Stocks with strongest contrarian momentum

Show me stocks with the strongest contrarian momentum

{"response_type": "market_analysis", "acknowledgement": "Here are stocks with the strongest contrarian momentum based on M-score rankings.", "answer": "**These stocks exhibit strong contrarian momentum, indicating potential mean reversion or undervaluation:**\n\n- **PAYCOM SOFTWARE INC (PAYC)** in Technology, with an M-score of 9.0, a Z-score of 6.0, and an upside potential of -27.73% based on the latest market data. \n- **TRIPLE FLAG PRECIOUS METALS CORP (TFPM)** in Basic Materials, with an M-score of 9.0, Z-score of 8.0, and an upside of +7.11%. \n- **TYLER TECHNOLOGIES INC (TYL)** in Technology, scoring 9.0 on M-score, Z-score of 6.0, and +22.23% upside.\n- **OR ROYALTIES INC (OR)** in Basic Materials, with an M-score of 9.0, Z-score of 7.0, and an upside of +14.62%. \n- **PHOTRONICS INC (PLAB)** in Technology, with an M-score of 9.0, Z-score of 8.0, and +35.67% upside.\n\nThese stocks are currently displaying high contrarian signals, suggesting they might be undervalued relative to their fundamental metrics. The negative upside in some cases, like PAYC, could imply a potential mean reversion if market sentiment turns favorable.\n\n**Key risk to watch:** These signals could be associated with poor fundamentals or temporary dislocations. The high M-score indicates earnings manipulation risk, so detailed fundamental analysis is recommended before a potential position.\n\nWould you like to analyze a specific stock further, compare these with peers, or review sector implications?", "interpretation": "These stocks show strong contrarian momentum, hinting at possible undervaluation or sentiment-driven dislocation. Risks include earnings quality concerns and sector-specific headwinds. Opportunities worth exploring involve fundamental checks and relative valuation comparisons.", "hypothesis": {"text": "High contrarian scores like M-score may reflect market overreaction to temporary issues, creating buying opportunities for undervalued stocks.", "confidence": "Moderate"}, "insights": ["Several stocks in Technology and Basic Materials sectors score highly on contrarian metrics.", "Contrarian signals often coincide with high earnings manipulation risk indicators."], "suggested_questions": ["Check fundamental health of PAYC", "Compare TYL and PLAB with sector peers", "Explore sector momentum and reversal signals", "View PAYC page for more analysis"], "charts": [{"type": "bar", "title": "Top Contrarian Momentum Stocks (M-score)", "data": [{"label": "PAYC", "value": 9.0}, {"label": "TFPM", "value": 9.0}, {"label": "TYL", "value": 9.0}, {"label": "OR", "value": 9.0}, {"label": "PLAB", "value": 9.0}]}], "actions": [], "supporting_data": [{"label": "Rank: PAYC", "value": "mscore=9.0", "source": "metrics"}, {"label": "Rank: TFPM", "value": "mscore=9.0", "source": "metrics"}, {"label": "Rank: TYL", "value": "mscore=9.0", "source": "metrics"}, {"label": "Rank: OR", "value": "mscore=9.0", "source": "metrics"}, {"label": "Rank: PLAB", "value": "mscore=9.0", "source": "metrics"}], "risk_watch": "Visit the ticker pages (OR, PAYC, PLAB) for full credit ratings, financial scores, and fundamental analysis.", "structured_data": null}

Compare TYL and PLAB with sector peers

{"response_type": "market_analysis", "acknowledgement": "Comparing TYL and PLAB fundamentals with their sector peers now.", "answer": "**Tyler Technologies (TYL) compared to peers in Software - Application sector:**\n- Market Cap: $12.54B, smaller than giants like SAP ($231B) and Shopify ($191B).\n- Revenue: $2.43B, considerably lower than peers like Salesforce ($42.83B) and Uber ($55.23B).\n- Trailing P/E: 40.3x, higher than SAP (25.6x) and Uber (15.0x), reflecting a higher valuation relative to earnings.\n- Forward P/E: approximately 20.0x, in line with sector averages.\n- EV/EBITDA: 28.4, below SAP's very high 275.6 but above Salesforce's 14.2.\n- Beta: 0.81, indicating lower volatility than most peers.\n\n**Photronics (PLAB) relative to Semiconductor Equipment & Materials peers:**\n- Market Cap: $1.88B, small compared to ASML ($656B) and Applied Materials ($419B).\n- Revenue: $861M, significantly smaller than peers with tens of billions in revenue.\n- Trailing P/E: 11.8x, substantially lower than peer averages (generally 50x+), indicating potential undervaluation or higher risk.\n- Forward P/E: approximately 15.8x, still low relative to peer group.\n- EV/EBITDA: 6.19, much lower than big peers like ASML (2696) or AMAT (45), suggesting better earnings relative to enterprise value.\n- Beta: 1.37, slightly higher market volatility.\n\nBoth TYL and PLAB trade with valuations that reflect their smaller size and niche roles in their sectors. TYL's growth premium contrasts with PLAB's more value-oriented multiples. The differences suggest varying investor expectations about growth and risk.", "interpretation": "TYL is positioned as a smaller-cap player in the Software - Application sector with a higher P/E ratio, reflecting growth expectations, and lower volatility. PLAB, smaller and focused on semiconductor equipment, offers lower valuation multiples, which could indicate undervaluation or higher business risk. Sector and peer comparisons support a nuanced view of their valuation positions.", "hypothesis": {"text": "Valuation differences between TYL and PLAB versus large-cap peers reflect growth expectations and sector cyclicality impacting investor sentiment.", "confidence": "High"}, "insights": ["TYL's lower beta suggests a more defensive position in a typically volatile growth sector.", "PLAB's low EV/EBITDA relative to large peers may indicate undervaluation or different business risk factors."], "suggested_questions": ["Analyze recent earnings trends for TYL and PLAB", "Check sector momentum for Software and Semiconductors", "Compare valuation multiples across more peers"], "charts": [{"type": "bar", "title": "Trailing P/E Ratios - TYL vs Peers", "data": [{"label": "TYL", "value": 40.3}, {"label": "SAP", "value": 25.6}, {"label": "SHOP", "value": 100.3}, {"label": "CRM", "value": 22.4}, {"label": "UBER", "value": 15.0}, {"label": "NOW", "value": 73.3}]}, {"type": "bar", "title": "Trailing P/E Ratios - PLAB vs Peers", "data": [{"label": "PLAB", "value": 11.8}, {"label": "ASML", "value": 57.5}, {"label": "AMAT", "value": 50.2}, {"label": "LRCX", "value": 53.5}, {"label": "KLAC", "value": 52.6}, {"label": "TER", "value": 53.5}]}], "actions": [{"label": "Analyze TYL fundamentals", "action_type": "analyze_stock", "parameters": {"ticker": "TYL"}}, {"label": "Analyze PLAB fundamentals", "action_type": "analyze_stock", "parameters": {"ticker": "PLAB"}}, {"label": "View Semiconductor Equipment sector", "action_type": "view_sector", "parameters": {"sector": "Technology"}}], "supporting_data": [], "risk_watch": "", "structured_data": {"template": "stock_comparison", "stocks": {"TYL": {"name": "Tyler Technologies, Inc.", "sector": "Technology", "market_cap": 12544909312, "revenue": 2429657088, "net_income": 324616000, "pe_trailing": 40.30658, "pe_forward": 19.954336, "pb_ratio": 4.128214, "ps_ratio": 5.163243, "ev_to_ebitda": 28.417, "dividend_yield": null, "beta": 0.809}, "SAP": {"name": "SAP SE", "sector": "Technology", "market_cap": 230217596928, "revenue": 38192001024, "net_income": 7795999744, "pe_trailing": 25.637533, "pe_forward": 20.777496, "pb_ratio": 62.77875, "ps_ratio": 6.0279007, "ev_to_ebitda": 275.621, "dividend_yield": 1.48, "beta": 0.757}, "SHOP": {"name": "Shopify Inc.", "sector": "Technology", "market_cap": 191326208000, "revenue": 13269000192, "net_income": 1928000000, "pe_trailing": 100.29932, "pe_forward": 60.508312, "pb_ratio": 15.342353, "ps_ratio": 14.419037, "ev_to_ebitda": 77.217, "dividend_yield": null, "beta": 2.59}, "CRM": {"name": "Salesforce, Inc.", "sector": "Technology", "market_cap": null, "revenue": 42829000704, "net_income": 8023000064, "pe_trailing": 22.367664, "pe_forward": 12.040131, "pb_ratio": 4.4680753, "ps_ratio": null, "ev_to_ebitda": 14.244, "dividend_yield": 0.94, "beta": 1.152}, "UBER": {"name": "Uber Technologies, Inc.", "sector": "Technology", "market_cap": 143939207168, "revenue": 55226998784, "net_income": 9578999808, "pe_trailing": 14.961783, "pe_forward": 16.086838, "pb_ratio": 5.798091, "ps_ratio": 2.6063197, "ev_to_ebitda": 20.596, "dividend_yield": null, "beta": 1.154}, "NOW": {"name": "ServiceNow, Inc.", "sector": "Technology", "market_cap": 121323708416, "revenue": 14732000256, "net_income": 1670000000, "pe_trailing": 73.34375, "pe_forward": 23.44098, "pb_ratio": 9.693541, "ps_ratio": 8.235386, "ev_to_ebitda": 43.187, "dividend_yield": null, "beta": 0.93}}, "returns": {}}}