MA50 (+10.4%).",
"mean_reversion_score": 85
},
{
"symbol": "G_CFD.US",
"selection_reason": "Oversold condition vs MA50 (-12.9%) with recent volatility.",
"mean_reversion_score": 78
}
],
"universe_symbols": [
"FLTR_CFD.UK",
"IRBT_CFD.US",
"CPG_CFD.UK",
"BPT_CFD.UK",
"BBOX_CFD.UK",
"AUTO_CFD.UK",
"ICG_CFD.UK",
"ADJ_CFD.DE",
"IPR_CFD.PT",
"HIAB_CFD.FI",
"GN_CFD.DK",
"CNA_CFD.UK",
"GSK_CFD.UK",
"AN_CFD.US",
"BDX_CFD.US",
"HLAG_CFD.DE",
"CCL_CFD.UK",
"KNEBV_CFD.FI",
"GNS_CFD.UK",
"G_CFD.US",
"HFG_CFD.DE",
"DHER_CFD.DE",
"ADM_CFD.UK",
"GO_CFD.US",
"BRNK_CFD.DE",
"BIG_CFD.FR",
"AMG_CFD.NL",
"CAST_CFD.SE",
"HMSO_CFD.UK",
"AIG_CFD.US",
"IRM_CFD.US",
"FISV_CFD.US",
"GBF_CFD.DE",
"FORTUM_CFD.FI",
"JBLU_CFD.US",
"BLND_CFD.UK",
"CPB_CFD.US",
"FLO_CFD.US",
"APO_CFD.US",
"COLM_CFD.US",
"LAD_CFD.US",
"BOY_CFD.UK",
"GLPG_CFD.NL",
"GFT_CFD.DE",
"FAST_CFD.US",
"LAND_CFD.UK",
"GEN_CFD.UK",
"BATS_CFD.UK",
"DOCS_CFD.UK",
"MAN_CFD.US"
]
}Outputs
{
"actions": {
"buy": [
{
"reason": "Strongest mean reversion buy signal (Score 98) due to extreme 1d drop (-45.5%) and deep oversold level (-82.8% vs MA50).",
"symbol": "IRBT_CFD.US",
"position_size": 3000
},
{
"reason": "Mean reversion buy signal (Score 78) due to oversold condition (-12.9% vs MA50).",
"symbol": "G_CFD.US",
"position_size": 3000
}
],
"hold": [],
"sell": [
{
"reason": "Strong mean reversion sell signal (Score 92) due to extreme overbought condition (+23.3% vs MA50) following a 1d rally of +10.7%.",
"symbol": "JBLU_CFD.US"
},
{
"reason": "Mean reversion sell signal (Score 88) due to overbought condition (+12.0% vs MA50) following a 1d gain of +8.8%.",
"symbol": "COLM_CFD.US"
}
]
},
"portfolio_rationale": "Initiating a 2 Long / 2 Short portfolio based on the mean-reversion strategy. Selected the top 2 oversold candidates (IRBT, G) for long positions and the top 2 overbought candidates (JBLU, COLM) for short positions. Total gross exposure is $12,000 (1.2x leverage), adhering to the 3.0x limit and fixed position size of $3,000."
}Prompts & responses
#118 • openrouter • z-ai/glm-4.7 • 2026-02-09T17:41:37.485197+00:00
System prompt
You are an Arena strategy executor. You must follow the strategy rules strictly and output ONLY valid JSON. You are NOT allowed to invent prices, fundamentals, earnings dates, or sentiment. If a field is null/empty, treat it as unknown. You are a constrained selector (no narrative).
User prompt
{"task": "stage1_universe_scan", "region": "US", "strategy": {"key": "meanrev-v1", "name": "Two-Stage LLM Mean-Reversion (Arena v1)", "rules": {"max_positions": 10, "max_buys_per_run": 2, "avoid_overtrading": true, "max_sells_per_run": 2, "max_gross_leverage": 3.0, "fixed_position_size": 3000.0, "universe_symbols_eu": [], "universe_symbols_us": []}}, "selection_rules": {"horizon": "2-10 trading days", "target": "short-term mean reversion in liquid equities", "constraints": ["Select exactly 5 candidates", "Avoid earnings within 5 trading days (if known)", "Avoid highly binary/event-driven moves (if known)", "Avoid sector concentration: max 1 per sector unless clearly justified (sector may be unknown)"]}, "universe": [{"symbol": "FLTR_CFD.UK", "name": "FLUTTER ENTERTAINMENT PLC-DI", "sector": "", "last_price": 12305.0, "change_1d_pct": -25.78407720144753, "distance_from_ma200_pct": -37.10737840264257, "distance_from_ma50_pct": -32.350543135250895, "volatility_20d_pct": 128.69185529878447, "market_cap_usd": null, "avg_daily_volume_usd": null, "days_to_next_earnings": null, "earnings_confirmed": null, "news_sentiment_score": null, "news_headlines_last_3": [], "data_quality_note": "snapshot_ok_prices_technicals_only"}, {"symbol": "IRBT_CFD.US", "name": "IROBOT CORP", "sector": "", "last_price": 0.49, "change_1d_pct": -45.55555555555556, "distance_from_ma200_pct": -85.08802629376588, "distance_from_ma50_pct": -82.85994123408423, "volatility_20d_pct": 786.5727671965057, "market_cap_usd": null, "avg_daily_volume_usd": null, "days_to_next_earnings": null, "earnings_confirmed": null, "news_sentiment_score": null, "news_headlines_last_3": [], "data_quality_note": "snapshot_ok_prices_technicals_only"}, {"symbol": "CPG_CFD.UK", "name": "", "sector": "", "last_price": 2202.0, "change_1d_pct": -3.16622691292876, "distance_from_ma200_pct": -11.975119419721757, "distance_from_ma50_pct": -5.6971915407383005, "volatility_20d_pct": 75.58872399381154, "market_cap_usd": null, "avg_daily_volume_usd": null, "days_to_next_earnings": null, "earnings_confirmed": null, "news_sentiment_score": null, "news_headlines_last_3": [], "data_quality_note": "snapshot_ok_prices_technicals_only"}, {"symbol": "BPT_CFD.UK", "name": "", "sector": "", "last_price": 274.2, "change_1d_pct": -5.912225920461179, "distance_from_ma200_pct": -11.483684525527371, "distance_from_ma50_pct": -7.545463557334964, "volatility_20d_pct": 77.69917499624198, "market_cap_usd": null, "avg_daily_volume_usd": null, "days_to_next_earnings": null, "earnings_confirmed": null, "news_sentiment_score": null, "news_headlines_last_3": [], "data_quality_note": "snapshot_ok_prices_technicals_only"}, {"symbol": "BBOX_CFD.UK", "name": "", "sector": "", "last_price": 166.0, "change_1d_pct": 15.598885793871876, "distance_from_ma200_pct": 15.063751209988908, "distance_from_ma50_pct": 9.510960991667927, "volatility_20d_pct": 57.84262866116462, "market_cap_usd": null, "avg_daily_volume_usd": null, "days_to_next_earnings": null, "earnings_confirmed": null, "news_sentiment_score": null, "news_headlines_last_3": [], "data_quality_note": "snapshot_ok_prices_technicals_only"}, {"symbol": "AUTO_CFD.UK", "name": "AUTOTRADER GROUP PLC", "sector": "", "last_price": 487.5, "change_1d_pct": -37.876721929835746, "distance_from_ma200_pct": -38.2752275317555, "distance_from_ma50_pct": -34.54270662081388, "volatility_20d_pct": 121.55657728615927, "market_cap_usd": null, "avg_daily_volume_usd": null, "days_to_next_earnings": null, "earnings_confirmed": null, "news_sentiment_score": null, "news_headlines_last_3": [], "data_quality_note": "snapshot_ok_prices_technicals_only"}, {"symbol": "ICG_CFD.UK", "name": "ICG Plc", "sector": "", "last_price": 1714.0, "change_1d_pct": -16.876818622696412, "distance_from_ma200_pct": -15.871458066903788, "distance_from_ma50_pct": -14.252272815048862, "volatility_20d_pct": 67.97233404982396, "market_cap_usd": null, "avg_daily_volume_usd": null, "days_to_next_earnings": null, "earnings_confirmed": null, "news_sentiment_score": null, "news_headlines_last_3": [], "data_quality_note": "snapshot_ok_prices_technicals_only"}, {"symbol": "ADJ_CFD.DE", "name": "", "sector": "", "last_price": 0.186, "change_1d_pct": 3.3333333333333437, "distance_from_ma200_pct": -13.132822716233882, "distance_from_ma50_pct": -6.098546042003239, "volatility_20d_pct": 289.85428872043053, "market_cap_usd": null, "avg_daily_volume_usd": null, "days_to_next_earnings": null, "earnings_confirmed": null, "news_sentiment_score": null, "news_headlines_last_3": [], "data_quality_note": "snapshot_ok_prices_technicals_only"}, {"symbol": "IPR_CFD.PT", "name": "Impresa SGPS SA", "sector": "", "last_price": 0.187, "change_1d_pct": -3.6082474226804107, "distance_from_ma200_pct": 25.51177931404791, "distance_from_ma50_pct": -9.80127339378738, "volatility_20d_pct": 435.30530941050216, "market_cap_usd": null, "avg_daily_volume_usd": null, "days_to_next_earnings": null, "earnings_confirmed": null, "news_sentiment_score": null, "news_headlines_last_3": [], "data_quality_note": "snapshot_ok_prices_technicals_only"}, {"symbol": "HIAB_CFD.FI", "name": "", "sector": "", "last_price": 50.85, "change_1d_pct": 0.5934718100890191, "distance_from_ma200_pct": 0.9514049517210132, "distance_from_ma50_pct": 2.1373931725220174, "volatility_20d_pct": 95.89223468715024, "market_cap_usd": null, "avg_daily_volume_usd": null, "days_to_next_earnings": null, "earnings_confirmed": null, "news_sentiment_score": null, "news_headlines_last_3": [], "data_quality_note": "snapshot_ok_prices_technicals_only"}, {"symbol": "GN_CFD.DK", "name": "", "sector": "", "last_price": 97.18, "change_1d_pct": -9.092609915809168, "distance_from_ma200_pct": -7.089781979356669, "distance_from_ma50_pct": -9.820792255612298, "volatility_20d_pct": 97.13892488265931, "market_cap_usd": null, "avg_daily_volume_usd": null, "days_to_next_earnings": null, "earnings_confirmed": null, "news_sentiment_score": null, "news_headlines_last_3": [], "data_quality_note": "snapshot_ok_prices_technicals_only"}, {"symbol": "CNA_CFD.UK", "name": "", "sector": "", "last_price": 192.7, "change_1d_pct": 0.7055134570159272, "distance_from_ma200_pct": 16.426638680771987, "distance_from_ma50_pct": 9.909539942735247, "volatility_20d_pct": 64.829903014991, "market_cap_usd": null, "avg_daily_volume_usd": null, "days_to_next_earnings": null, "earnings_confirmed": null, "news_sentiment_score": null, "news_headlines_last_3": [], "data_quality_note": "snapshot_ok_prices_technicals_only"}, {"symbol": "GSK_CFD.UK", "name": "", "sector": "", "last_price": 2206.0, "change_1d_pct": 7.82013685239491, "distance_from_ma200_pct": 37.82643341052696, "distance_from_ma50_pct": 18.709576321970523, "volatility_20d_pct": 52.83958173805724, "market_cap_usd": null, "avg_daily_volume_usd": null, "days_to_next_earnings": null, "earnings_confirmed": null, "news_sentiment_score": null, "news_headlines_last_3": [], "data_quality_note": "snapshot_ok_prices_technicals_only"}, {"symbol": "AN_CFD.US", "name": "", "sector": "", "last_price": 211.0, "change_1d_pct": 1.0633202414024323, "distance_from_ma200_pct": 3.2016477047904557, "distance_from_ma50_pct": -0.40639853488844135, "volatility_20d_pct": 69.70272862144698, "market_cap_usd": null, "avg_daily_volume_usd": null, "days_to_next_earnings": null, "earnings_confirmed": null, "news_sentiment_score": null, "news_headlines_last_3": [], "data_quality_note": "snapshot_ok_prices_technicals_only"}, {"symbol": "BDX_CFD.US", "name": "", "sector": "", "last_price": 208.67, "change_1d_pct": 1.379779429626371, "distance_from_ma200_pct": 11.477413629979605, "distance_from_ma50_pct": 4.4471762673110815, "volatility_20d_pct": 44.713843204767905, "market_cap_usd": null, "avg_daily_volume_usd": null, "days_to_next_earnings": null, "earnings_confirmed": null, "news_sentiment_score": null, "news_headlines_last_3": [], "data_quality_note": "snapshot_ok_prices_technicals_only"}, {"symbol": "HLAG_CFD.DE", "name": "", "sector": "", "last_price": 123.613, "change_1d_pct": 5.6521367521367605, "distance_from_ma200_pct": -1.7621820361954033, "distance_from_ma50_pct": 3.540841644906667, "volatility_20d_pct": 53.99560219203846, "market_cap_usd": null, "avg_daily_volume_usd": null, "days_to_next_earnings": null, "earnings_confirmed": null, "news_sentiment_score": null, "news_headlines_last_3": [], "data_quality_note": "snapshot_ok_prices_technicals_only"}, {"symbol": "CCL_CFD.UK", "name": "", "sector": "", "last_price": 2458.05, "change_1d_pct": 3.5404380791912438, "distance_from_ma200_pct": 32.14769123379189, "distance_from_ma50_pct": 20.357044788362, "volatility_20d_pct": 140.54190664102762, "market_cap_usd": null, "avg_daily_volume_usd": null, "days_to_next_earnings": null, "earnings_confirmed": null, "news_sentiment_score": null, "news_headlines_last_3": [], "data_quality_note": "snapshot_ok_prices_technicals_only"}, {"symbol": "KNEBV_CFD.FI", "name": "", "sector": "", "last_price": 58.96, "change_1d_pct": -4.688005172971222, "distance_from_ma200_pct": 4.6450251194206205, "distance_from_ma50_pct": -2.242746381937044, "volatility_20d_pct": 60.30749330046405, "market_cap_usd": null, "avg_daily_volume_usd": null, "days_to_next_earnings": null, "earnings_confirmed": null, "news_sentiment_score": null, "news_headlines_last_3": [], "data_quality_note": "snapshot_ok_prices_technicals_only"}, {"symbol": "GNS_CFD.UK", "name": "", "sector": "", "last_price": 3135.0, "change_1d_pct": 28.747433264887068, "distance_from_ma200_pct": 43.087566327191595, "distance_from_ma50_pct": 23.102919223751872, "volatility_20d_pct": 112.46982035808782, "market_cap_usd": null, "avg_daily_volume_usd": null, "days_to_next_earnings": null, "earnings_confirmed": null, "news_sentiment_score": null, "news_headlines_last_3": [], "data_quality_note": "snapshot_ok_prices_technicals_only"}, {"symbol": "G_CFD.US", "name": "", "sector": "", "last_price": 39.75, "change_1d_pct": 2.1063447212946285, "distance_from_ma200_pct": -9.527700455889343, "distance_from_ma50_pct": -12.940063340210505, "volatility_20d_pct": 67.2207475218166, "market_cap_usd": null, "avg_daily_volume_usd": null, "days_to_next_earnings": null, "earnings_confirmed": null, "news_sentiment_score": null, "news_headlines_last_3": [], "data_quality_note": "snapshot_ok_prices_technicals_only"}, {"symbol": "HFG_CFD.DE", "name": "", "sector": "", "last_price": 6.177, "change_1d_pct": 4.99745028046914, "distance_from_ma200_pct": -19.144293468123387, "distance_from_ma50_pct": 6.803838506094917, "volatility_20d_pct": 85.41176010709088, "market_cap_usd": null, "avg_daily_volume_usd": null, "days_to_next_earnings": null, "earnings_confirmed": null, "news_sentiment_score": null, "news_headlines_last_3": [], "data_quality_note": "snapshot_ok_prices_technicals_only"}, {"symbol": "DHER_CFD.DE", "name": "", "sector": "", "last_price": 22.45, "change_1d_pct": 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-13.358026295839021, "volatility_20d_pct": 123.9561977008674, "market_cap_usd": null, "avg_daily_volume_usd": null, "days_to_next_earnings": null, "earnings_confirmed": null, "news_sentiment_score": null, "news_headlines_last_3": [], "data_quality_note": "snapshot_ok_prices_technicals_only"}, {"symbol": "AMG_CFD.NL", "name": "", "sector": "", "last_price": 36.76, "change_1d_pct": 1.7155506364139317, "distance_from_ma200_pct": 40.634761653537296, "distance_from_ma50_pct": 16.07880980695424, "volatility_20d_pct": 76.92144970309357, "market_cap_usd": null, "avg_daily_volume_usd": null, "days_to_next_earnings": null, "earnings_confirmed": null, "news_sentiment_score": null, "news_headlines_last_3": [], "data_quality_note": "snapshot_ok_prices_technicals_only"}, {"symbol": "CAST_CFD.SE", "name": "", "sector": "", "last_price": 108.45, "change_1d_pct": -2.429149797570851, "distance_from_ma200_pct": -4.686950021949688, "distance_from_ma50_pct": 0.8703966545814401, "volatility_20d_pct": 39.59489582959776, "market_cap_usd": null, "avg_daily_volume_usd": null, "days_to_next_earnings": null, "earnings_confirmed": null, "news_sentiment_score": null, "news_headlines_last_3": [], "data_quality_note": "snapshot_ok_prices_technicals_only"}, {"symbol": "HMSO_CFD.UK", "name": "", "sector": "", "last_price": 354.4, "change_1d_pct": 14.84121840570316, "distance_from_ma200_pct": 22.618938467367066, "distance_from_ma50_pct": 10.444001089481446, "volatility_20d_pct": 86.87319350894128, "market_cap_usd": null, "avg_daily_volume_usd": null, "days_to_next_earnings": null, "earnings_confirmed": null, "news_sentiment_score": null, "news_headlines_last_3": [], "data_quality_note": "snapshot_ok_prices_technicals_only"}, {"symbol": "AIG_CFD.US", "name": "", "sector": "", "last_price": 75.98, "change_1d_pct": 2.5509515454177345, "distance_from_ma200_pct": -5.288888833487682, "distance_from_ma50_pct": -3.262195354853825, "volatility_20d_pct": 64.93804366301129, "market_cap_usd": null, "avg_daily_volume_usd": null, "days_to_next_earnings": null, "earnings_confirmed": null, "news_sentiment_score": null, "news_headlines_last_3": [], "data_quality_note": "snapshot_ok_prices_technicals_only"}, {"symbol": "IRM_CFD.US", "name": "", "sector": "", "last_price": 96.27, "change_1d_pct": 8.693688607880778, "distance_from_ma200_pct": 1.1043022101797417, "distance_from_ma50_pct": 10.49210131254561, "volatility_20d_pct": 65.77697558288025, "market_cap_usd": null, "avg_daily_volume_usd": null, "days_to_next_earnings": null, "earnings_confirmed": null, "news_sentiment_score": null, "news_headlines_last_3": [], "data_quality_note": "snapshot_ok_prices_technicals_only"}, {"symbol": "FISV_CFD.US", "name": "", "sector": "", "last_price": 60.16, "change_1d_pct": 3.5277921183961336, "distance_from_ma200_pct": -50.07145690758406, "distance_from_ma50_pct": -8.60809644762589, "volatility_20d_pct": 56.02902546917359, "market_cap_usd": null, "avg_daily_volume_usd": null, "days_to_next_earnings": null, "earnings_confirmed": null, "news_sentiment_score": null, "news_headlines_last_3": [], "data_quality_note": "snapshot_ok_prices_technicals_only"}, {"symbol": "GBF_CFD.DE", "name": "", "sector": "", "last_price": 129.193, "change_1d_pct": 6.594884488448849, "distance_from_ma200_pct": 37.10633188056778, "distance_from_ma50_pct": 15.679463848567021, "volatility_20d_pct": 52.866684685412245, "market_cap_usd": null, "avg_daily_volume_usd": null, "days_to_next_earnings": null, "earnings_confirmed": null, "news_sentiment_score": null, "news_headlines_last_3": [], "data_quality_note": "snapshot_ok_prices_technicals_only"}, {"symbol": "FORTUM_CFD.FI", "name": "", "sector": "", "last_price": 19.35, "change_1d_pct": 1.229400993983809, "distance_from_ma200_pct": 15.779487644354152, "distance_from_ma50_pct": 3.7418923164519224, "volatility_20d_pct": 64.51240491617641, "market_cap_usd": null, "avg_daily_volume_usd": null, "days_to_next_earnings": null, "earnings_confirmed": null, "news_sentiment_score": null, "news_headlines_last_3": [], "data_quality_note": "snapshot_ok_prices_technicals_only"}, {"symbol": "JBLU_CFD.US", "name": "", "sector": "", "last_price": 6.17, "change_1d_pct": 10.77199281867145, "distance_from_ma200_pct": 29.773159881794943, "distance_from_ma50_pct": 23.365457671851875, "volatility_20d_pct": 129.86265850928896, "market_cap_usd": null, "avg_daily_volume_usd": null, "days_to_next_earnings": null, "earnings_confirmed": null, "news_sentiment_score": null, "news_headlines_last_3": [], "data_quality_note": "snapshot_ok_prices_technicals_only"}, {"symbol": "BLND_CFD.UK", "name": "", "sector": "", "last_price": 419.0, "change_1d_pct": 1.305609284332676, "distance_from_ma200_pct": 12.579768072243436, "distance_from_ma50_pct": 5.858069340825067, "volatility_20d_pct": 83.6517211804937, "market_cap_usd": null, "avg_daily_volume_usd": null, "days_to_next_earnings": null, "earnings_confirmed": null, "news_sentiment_score": null, "news_headlines_last_3": [], "data_quality_note": "snapshot_ok_prices_technicals_only"}, {"symbol": "CPB_CFD.US", "name": "", "sector": "", "last_price": 28.52, "change_1d_pct": 6.0617329862402425, "distance_from_ma200_pct": -9.001860165340947, "distance_from_ma50_pct": 2.027674827926673, "volatility_20d_pct": 57.55424281400177, "market_cap_usd": null, "avg_daily_volume_usd": null, "days_to_next_earnings": null, "earnings_confirmed": null, "news_sentiment_score": null, "news_headlines_last_3": [], "data_quality_note": "snapshot_ok_prices_technicals_only"}, {"symbol": "FLO_CFD.US", "name": "", "sector": "", "last_price": 11.75, "change_1d_pct": 5.004468275245766, "distance_from_ma200_pct": -15.301275166333884, "distance_from_ma50_pct": 7.243255083786648, "volatility_20d_pct": 61.10312135408288, "market_cap_usd": null, "avg_daily_volume_usd": null, "days_to_next_earnings": null, "earnings_confirmed": null, "news_sentiment_score": null, "news_headlines_last_3": [], "data_quality_note": "snapshot_ok_prices_technicals_only"}, {"symbol": "APO_CFD.US", "name": "", "sector": "", "last_price": 134.76, "change_1d_pct": 6.31952662721893, "distance_from_ma200_pct": -1.6772363394397138, "distance_from_ma50_pct": -4.283926433006558, "volatility_20d_pct": 74.67847082473573, "market_cap_usd": null, "avg_daily_volume_usd": null, "days_to_next_earnings": null, "earnings_confirmed": null, "news_sentiment_score": null, "news_headlines_last_3": [], "data_quality_note": "snapshot_ok_prices_technicals_only"}, {"symbol": "COLM_CFD.US", "name": "", "sector": "", "last_price": 62.5, "change_1d_pct": 8.866051210590498, "distance_from_ma200_pct": 9.73565996342729, "distance_from_ma50_pct": 12.066214098467643, "volatility_20d_pct": 110.0219728259903, "market_cap_usd": null, "avg_daily_volume_usd": null, "days_to_next_earnings": null, "earnings_confirmed": null, "news_sentiment_score": null, "news_headlines_last_3": [], "data_quality_note": "snapshot_ok_prices_technicals_only"}, {"symbol": "LAD_CFD.US", "name": "", "sector": "", "last_price": 336.54, "change_1d_pct": 2.291793313069923, "distance_from_ma200_pct": 4.930704858774293, "distance_from_ma50_pct": 0.9131782043847236, "volatility_20d_pct": 58.57386000925162, "market_cap_usd": null, "avg_daily_volume_usd": null, "days_to_next_earnings": null, "earnings_confirmed": null, "news_sentiment_score": null, "news_headlines_last_3": [], "data_quality_note": "snapshot_ok_prices_technicals_only"}, {"symbol": "BOY_CFD.UK", "name": "", "sector": "", "last_price": 759.0, "change_1d_pct": 21.927710843373504, "distance_from_ma200_pct": 26.070718696943686, "distance_from_ma50_pct": 16.477642431132388, "volatility_20d_pct": 101.78150509898363, "market_cap_usd": null, "avg_daily_volume_usd": null, "days_to_next_earnings": null, "earnings_confirmed": null, "news_sentiment_score": null, "news_headlines_last_3": [], "data_quality_note": "snapshot_ok_prices_technicals_only"}, {"symbol": "GLPG_CFD.NL", "name": "", "sector": "", "last_price": 28.14, "change_1d_pct": -0.7757404795486589, "distance_from_ma200_pct": 4.243630775283291, "distance_from_ma50_pct": 0.7129359216629494, "volatility_20d_pct": 77.02536911739296, "market_cap_usd": null, "avg_daily_volume_usd": null, "days_to_next_earnings": null, "earnings_confirmed": null, "news_sentiment_score": null, "news_headlines_last_3": [], "data_quality_note": "snapshot_ok_prices_technicals_only"}, {"symbol": "GFT_CFD.DE", "name": "", "sector": "", "last_price": 18.96, "change_1d_pct": -1.3373575480043587, "distance_from_ma200_pct": -4.668047706200595, "distance_from_ma50_pct": -2.4607064808069623, "volatility_20d_pct": 64.1358414550162, "market_cap_usd": null, "avg_daily_volume_usd": null, "days_to_next_earnings": null, "earnings_confirmed": null, "news_sentiment_score": null, "news_headlines_last_3": [], "data_quality_note": "snapshot_ok_prices_technicals_only"}, {"symbol": "FAST_CFD.US", "name": "", "sector": "", "last_price": 47.18, "change_1d_pct": 1.7029532226773059, "distance_from_ma200_pct": 7.899683939459079, "distance_from_ma50_pct": 10.777697946456666, "volatility_20d_pct": 58.36547691535282, "market_cap_usd": null, "avg_daily_volume_usd": null, "days_to_next_earnings": null, "earnings_confirmed": null, "news_sentiment_score": null, "news_headlines_last_3": [], "data_quality_note": "snapshot_ok_prices_technicals_only"}, {"symbol": "LAND_CFD.UK", "name": "", "sector": "", "last_price": 656.5, "change_1d_pct": 9.599332220367284, "distance_from_ma200_pct": 10.893575022206159, "distance_from_ma50_pct": 5.268727891963665, "volatility_20d_pct": 67.84943580280434, "market_cap_usd": null, "avg_daily_volume_usd": null, "days_to_next_earnings": null, "earnings_confirmed": null, "news_sentiment_score": null, "news_headlines_last_3": [], "data_quality_note": "snapshot_ok_prices_technicals_only"}, {"symbol": "GEN_CFD.UK", "name": "", "sector": "", "last_price": 363.0, "change_1d_pct": 11.349693251533743, "distance_from_ma200_pct": -0.8072323824217409, "distance_from_ma50_pct": 5.082033461824809, "volatility_20d_pct": 111.85373896752925, "market_cap_usd": null, "avg_daily_volume_usd": null, "days_to_next_earnings": null, "earnings_confirmed": null, "news_sentiment_score": null, "news_headlines_last_3": [], "data_quality_note": "snapshot_ok_prices_technicals_only"}, {"symbol": "BATS_CFD.UK", "name": "", "sector": "", "last_price": 4517.0, "change_1d_pct": -0.9647007235255467, "distance_from_ma200_pct": 14.841537301819052, "distance_from_ma50_pct": 5.258472817704307, "volatility_20d_pct": 41.94183879296525, "market_cap_usd": null, "avg_daily_volume_usd": null, "days_to_next_earnings": null, "earnings_confirmed": null, "news_sentiment_score": null, "news_headlines_last_3": [], "data_quality_note": "snapshot_ok_prices_technicals_only"}, {"symbol": "DOCS_CFD.UK", "name": "", "sector": "", "last_price": 68.35, "change_1d_pct": -8.805870580386932, "distance_from_ma200_pct": -8.608516188727766, "distance_from_ma50_pct": -14.353737234509135, "volatility_20d_pct": 116.53374073151934, "market_cap_usd": null, "avg_daily_volume_usd": null, "days_to_next_earnings": null, "earnings_confirmed": null, "news_sentiment_score": null, "news_headlines_last_3": [], "data_quality_note": "snapshot_ok_prices_technicals_only"}, {"symbol": "MAN_CFD.US", "name": "", "sector": "", "last_price": 34.93, "change_1d_pct": 0.0, "distance_from_ma200_pct": -5.399897356315753, "distance_from_ma50_pct": 14.207057100258957, "volatility_20d_pct": 98.3451732511559, "market_cap_usd": null, "avg_daily_volume_usd": null, "days_to_next_earnings": null, "earnings_confirmed": null, "news_sentiment_score": null, "news_headlines_last_3": [], "data_quality_note": "snapshot_ok_prices_technicals_only"}], "output_schema": {"selected_stocks": [{"symbol": "string", "mean_reversion_score": "integer 0-100", "selection_reason": "short, concrete, indicator-based"}], "rejected_common_reasons": ["string"]}}Output JSON
{
"selected_stocks": [
{
"symbol": "IRBT_CFD.US",
"selection_reason": "Extreme 1d drop (-45.5%) and deep oversold vs MA50 (-82.8%).",
"mean_reversion_score": 98
},
{
"symbol": "JBLU_CFD.US",
"selection_reason": "Strong 1d rally (+10.7%) and overbought vs MA50 (+23.3%).",
"mean_reversion_score": 92
},
{
"symbol": "COLM_CFD.US",
"selection_reason": "Significant 1d gain (+8.8%) and overbought vs MA50 (+12.0%).",
"mean_reversion_score": 88
},
{
"symbol": "IRM_CFD.US",
"selection_reason": "Strong 1d gain (+8.6%) and overbought vs MA50 (+10.4%).",
"mean_reversion_score": 85
},
{
"symbol": "G_CFD.US",
"selection_reason": "Oversold condition vs MA50 (-12.9%) with recent volatility.",
"mean_reversion_score": 78
}
],
"rejected_common_reasons": [
"Excluded non-US region symbols based on task constraints.",
"Filtered US symbols with insufficient mean reversion signals (low MA distance or 1d change)."
]
}#119 • openrouter • z-ai/glm-4.7 • 2026-02-09T17:42:04.128598+00:00
System prompt
You are an Arena portfolio manager. You must follow the strategy rules strictly and output ONLY valid JSON. You are NOT allowed to invent prices/fundamentals/news/earnings. If a field is null/empty, treat it as unknown. Avoid overtrading: if changes are marginal, prefer HOLD. Do not churn.
User prompt
{"task": "stage2_portfolio_management", "region": "US", "strategy": {"key": "meanrev-v1", "name": "Two-Stage LLM Mean-Reversion (Arena v1)", "rules": {"max_positions": 10, "max_buys_per_run": 2, "avoid_overtrading": true, "max_sells_per_run": 2, "max_gross_leverage": 3.0, "fixed_position_size": 3000.0, "universe_symbols_eu": [], "universe_symbols_us": []}}, "portfolio_constraints": {"initial_equity": 10000.0, "max_positions": 10, "fixed_position_size": 3000.0, "max_gross_leverage": 3.0, "overtrading_rules": ["Max 2 SELL actions per run unless risk event forces more", "Max 2 BUY actions per run", "If no clear improvement vs current holdings, output HOLD for everything"]}, "current_portfolio": [], "candidates": [{"symbol": "IRBT_CFD.US", "mean_reversion_score": 98, "selection_reason": "Extreme 1d drop (-45.5%) and deep oversold vs MA50 (-82.8%)."}, {"symbol": "JBLU_CFD.US", "mean_reversion_score": 92, "selection_reason": "Strong 1d rally (+10.7%) and overbought vs MA50 (+23.3%)."}, {"symbol": "COLM_CFD.US", "mean_reversion_score": 88, "selection_reason": "Significant 1d gain (+8.8%) and overbought vs MA50 (+12.0%)."}, {"symbol": "IRM_CFD.US", "mean_reversion_score": 85, "selection_reason": "Strong 1d gain (+8.6%) and overbought vs MA50 (+10.4%)."}, {"symbol": "G_CFD.US", "mean_reversion_score": 78, "selection_reason": "Oversold condition vs MA50 (-12.9%) with recent volatility."}], "output_schema": {"actions": {"sell": [{"symbol": "string", "reason": "string"}], "hold": [{"symbol": "string", "reason": "string"}], "buy": [{"symbol": "string", "position_size": "number (currency amount)", "reason": "string"}]}, "portfolio_rationale": "string"}}Output JSON
{
"actions": {
"buy": [
{
"reason": "Strongest mean reversion buy signal (Score 98) due to extreme 1d drop (-45.5%) and deep oversold level (-82.8% vs MA50).",
"symbol": "IRBT_CFD.US",
"position_size": 3000
},
{
"reason": "Mean reversion buy signal (Score 78) due to oversold condition (-12.9% vs MA50).",
"symbol": "G_CFD.US",
"position_size": 3000
}
],
"hold": [],
"sell": [
{
"reason": "Strong mean reversion sell signal (Score 92) due to extreme overbought condition (+23.3% vs MA50) following a 1d rally of +10.7%.",
"symbol": "JBLU_CFD.US"
},
{
"reason": "Mean reversion sell signal (Score 88) due to overbought condition (+12.0% vs MA50) following a 1d gain of +8.8%.",
"symbol": "COLM_CFD.US"
}
]
},
"portfolio_rationale": "Initiating a 2 Long / 2 Short portfolio based on the mean-reversion strategy. Selected the top 2 oversold candidates (IRBT, G) for long positions and the top 2 overbought candidates (JBLU, COLM) for short positions. Total gross exposure is $12,000 (1.2x leverage), adhering to the 3.0x limit and fixed position size of $3,000."
}Selection logs
#59 • stage1 • 2026-02-09T17:42:04.123425+00:00
{
"selected_stocks": [
{
"symbol": "IRBT_CFD.US",
"selection_reason": "Extreme 1d drop (-45.5%) and deep oversold vs MA50 (-82.8%).",
"mean_reversion_score": 98
},
{
"symbol": "JBLU_CFD.US",
"selection_reason": "Strong 1d rally (+10.7%) and overbought vs MA50 (+23.3%).",
"mean_reversion_score": 92
},
{
"symbol": "COLM_CFD.US",
"selection_reason": "Significant 1d gain (+8.8%) and overbought vs MA50 (+12.0%).",
"mean_reversion_score": 88
},
{
"symbol": "IRM_CFD.US",
"selection_reason": "Strong 1d gain (+8.6%) and overbought vs MA50 (+10.4%).",
"mean_reversion_score": 85
},
{
"symbol": "G_CFD.US",
"selection_reason": "Oversold condition vs MA50 (-12.9%) with recent volatility.",
"mean_reversion_score": 78
}
],
"rejected_common_reasons": [
"Excluded non-US region symbols based on task constraints.",
"Filtered US symbols with insufficient mean reversion signals (low MA distance or 1d change)."
]
}