Arena run #340
meanrev-v1 • google • google/gemini-3-pro-preview • US • success
Run status
as_of: 2026-02-27T18:23:55.960577+00:00
started_at: 2026-02-27T19:26:53.335020+00:00
finished_at: 2026-02-27T19:28:03.281268+00:00
duration_ms: 69945
Inputs
{
"dry_run": false,
"selected": [
{
"symbol": "CABO_CFD.US",
"selection_reason": "Deeply oversold condition (-11.5% vs MA50) suggests high probability of mean reversion.",
"mean_reversion_score": 92
},
{
"symbol": "ATE_CFD.FR",
"selection_reason": "Extreme deviation from medium-term trend (-16% vs MA50) offers attractive risk/reward.",
"mean_reversion_score": 88
},
{
"symbol": "BYIT_CFD.UK",
"selection_reason": "Remains oversold (-8.5% vs MA50) despite recent positive momentum (+5.5%), indicating a potential turn.",
"mean_reversion_score": 85
},
{
"symbol": "AXP_CFD.US",
"selection_reason": "Liquid large-cap trading significantly below mean (-7% vs MA50), suitable for standard reversion.",
"mean_reversion_score": 82
},
{
"symbol": "UTG_CFD.UK",
"selection_reason": "Historically oversold (-24% vs MA200) with moderate short-term deviation.",
"mean_reversion_score": 78
}
],
"universe_symbols": [
"UTG_CFD.UK",
"WPP_CFD.UK",
"WIZZ_CFD.UK",
"DLN_CFD.UK",
"AXP_CFD.US",
"CRDA_CFD.UK",
"BIG_CFD.FR",
"BTRW_CFD.UK",
"ARE_CFD.US",
"ATG_CFD.UK",
"CABO_CFD.US",
"CCC_CFD.UK",
"BYIT_CFD.UK",
"ATE_CFD.FR",
"ATO_CFD.FR",
"HAIN_CFD.US"
]
}Outputs
{
"actions": {
"buy": [
{
"reason": "Top-ranked candidate (Score 92) showing deep oversold conditions (-11.5% vs MA50).",
"symbol": "CABO_CFD.US",
"position_size": 3000
},
{
"reason": "High mean reversion score (88) with extreme deviation from medium-term trend (-16% vs MA50).",
"symbol": "ATE_CFD.FR",
"position_size": 3000
}
],
"hold": [
{
"reason": "Position in drawdown (-4.7%), holding for mean reversion thesis to materialize.",
"symbol": "HIK_CFD.UK"
},
{
"reason": "Position profitable (+8%), holding to capture potential trend extension or clear exit signal.",
"symbol": "LIO_CFD.UK"
},
{
"reason": "Price unchanged, holding.",
"symbol": "UKW_CFD.UK"
},
{
"reason": "Price unchanged, holding.",
"symbol": "WIZZ_CFD.UK"
}
],
"sell": []
},
"portfolio_rationale": "Current portfolio utilization is low (4/10 positions) with healthy leverage (~1.2x). The strategy dictates acquiring the top 2 mean-reversion candidates (CABO and ATE) to deploy capital efficiently. Existing positions are held as no risk limits or clear profit-taking signals were triggered, adhering to the rule of avoiding overtrading."
}Prompts & responses
#667 • openrouter • google/gemini-3-pro-preview • 2026-02-27T19:26:53.352030+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": "UTG_CFD.UK", "name": "UNITE GROUP PLC/THE", "sector": "", "last_price": 567.5, "change_1d_pct": 3.4639927073837784, "distance_from_ma200_pct": -23.929923575376698, "distance_from_ma50_pct": -3.6875042216270137, "volatility_20d_pct": 73.84223442053181, "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": 287.7, "change_1d_pct": 12.120031176929057, "distance_from_ma200_pct": -26.952858950083826, "distance_from_ma50_pct": -6.1305832237048214, "volatility_20d_pct": 162.7763312146067, "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": "WIZZ_CFD.UK", "name": "WIZZ AIR HOLDINGS PLC", "sector": "", "last_price": 1403.0, "change_1d_pct": 0.8626887131560013, "distance_from_ma200_pct": 12.315696286669354, "distance_from_ma50_pct": 8.235260718145199, "volatility_20d_pct": 106.92938780570063, "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": "DLN_CFD.UK", "name": "DERWENT LONDON PLC", "sector": "", "last_price": 1953.0, "change_1d_pct": 10.401356698699837, "distance_from_ma200_pct": 5.069478604951705, "distance_from_ma50_pct": 12.150447212111025, "volatility_20d_pct": 115.39088732649292, "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": "AXP_CFD.US", "name": "American Express Company", "sector": "", "last_price": 335.32, "change_1d_pct": 2.5161270598306418, "distance_from_ma200_pct": null, "distance_from_ma50_pct": -7.064768141791767, "volatility_20d_pct": 3540.913796340142, "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": "CRDA_CFD.UK", "name": "CRODA INTERNATIONAL PLC", "sector": "", "last_price": 2971.0, "change_1d_pct": -0.4690117252931336, "distance_from_ma200_pct": null, "distance_from_ma50_pct": 6.192096534370339, "volatility_20d_pct": 4323.833452525154, "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": "BIG_CFD.FR", "name": "Bigben Interactive", "sector": "", "last_price": 0.462, "change_1d_pct": 0.0, "distance_from_ma200_pct": null, "distance_from_ma50_pct": -44.3775583915242, "volatility_20d_pct": 11777.729304686243, "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": "BTRW_CFD.UK", "name": "Barratt Redrow Plc", "sector": "", "last_price": 388.9, "change_1d_pct": -1.0432569974554773, "distance_from_ma200_pct": null, "distance_from_ma50_pct": 2.643553171947066, "volatility_20d_pct": 2256.25743018361, "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": "ARE_CFD.US", "name": "Alexandria Real Estate Equities Inc", "sector": "", "last_price": 55.12, "change_1d_pct": 1.9607843137254832, "distance_from_ma200_pct": null, "distance_from_ma50_pct": 3.921423277638092, "volatility_20d_pct": 4000.593732830161, "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": 316.5, "change_1d_pct": 3.770491803278686, "distance_from_ma200_pct": null, "distance_from_ma50_pct": 2.606496790507684, "volatility_20d_pct": 3869.8570945036245, "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": 90.92, "change_1d_pct": -3.3999150021249536, "distance_from_ma200_pct": null, "distance_from_ma50_pct": -11.544029513861853, "volatility_20d_pct": 9754.623907181822, "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": "CCC_CFD.UK", "name": "COMPUTACENTER PLC", "sector": "", "last_price": 3020.0, "change_1d_pct": 1.206434316353877, "distance_from_ma200_pct": null, "distance_from_ma50_pct": -2.0345668760055946, "volatility_20d_pct": 3440.491186199078, "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": 304.0, "change_1d_pct": 5.555555555555558, "distance_from_ma200_pct": null, "distance_from_ma50_pct": -8.46461434696728, "volatility_20d_pct": 4315.816453405245, "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": "ATE_CFD.FR", "name": "Alten SA", "sector": "", "last_price": 60.4, "change_1d_pct": 0.4991680532445919, "distance_from_ma200_pct": null, "distance_from_ma50_pct": -16.029473098846115, "volatility_20d_pct": 7943.385228633648, "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": "ATO_CFD.FR", "name": "Atos SE", "sector": "", "last_price": 38.96, "change_1d_pct": 11.298385944865007, "distance_from_ma200_pct": null, "distance_from_ma50_pct": -21.99231936696847, "volatility_20d_pct": 6922.33279237434, "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": "HAIN_CFD.US", "name": "The Hain Celestial Group Inc", "sector": "", "last_price": 0.9901, "change_1d_pct": -19.50406504065041, "distance_from_ma200_pct": null, "distance_from_ma50_pct": -13.392383848173816, "volatility_20d_pct": 10353.647035541368, "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": "CABO_CFD.US",
"selection_reason": "Deeply oversold condition (-11.5% vs MA50) suggests high probability of mean reversion.",
"mean_reversion_score": 92
},
{
"symbol": "ATE_CFD.FR",
"selection_reason": "Extreme deviation from medium-term trend (-16% vs MA50) offers attractive risk/reward.",
"mean_reversion_score": 88
},
{
"symbol": "BYIT_CFD.UK",
"selection_reason": "Remains oversold (-8.5% vs MA50) despite recent positive momentum (+5.5%), indicating a potential turn.",
"mean_reversion_score": 85
},
{
"symbol": "AXP_CFD.US",
"selection_reason": "Liquid large-cap trading significantly below mean (-7% vs MA50), suitable for standard reversion.",
"mean_reversion_score": 82
},
{
"symbol": "UTG_CFD.UK",
"selection_reason": "Historically oversold (-24% vs MA200) with moderate short-term deviation.",
"mean_reversion_score": 78
}
],
"rejected_common_reasons": [
"Excessive 1-day volatility (>10%) suggesting binary/news events (WPP, DLN, ATO)",
"Extreme downside momentum/penny stock characteristics (HAIN, BIG)",
"Insufficient deviation from moving averages for mean reversion setup"
]
}#668 • openrouter • google/gemini-3-pro-preview • 2026-02-27T19:27:31.184565+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": [{"symbol": "HIK_CFD.UK", "qty": 2.1306818181818183, "avg_price": 1408.0, "last_price": 1342.0, "unrealized_pnl": -140.625, "opened_at": "2026-02-26T10:33:24.101894+00:00"}, {"symbol": "LIO_CFD.UK", "qty": 12.0, "avg_price": 250.0, "last_price": 270.0, "unrealized_pnl": 240.0, "opened_at": "2026-02-26T10:33:24.101894+00:00"}, {"symbol": "UKW_CFD.UK", "qty": 32.48511099079589, "avg_price": 92.35, "last_price": 92.35, "unrealized_pnl": 0.0, "opened_at": "2026-02-25T17:57:28.313088+00:00"}, {"symbol": "WIZZ_CFD.UK", "qty": 2.3094688221709005, "avg_price": 1299.0, "last_price": 1299.0, "unrealized_pnl": 0.0, "opened_at": "2026-02-25T17:57:28.313088+00:00"}], "candidates": [{"symbol": "CABO_CFD.US", "mean_reversion_score": 92, "selection_reason": "Deeply oversold condition (-11.5% vs MA50) suggests high probability of mean reversion."}, {"symbol": "ATE_CFD.FR", "mean_reversion_score": 88, "selection_reason": "Extreme deviation from medium-term trend (-16% vs MA50) offers attractive risk/reward."}, {"symbol": "BYIT_CFD.UK", "mean_reversion_score": 85, "selection_reason": "Remains oversold (-8.5% vs MA50) despite recent positive momentum (+5.5%), indicating a potential turn."}, {"symbol": "AXP_CFD.US", "mean_reversion_score": 82, "selection_reason": "Liquid large-cap trading significantly below mean (-7% vs MA50), suitable for standard reversion."}, {"symbol": "UTG_CFD.UK", "mean_reversion_score": 78, "selection_reason": "Historically oversold (-24% vs MA200) with moderate short-term deviation."}], "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-ranked candidate (Score 92) showing deep oversold conditions (-11.5% vs MA50).",
"symbol": "CABO_CFD.US",
"position_size": 3000
},
{
"reason": "High mean reversion score (88) with extreme deviation from medium-term trend (-16% vs MA50).",
"symbol": "ATE_CFD.FR",
"position_size": 3000
}
],
"hold": [
{
"reason": "Position in drawdown (-4.7%), holding for mean reversion thesis to materialize.",
"symbol": "HIK_CFD.UK"
},
{
"reason": "Position profitable (+8%), holding to capture potential trend extension or clear exit signal.",
"symbol": "LIO_CFD.UK"
},
{
"reason": "Price unchanged, holding.",
"symbol": "UKW_CFD.UK"
},
{
"reason": "Price unchanged, holding.",
"symbol": "WIZZ_CFD.UK"
}
],
"sell": []
},
"portfolio_rationale": "Current portfolio utilization is low (4/10 positions) with healthy leverage (~1.2x). The strategy dictates acquiring the top 2 mean-reversion candidates (CABO and ATE) to deploy capital efficiently. Existing positions are held as no risk limits or clear profit-taking signals were triggered, adhering to the rule of avoiding overtrading."
}Selection logs
#332 • stage1 • 2026-02-27T19:27:31.180616+00:00
{
"selected_stocks": [
{
"symbol": "CABO_CFD.US",
"selection_reason": "Deeply oversold condition (-11.5% vs MA50) suggests high probability of mean reversion.",
"mean_reversion_score": 92
},
{
"symbol": "ATE_CFD.FR",
"selection_reason": "Extreme deviation from medium-term trend (-16% vs MA50) offers attractive risk/reward.",
"mean_reversion_score": 88
},
{
"symbol": "BYIT_CFD.UK",
"selection_reason": "Remains oversold (-8.5% vs MA50) despite recent positive momentum (+5.5%), indicating a potential turn.",
"mean_reversion_score": 85
},
{
"symbol": "AXP_CFD.US",
"selection_reason": "Liquid large-cap trading significantly below mean (-7% vs MA50), suitable for standard reversion.",
"mean_reversion_score": 82
},
{
"symbol": "UTG_CFD.UK",
"selection_reason": "Historically oversold (-24% vs MA200) with moderate short-term deviation.",
"mean_reversion_score": 78
}
],
"rejected_common_reasons": [
"Excessive 1-day volatility (>10%) suggesting binary/news events (WPP, DLN, ATO)",
"Extreme downside momentum/penny stock characteristics (HAIN, BIG)",
"Insufficient deviation from moving averages for mean reversion setup"
]
}