Arena run #158
meanrev-v1 • x-ai • x-ai/grok-4.1-fast • EU • success
Run status
as_of: 2026-02-18T09:36:37.284518+00:00
started_at: 2026-02-18T09:42:02.032079+00:00
finished_at: 2026-02-18T09:42:38.121863+00:00
duration_ms: 36088
Inputs
{
"dry_run": false,
"selected": [
{
"symbol": "TRST_CFD.UK",
"selection_reason": "-37.8% 1d drop, -24.6% below MA50, 213% vol",
"mean_reversion_score": 98
},
{
"symbol": "FUTR_CFD.UK",
"selection_reason": "-13.7% 1d drop, -25.1% below MA50, 146% vol",
"mean_reversion_score": 95
},
{
"symbol": "THG_CFD.UK",
"selection_reason": "-20.1% 1d drop, -18.3% below MA50, 150% vol",
"mean_reversion_score": 93
},
{
"symbol": "TRN_CFD.UK",
"selection_reason": "-20.0% 1d drop, -16.9% below MA50, 127% vol",
"mean_reversion_score": 91
},
{
"symbol": "RMV_CFD.UK",
"selection_reason": "-14.8% 1d drop, -17.5% below MA50, 138% vol",
"mean_reversion_score": 89
}
],
"universe_symbols": [
"ADJ_CFD.DE",
"BAYN_CFD.DE",
"FUTR_CFD.UK",
"BNR_CFD.DE",
"LXS_CFD.DE",
"WPP_CFD.UK",
"LIO_CFD.UK",
"CABO_CFD.US",
"ATG_CFD.UK",
"MAT_CFD.US",
"BYIT_CFD.UK",
"WKP_CFD.UK",
"DHER_CFD.DE",
"PUM_CFD.DE",
"OCDO_CFD.UK",
"BAS_CFD.DE",
"FTK_CFD.DE",
"TREE_CFD.US",
"HFG_CFD.DE",
"PNN_CFD.UK",
"HMSO_CFD.UK",
"AHT_CFD.UK",
"MSLH_CFD.UK",
"PAGE_CFD.UK",
"IHG_CFD.UK",
"TRN_CFD.UK",
"AAD_CFD.DE",
"HHFA_CFD.DE",
"RMV_CFD.UK",
"GLW_CFD.US",
"LDOS_CFD.US",
"TTEK_CFD.US",
"SGL_CFD.DE",
"AGFB_CFD.BE",
"RAA_CFD.DE",
"ASY_CFD.FR",
"NA9_CFD.DE",
"IPO_CFD.UK",
"GXI_CFD.DE",
"FPE3_CFD.DE",
"TRST_CFD.UK",
"TER_CFD.US",
"BFAM_CFD.US",
"GRI_CFD.UK",
"CCL_CFD.UK",
"BCPC_CFD.US",
"BOSS_CFD.DE",
"THG_CFD.UK",
"FLEX_CFD.US",
"DOM_CFD.UK"
]
}Outputs
{
"actions": {
"buy": [
{
"reason": "Top score 98: -37.8% 1d drop, -24.6% below MA50, 213% vol - strong mean reversion buy signal",
"symbol": "TRST_CFD.UK",
"position_size": 3000
},
{
"reason": "High score 95: -13.7% 1d drop, -25.1% below MA50, 146% vol - clear oversold opportunity",
"symbol": "FUTR_CFD.UK",
"position_size": 3000
}
],
"hold": [
{
"reason": "Profitable position (+88.90 PnL), no overbought signal, hold for mean reversion continuation",
"symbol": "EXPO_CFD.US"
},
{
"reason": "Strong profit (+108.58 PnL), stable winner, avoid overtrading by holding",
"symbol": "FBIN_CFD.US"
},
{
"reason": "Modest profit (+33.53 PnL), within strategy tolerance, hold",
"symbol": "ICG_CFD.UK"
},
{
"reason": "Flat PnL (0), high mean reversion score (91) indicates potential, already positioned, hold",
"symbol": "TRN_CFD.UK"
}
],
"sell": []
},
"portfolio_rationale": "Hold all current positions as they are profitable or flat with no sell signals; add top 2 mean reversion candidates (TRST, FUTR) for oversold setups. Exposure remains under 3x leverage (~18k on 10k equity), max 2 buys respected, avoids overtrading."
}Prompts & responses
#303 • openrouter • x-ai/grok-4.1-fast • 2026-02-18T09:42:02.092276+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": "EU", "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": "ADJ_CFD.DE", "name": "ADLER GROUP SA", "sector": "", "last_price": 0.2, "change_1d_pct": 6.951871657754016, "distance_from_ma200_pct": -5.955375825829345, "distance_from_ma50_pct": 2.7854866892794705, "volatility_20d_pct": 298.77615282737304, "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": "BAYN_CFD.DE", "name": "BAYER AG-REG", "sector": "", "last_price": 49.637, "change_1d_pct": 9.044376098418262, "distance_from_ma200_pct": 61.93918561590361, "distance_from_ma50_pct": 21.232030246337665, "volatility_20d_pct": 53.99060764203541, "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": "FUTR_CFD.UK", "name": "FUTURE PLC", "sector": "", "last_price": 422.0, "change_1d_pct": -13.70143149284253, "distance_from_ma200_pct": -38.122509366851766, "distance_from_ma50_pct": -25.139370269544393, "volatility_20d_pct": 146.49494054552733, "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": "BNR_CFD.DE", "name": "BRENNTAG SE", "sector": "", "last_price": 57.68, "change_1d_pct": 0.7686932215233977, "distance_from_ma200_pct": 8.307035047033672, "distance_from_ma50_pct": 12.27447293480568, "volatility_20d_pct": 58.63952245969202, "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": "LXS_CFD.DE", "name": "", "sector": "", "last_price": 20.34, "change_1d_pct": -2.3054755043227737, "distance_from_ma200_pct": -7.594450487957172, "distance_from_ma50_pct": 12.291317021464554, "volatility_20d_pct": 92.8118122160682, "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": "WPP_CFD.UK", "name": "WPP PLC", "sector": "", "last_price": 272.0, "change_1d_pct": -10.231023102310232, "distance_from_ma200_pct": -32.943328113842504, "distance_from_ma50_pct": -12.38287652170328, "volatility_20d_pct": 136.48646172830206, "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": "LIO_CFD.UK", "name": "LIONTRUST ASSET MANAGEMENT", "sector": "", "last_price": 259.0, "change_1d_pct": 0.19342359767891004, "distance_from_ma200_pct": -20.670350849922237, "distance_from_ma50_pct": -0.35817197640911624, "volatility_20d_pct": 128.03912578370827, "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": "CABO_CFD.US", "name": "Cable One Inc", "sector": "", "last_price": 107.51, "change_1d_pct": -4.545858119506341, "distance_from_ma200_pct": -21.598626681553036, "distance_from_ma50_pct": 1.6297052540033663, "volatility_20d_pct": 128.50597545038758, "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": "ATG_CFD.UK", "name": "AUCTION TECHNOLOGY GROUP", "sector": "", "last_price": 305.0, "change_1d_pct": 4.2735042735042805, "distance_from_ma200_pct": -30.344980756373573, "distance_from_ma50_pct": -1.1704016694101371, "volatility_20d_pct": 159.9931345477538, "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": "MAT_CFD.US", "name": "", "sector": "", "last_price": 17.29, "change_1d_pct": 6.728395061728398, "distance_from_ma200_pct": -9.237177585939904, "distance_from_ma50_pct": -15.311520376175558, "volatility_20d_pct": 181.34348511232562, "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": "BYIT_CFD.UK", "name": "BYTES TECHNOLOGY GROUP PLC", "sector": "", "last_price": 300.4, "change_1d_pct": -12.674418604651173, "distance_from_ma200_pct": -28.03446775272175, "distance_from_ma50_pct": -14.34777426817815, "volatility_20d_pct": 87.82535981934274, "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": "WKP_CFD.UK", "name": "WORKSPACE GROUP PLC", "sector": "", "last_price": 423.0, "change_1d_pct": 3.6764705882353033, "distance_from_ma200_pct": 1.8640028868691871, "distance_from_ma50_pct": 5.808194506978848, "volatility_20d_pct": 70.2233148398582, "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": "DELIVERY HERO SE", "sector": "", "last_price": 20.778, "change_1d_pct": 4.025232802643419, "distance_from_ma200_pct": -11.028363616432824, "distance_from_ma50_pct": -9.573037463344836, "volatility_20d_pct": 120.72903733861568, "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": "PUM_CFD.DE", "name": "", "sector": "", "last_price": 23.61, "change_1d_pct": 2.965547317924111, "distance_from_ma200_pct": 12.00067551445121, "distance_from_ma50_pct": 5.826129596444307, "volatility_20d_pct": 109.40924417684667, "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": "OCDO_CFD.UK", "name": "OCADO GROUP PLC", "sector": "", "last_price": 221.9, "change_1d_pct": -21.312056737588648, "distance_from_ma200_pct": -14.06664037160078, "distance_from_ma50_pct": -3.1767959417158487, "volatility_20d_pct": 240.9598068877464, "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": "BAS_CFD.DE", "name": "BASF SE", "sector": "", "last_price": 50.838, "change_1d_pct": 0.390995260663507, "distance_from_ma200_pct": 15.215281900437994, "distance_from_ma50_pct": 10.57041703042807, "volatility_20d_pct": 51.4553906746837, "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": "FTK_CFD.DE", "name": "", "sector": "", "last_price": 33.278, "change_1d_pct": -4.263521288837746, "distance_from_ma200_pct": 10.871637377315047, "distance_from_ma50_pct": -9.920737395047851, "volatility_20d_pct": 87.11061082207468, "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": "TREE_CFD.US", "name": "", "sector": "", "last_price": 39.35, "change_1d_pct": -8.679508006498027, "distance_from_ma200_pct": -25.01948350142815, "distance_from_ma50_pct": -27.563177426955697, "volatility_20d_pct": 152.47471741995676, "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": 5.033, "change_1d_pct": -1.5068493150684925, "distance_from_ma200_pct": -32.91913710526018, "distance_from_ma50_pct": -11.644710971293726, "volatility_20d_pct": 124.36499030028038, "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": "PNN_CFD.UK", "name": "PENNON GROUP PLC", "sector": "", "last_price": 555.5, "change_1d_pct": 7.728110152235046, "distance_from_ma200_pct": 15.15330418465657, "distance_from_ma50_pct": 10.049118953291236, "volatility_20d_pct": 59.72600720990832, "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": 355.4, "change_1d_pct": 14.129736673089276, "distance_from_ma200_pct": 22.516025502913806, "distance_from_ma50_pct": 10.006914897239172, "volatility_20d_pct": 87.54938293511039, "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": "AHT_CFD.UK", "name": "ASHTEAD GROUP PLC", "sector": "", "last_price": 5198.0, "change_1d_pct": 2.3228346456692917, "distance_from_ma200_pct": 7.779696268812253, "distance_from_ma50_pct": 3.672375508284831, "volatility_20d_pct": 97.25825889483464, "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": "MSLH_CFD.UK", "name": "", "sector": "", "last_price": 182.32, "change_1d_pct": 0.8407079646017612, "distance_from_ma200_pct": -17.111863069088763, "distance_from_ma50_pct": 6.139091576985178, "volatility_20d_pct": 102.4204512350097, "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": "PAGE_CFD.UK", "name": "", "sector": "", "last_price": 209.6, "change_1d_pct": -10.960067969413767, "distance_from_ma200_pct": -19.313052268665963, "distance_from_ma50_pct": -8.41066281665177, "volatility_20d_pct": 112.6882126676479, "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": "IHG_CFD.UK", "name": "", "sector": "", "last_price": 144.25, "change_1d_pct": 1.1216263582194186, "distance_from_ma200_pct": -98.11701487032192, "distance_from_ma50_pct": -96.80246670021214, "volatility_20d_pct": 600.119439684226, "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": "TRN_CFD.UK", "name": "TRAINLINE PLC", "sector": "", "last_price": 199.8, "change_1d_pct": -20.016012810248196, "distance_from_ma200_pct": -25.35041032988915, "distance_from_ma50_pct": -16.85476299862173, "volatility_20d_pct": 127.36929363239284, "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": "AAD_CFD.DE", "name": "AMADEUS FIRE AG", "sector": "", "last_price": 33.233, "change_1d_pct": -3.9508670520231326, "distance_from_ma200_pct": -42.351909561555004, "distance_from_ma50_pct": -17.200054812950803, "volatility_20d_pct": 57.34841695059528, "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": "HHFA_CFD.DE", "name": "", "sector": "", "last_price": 23.2, "change_1d_pct": 1.754385964912264, "distance_from_ma200_pct": 12.775906011004402, "distance_from_ma50_pct": 4.208496046814769, "volatility_20d_pct": 75.99748253783302, "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": "RMV_CFD.UK", "name": "", "sector": "", "last_price": 431.4, "change_1d_pct": -14.810426540284361, "distance_from_ma200_pct": -37.284210035093366, "distance_from_ma50_pct": -17.526388114623416, "volatility_20d_pct": 137.79982108268825, "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": "GLW_CFD.US", "name": "", "sector": "", "last_price": 132.55, "change_1d_pct": 0.6836308393467494, "distance_from_ma200_pct": 77.49312222520537, "distance_from_ma50_pct": 34.840124677523065, "volatility_20d_pct": 127.7304649757927, "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": "LDOS_CFD.US", "name": "", "sector": "", "last_price": 164.73, "change_1d_pct": -10.263114888053604, "distance_from_ma200_pct": -6.771581886419575, "distance_from_ma50_pct": -12.270517610869447, "volatility_20d_pct": 67.10358169719632, "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": "TTEK_CFD.US", "name": "", "sector": "", "last_price": 36.08, "change_1d_pct": -14.421252371916504, "distance_from_ma200_pct": 1.9327097206173427, "distance_from_ma50_pct": -0.2504796713352908, "volatility_20d_pct": 80.52865134631814, "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": "SGL_CFD.DE", "name": "", "sector": "", "last_price": 4.44, "change_1d_pct": -2.631578947368418, "distance_from_ma200_pct": 29.465691591728206, "distance_from_ma50_pct": 21.9988019937462, "volatility_20d_pct": 68.95035726072665, "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": "AGFB_CFD.BE", "name": "Agfa-Gevaert", "sector": "", "last_price": 0.508, "change_1d_pct": 5.613305613305619, "distance_from_ma200_pct": -38.91697879529371, "distance_from_ma50_pct": 2.663594842569017, "volatility_20d_pct": 108.04930999009098, "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": "RAA_CFD.DE", "name": "", "sector": "", "last_price": 741.655, "change_1d_pct": -0.9806408544726364, "distance_from_ma200_pct": 9.452363554100662, "distance_from_ma50_pct": 9.801418666515072, "volatility_20d_pct": 72.52356429710602, "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": "ASY_CFD.FR", "name": "Assystem SA", "sector": "", "last_price": 44.9, "change_1d_pct": 2.0454545454545503, "distance_from_ma200_pct": 3.1294387002291257, "distance_from_ma50_pct": 0.45565252098940245, "volatility_20d_pct": 66.92772549537254, "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": "NA9_CFD.DE", "name": "", "sector": "", "last_price": 58.45, "change_1d_pct": -2.432103093127669, "distance_from_ma200_pct": -2.1090434914697975, "distance_from_ma50_pct": -17.075943113955105, "volatility_20d_pct": 86.29050844040258, "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": "IPO_CFD.UK", "name": "", "sector": "", "last_price": 58.6, "change_1d_pct": 0.5145797598627766, "distance_from_ma200_pct": 12.529572618060026, "distance_from_ma50_pct": -0.45525582659509123, "volatility_20d_pct": 90.16825025482643, "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": "GXI_CFD.DE", "name": "", "sector": "", "last_price": 21.24, "change_1d_pct": 10.274648252946372, "distance_from_ma200_pct": -43.677262227025984, "distance_from_ma50_pct": -17.569367472965546, "volatility_20d_pct": 208.2327389098102, "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": "FPE3_CFD.DE", "name": "", "sector": "", "last_price": 37.307, "change_1d_pct": 0.34158149542764527, "distance_from_ma200_pct": -9.03604837008799, "distance_from_ma50_pct": -2.05519480008044, "volatility_20d_pct": 35.612338498434745, "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": "TRST_CFD.UK", "name": "TRUSTPILOT AS", "sector": "", "last_price": 136.36, "change_1d_pct": -37.848678213309014, "distance_from_ma200_pct": -36.800807370149315, "distance_from_ma50_pct": -24.62483776319949, "volatility_20d_pct": 213.49310525124298, "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": "TER_CFD.US", "name": "", "sector": "", "last_price": 310.04, "change_1d_pct": -3.0640320160079892, "distance_from_ma200_pct": 112.42272835494687, "distance_from_ma50_pct": 34.06416261355068, "volatility_20d_pct": 116.57004161394451, "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": "BFAM_CFD.US", "name": "Bright Horizons Family Solutions Inc", "sector": "", "last_price": 69.02, "change_1d_pct": -14.674248980096438, "distance_from_ma200_pct": -36.75340241403705, "distance_from_ma50_pct": -27.77040574990267, "volatility_20d_pct": 131.01677442530624, "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": "GRI_CFD.UK", "name": "", "sector": "", "last_price": 192.4, "change_1d_pct": 0.08322929671245038, "distance_from_ma200_pct": -4.9312468607917275, "distance_from_ma50_pct": 0.9128310349964197, "volatility_20d_pct": 71.43116862190418, "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": "CARNIVAL PLC", "sector": "", "last_price": 2419.0, "change_1d_pct": 3.1556503198294283, "distance_from_ma200_pct": 29.618391987129257, "distance_from_ma50_pct": 17.778633621783047, "volatility_20d_pct": 140.95176391789954, "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": "BCPC_CFD.US", "name": "Balchem Corporation", "sector": "", "last_price": 182.18, "change_1d_pct": 3.481965350752625, "distance_from_ma200_pct": 14.703744430638332, "distance_from_ma50_pct": 11.917513512052436, "volatility_20d_pct": 41.819877123461296, "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": "BOSS_CFD.DE", "name": "Hugo Boss AG", "sector": "", "last_price": 37.01, "change_1d_pct": 0.732152091668703, "distance_from_ma200_pct": -5.490175549253773, "distance_from_ma50_pct": 3.61200230684382, "volatility_20d_pct": 35.60794350998581, "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": "THG_CFD.UK", "name": "", "sector": "", "last_price": 35.48, "change_1d_pct": -20.090090090090097, "distance_from_ma200_pct": 4.031971945380275, "distance_from_ma50_pct": -18.256005234564732, "volatility_20d_pct": 150.3458448856807, "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": "FLEX_CFD.US", "name": "", "sector": "", "last_price": 65.22, "change_1d_pct": 0.5550416281220993, "distance_from_ma200_pct": 17.70555383603338, "distance_from_ma50_pct": 1.6305770597255131, "volatility_20d_pct": 111.33213337615535, "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": "DOM_CFD.UK", "name": "DOMINO'S PIZZA GROUP PLC", "sector": "", "last_price": 202.0, "change_1d_pct": 8.58463688652369, "distance_from_ma200_pct": -7.069225606016771, "distance_from_ma50_pct": 12.253653245130858, "volatility_20d_pct": 71.7523831897994, "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": "TRST_CFD.UK",
"selection_reason": "-37.8% 1d drop, -24.6% below MA50, 213% vol",
"mean_reversion_score": 98
},
{
"symbol": "FUTR_CFD.UK",
"selection_reason": "-13.7% 1d drop, -25.1% below MA50, 146% vol",
"mean_reversion_score": 95
},
{
"symbol": "THG_CFD.UK",
"selection_reason": "-20.1% 1d drop, -18.3% below MA50, 150% vol",
"mean_reversion_score": 93
},
{
"symbol": "TRN_CFD.UK",
"selection_reason": "-20.0% 1d drop, -16.9% below MA50, 127% vol",
"mean_reversion_score": 91
},
{
"symbol": "RMV_CFD.UK",
"selection_reason": "-14.8% 1d drop, -17.5% below MA50, 138% vol",
"mean_reversion_score": 89
}
],
"rejected_common_reasons": [
"Positive 1d change",
"Distance from MA50 > -10%",
"Low volatility <80%",
"Above MA50 and MA200"
]
}#304 • openrouter • x-ai/grok-4.1-fast • 2026-02-18T09:42:18.136064+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": "EU", "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": [{"symbol": "EXPO_CFD.US", "qty": 44.90009728354411, "avg_price": 66.815, "last_price": 68.795, "unrealized_pnl": 88.90219262141753, "opened_at": "2026-02-16T17:30:52.485845+00:00"}, {"symbol": "FBIN_CFD.US", "qty": 58.85237861696911, "avg_price": 50.974999999999994, "last_price": 52.82, "unrealized_pnl": 108.58263854830837, "opened_at": "2026-02-16T17:30:52.485845+00:00"}, {"symbol": "ICG_CFD.UK", "qty": 1.7647058823529411, "avg_price": 1700.0, "last_price": 1719.0, "unrealized_pnl": 33.529411764705884, "opened_at": "2026-02-16T09:30:55.514112+00:00"}, {"symbol": "TRN_CFD.UK", "qty": 15.290519877675841, "avg_price": 196.2, "last_price": 196.2, "unrealized_pnl": 0.0, "opened_at": "2026-02-16T09:30:55.514112+00:00"}], "candidates": [{"symbol": "TRST_CFD.UK", "mean_reversion_score": 98, "selection_reason": "-37.8% 1d drop, -24.6% below MA50, 213% vol"}, {"symbol": "FUTR_CFD.UK", "mean_reversion_score": 95, "selection_reason": "-13.7% 1d drop, -25.1% below MA50, 146% vol"}, {"symbol": "THG_CFD.UK", "mean_reversion_score": 93, "selection_reason": "-20.1% 1d drop, -18.3% below MA50, 150% vol"}, {"symbol": "TRN_CFD.UK", "mean_reversion_score": 91, "selection_reason": "-20.0% 1d drop, -16.9% below MA50, 127% vol"}, {"symbol": "RMV_CFD.UK", "mean_reversion_score": 89, "selection_reason": "-14.8% 1d drop, -17.5% below MA50, 138% vol"}], "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": "Top score 98: -37.8% 1d drop, -24.6% below MA50, 213% vol - strong mean reversion buy signal",
"symbol": "TRST_CFD.UK",
"position_size": 3000
},
{
"reason": "High score 95: -13.7% 1d drop, -25.1% below MA50, 146% vol - clear oversold opportunity",
"symbol": "FUTR_CFD.UK",
"position_size": 3000
}
],
"hold": [
{
"reason": "Profitable position (+88.90 PnL), no overbought signal, hold for mean reversion continuation",
"symbol": "EXPO_CFD.US"
},
{
"reason": "Strong profit (+108.58 PnL), stable winner, avoid overtrading by holding",
"symbol": "FBIN_CFD.US"
},
{
"reason": "Modest profit (+33.53 PnL), within strategy tolerance, hold",
"symbol": "ICG_CFD.UK"
},
{
"reason": "Flat PnL (0), high mean reversion score (91) indicates potential, already positioned, hold",
"symbol": "TRN_CFD.UK"
}
],
"sell": []
},
"portfolio_rationale": "Hold all current positions as they are profitable or flat with no sell signals; add top 2 mean reversion candidates (TRST, FUTR) for oversold setups. Exposure remains under 3x leverage (~18k on 10k equity), max 2 buys respected, avoids overtrading."
}Selection logs
#150 • stage1 • 2026-02-18T09:42:18.131313+00:00
{
"selected_stocks": [
{
"symbol": "TRST_CFD.UK",
"selection_reason": "-37.8% 1d drop, -24.6% below MA50, 213% vol",
"mean_reversion_score": 98
},
{
"symbol": "FUTR_CFD.UK",
"selection_reason": "-13.7% 1d drop, -25.1% below MA50, 146% vol",
"mean_reversion_score": 95
},
{
"symbol": "THG_CFD.UK",
"selection_reason": "-20.1% 1d drop, -18.3% below MA50, 150% vol",
"mean_reversion_score": 93
},
{
"symbol": "TRN_CFD.UK",
"selection_reason": "-20.0% 1d drop, -16.9% below MA50, 127% vol",
"mean_reversion_score": 91
},
{
"symbol": "RMV_CFD.UK",
"selection_reason": "-14.8% 1d drop, -17.5% below MA50, 138% vol",
"mean_reversion_score": 89
}
],
"rejected_common_reasons": [
"Positive 1d change",
"Distance from MA50 > -10%",
"Low volatility <80%",
"Above MA50 and MA200"
]
}