Bundesliga
VfL Wolfsburg vs Werder Bremen
Market 12
Market 16
Market 17
Market 2
Market 5
Hybrid Edge AI
hybrid_edge_v1: strongest side by model is HOME_WIN
Идея: hybrid_edge_v1: compare HOME_WIN with market price before staking.
Риск: Market move and late lineup news can invalidate the edge.
Market Consensus AI
market_consensus_v1: strongest side by model is DRAW
Идея: market_consensus_v1: compare DRAW with market price before staking.
Риск: Market move and late lineup news can invalidate the edge.
Outcome Leader AI
outcome_leader_v1: strongest side by model is HOME_WIN
Идея: outcome_leader_v1: compare HOME_WIN with market price before staking.
Риск: Market move and late lineup news can invalidate the edge.
Outcome Master AI
outcome_master_v1: weighted ensemble over internal leader, GPT-OSS, Qwen, Hybrid, and Market.
Идея: Use as the main prematch result lean only when market price still respects the weighted edge.
Риск: Conflicting high-weight models or late lineup changes can still invalidate the master pick.
SStats Glicko AI
sstats_glicko_v1: strongest side by model is DRAW
Идея: sstats_glicko_v1: compare DRAW with market price before staking.
Риск: Market move and late lineup news can invalidate the edge.
Swarmai DeepSeek V3.1 671B
Вольфсбург в ужасной форме с 2 победами в 10 матчах, пропуская много голов. Вердер, несмотря на слабые результаты, имеет более высокий ожидаемый xG и выиграл прошлую встречу. Risk: Обе команды непредсказуемы, что делает ставку на гостей рискованной.
Идея: swarmai_deepseek_v3_1_671b_cloud_v1: value side П2.
Риск: Обе команды непредсказуемы, что делает ставку на гостей рискованной.
Swarmai GLM 4.6 Cloud
Рынок и Glicko 2 указывают на сбалансированную игру без явного фаворита. Обе команды показывают слабую форму в обороне, что повышает вероятность обмена голами и ничьей. Risk: Недостаточная информация о стартовых составах и возможных дисквалификациях может изменить динамику матча.
Идея: swarmai_glm_4_6_cloud_v1: value side no_value.
Риск: Недостаточная информация о стартовых составах и возможных дисквалификациях может изменить динамику матча.
Swarmai GPT-OSS 120B
По данным SportsMole, у «Вольфсбурга» травмирован нападающий Вут Вегхорст, а у «Бремена» Милот Рашица находится под вопросом (source1). Khelnow отмечает, что обе команды показывают низкую результативность и ожидается компактная игра (source2). Risk: Вольфсбург может компенсировать отсутствие главного форварда быстрыми контратаками.
Идея: swarmai_gpt_oss_120b_cloud_v1: value side П2.
Риск: Вольфсбург может компенсировать отсутствие главного форварда быстрыми контратаками.
Swarmai Qwen 3.5 9B Local
Несмотря на схожие рейтинги команд, матч в Волфсбурге склоняется к ничьей из-за низкой результативности обеих сторон. Ожидается низкий темп игры с небольшим количеством голов, что делает ставку на тотал больше 2.5 рискованной. Risk: Волфсбург имеет худшую домашнюю статистику, что может привести к неожиданной победе гостей.
Идея: swarmai_qwen35_9b_local_v1: value side X.
Риск: Волфсбург имеет худшую домашнюю статистику, что может привести к неожиданной победе гостей.
Swarmai Qwen 3.5 9B Local
Tool: fetch_url_text
Args: {"url": "https://www.betonvalue.com/predictions/vfl-wolfsburg-vs-sv-werder-bremen-predictions-betting-tips-match-preview-2026-03-21", "max_chars": 2000}
Swarmai Qwen 3.5 9B Local
Tool: fetch_url_text
Args: {"url": "https://footballpark.com/betting/predictions/bundesliga/vf-l-wolfsburg-vs-werder-bremen-lineups-predictions-and-betting-tips", "max_chars": 2000}
Swarmai Qwen 3.5 9B Local
Tool: search_web
Args: {"query": "VfL Wolfsburg vs Werder Bremen Bundesliga preview", "limit": 2}
Swarmai Qwen 3.5 9B Local
Tool: fetch_url_text
Args: {"url": "https://www.betonvalue.com/predictions/vfl-wolfsburg-vs-sv-werder-bremen-predictions-betting-tips-match-preview-2026-03-21", "max_chars": 2000}
Swarmai Qwen 3.5 9B Local
Tool: fetch_url_text
Args: {"url": "https://footballpark.com/betting/predictions/bundesliga/vf-l-wolfsburg-vs-werder-bremen-lineups-predictions-and-betting-tips", "max_chars": 2000}
Swarmai Qwen 3.5 9B Local
Tool: search_web
Args: {"query": "VfL Wolfsburg vs Werder Bremen Bundesliga preview", "limit": 2}
Swarmai Qwen 3.5 9B Local
Tool: fetch_url_text
Args: {"url": "https://www.betonvalue.com/predictions/vfl-wolfsburg-vs-sv-werder-bremen-predictions-betting-tips-match-preview-2026-03-21", "max_chars": 2000}
Swarmai Qwen 3.5 9B Local
Tool: fetch_url_text
Args: {"url": "https://footballpark.com/betting/predictions/bundesliga/vf-l-wolfsburg-vs-werder-bremen-lineups-predictions-and-betting-tips", "max_chars": 2000}
Swarmai Qwen 3.5 9B Local
Tool: search_web
Args: {"query": "VfL Wolfsburg vs Werder Bremen Bundesliga preview", "limit": 2}
Swarmai Qwen 3.5 9B Local
Tool: fetch_url_text
Args: {"url": "https://footballpark.com/betting/predictions/bundesliga/vf-l-wolfsburg-vs-werder-bremen-lineups-predictions-and-betting-tips", "max_chars": 2000}
Swarmai Qwen 3.5 9B Local
Tool: fetch_url_text
Args: {"url": "https://www.sportsmole.co.uk/football/werder-bremen/preview/werder-bremen-vs-wolfsburg-prediction-team-news-lineups_585175.html", "max_chars": 2000}
Swarmai Qwen 3.5 9B Local
Tool: search_web
Args: {"query": "VfL Wolfsburg vs Werder Bremen Bundesliga preview", "limit": 2}
Swarmai Qwen 3.5 9B Local
Tool: fetch_url_text
Args: {"url": "https://footballpark.com/betting/predictions/bundesliga/vf-l-wolfsburg-vs-werder-bremen-lineups-predictions-and-betting-tips", "max_chars": 2000}
Swarmai Qwen 3.5 9B Local
Tool: fetch_url_text
Args: {"url": "https://www.sportsmole.co.uk/football/werder-bremen/preview/werder-bremen-vs-wolfsburg-prediction-team-news-lineups_585175.html", "max_chars": 2000}
Swarmai Qwen 3.5 9B Local
Tool: search_web
Args: {"query": "VfL Wolfsburg vs Werder Bremen Bundesliga preview", "limit": 2}
Swarmai Qwen 3.5 9B Local
Tool: fetch_url_text
Args: {"url": "https://footballpark.com/betting/predictions/bundesliga/vf-l-wolfsburg-vs-werder-bremen-lineups-predictions-and-betting-tips", "max_chars": 2000}
Swarmai Qwen 3.5 9B Local
Tool: fetch_url_text
Args: {"url": "https://www.sportsmole.co.uk/football/werder-bremen/preview/werder-bremen-vs-wolfsburg-prediction-team-news-lineups_585175.html", "max_chars": 2000}
Swarmai Qwen 3.5 9B Local
Tool: search_web
Args: {"query": "VfL Wolfsburg vs Werder Bremen Bundesliga preview", "limit": 2}
Swarmai GLM 4.6 Cloud
Tool: fetch_url_text
Args: {"url": "https://www.sportsmole.co.uk/football/werder-bremen/preview/werder-bremen-vs-wolfsburg-prediction-team-news-lineups_585175.html", "max_chars": 2000}
Swarmai GLM 4.6 Cloud
Tool: fetch_url_text
Source: https://www.kickoff.co.uk/german-bundesliga-predictions-stats-odds/wolfsburg-vs-werder-bremen/
Args: {"url": "https://www.kickoff.co.uk/german-bundesliga-predictions-stats-odds/wolfsburg-vs-werder-bremen/", "max_chars": 2000}
Swarmai GLM 4.6 Cloud
Tool: search_web
Args: {"query": "VfL Wolfsburg vs Werder Bremen Bundesliga preview", "limit": 2}
Swarmai GLM 4.6 Cloud
Tool: fetch_url_text
Args: {"url": "https://www.sportsmole.co.uk/football/werder-bremen/preview/werder-bremen-vs-wolfsburg-prediction-team-news-lineups_585175.html", "max_chars": 2000}
Swarmai GLM 4.6 Cloud
Tool: fetch_url_text
Source: https://www.kickoff.co.uk/german-bundesliga-predictions-stats-odds/wolfsburg-vs-werder-bremen/
Args: {"url": "https://www.kickoff.co.uk/german-bundesliga-predictions-stats-odds/wolfsburg-vs-werder-bremen/", "max_chars": 2000}
Swarmai GLM 4.6 Cloud
Tool: search_web
Args: {"query": "VfL Wolfsburg vs Werder Bremen Bundesliga preview", "limit": 2}
Swarmai GLM 4.6 Cloud
Tool: fetch_url_text
Args: {"url": "https://www.sportsmole.co.uk/football/werder-bremen/preview/werder-bremen-vs-wolfsburg-prediction-team-news-lineups_585175.html", "max_chars": 2000}
Swarmai GLM 4.6 Cloud
Tool: fetch_url_text
Source: https://www.kickoff.co.uk/german-bundesliga-predictions-stats-odds/wolfsburg-vs-werder-bremen/
Args: {"url": "https://www.kickoff.co.uk/german-bundesliga-predictions-stats-odds/wolfsburg-vs-werder-bremen/", "max_chars": 2000}
Swarmai GLM 4.6 Cloud
Tool: search_web
Args: {"query": "VfL Wolfsburg vs Werder Bremen Bundesliga preview", "limit": 2}
Swarmai GLM 4.6 Cloud
Tool: fetch_url_text
Source: https://www.kickoff.co.uk/german-bundesliga-predictions-stats-odds/wolfsburg-vs-werder-bremen/
Args: {"url": "https://www.kickoff.co.uk/german-bundesliga-predictions-stats-odds/wolfsburg-vs-werder-bremen/", "max_chars": 2000}
Swarmai GLM 4.6 Cloud
Tool: fetch_url_text
Args: {"url": "https://www.sportsmole.co.uk/football/wolfsburg/preview/wolfsburg-vs-werder-bremen-prediction-team-news-lineups_555849.html", "max_chars": 2000}
Swarmai GLM 4.6 Cloud
Tool: search_web
Args: {"query": "VfL Wolfsburg vs Werder Bremen Bundesliga preview", "limit": 2}
Swarmai GLM 4.6 Cloud
Tool: fetch_url_text
Source: https://www.kickoff.co.uk/german-bundesliga-predictions-stats-odds/wolfsburg-vs-werder-bremen/
Args: {"url": "https://www.kickoff.co.uk/german-bundesliga-predictions-stats-odds/wolfsburg-vs-werder-bremen/", "max_chars": 2000}
Swarmai GLM 4.6 Cloud
Tool: fetch_url_text
Args: {"url": "https://www.sportsmole.co.uk/football/wolfsburg/preview/wolfsburg-vs-werder-bremen-prediction-team-news-lineups_555849.html", "max_chars": 2000}
Swarmai GLM 4.6 Cloud
Tool: search_web
Args: {"query": "VfL Wolfsburg vs Werder Bremen Bundesliga preview", "limit": 2}
Swarmai GLM 4.6 Cloud
Tool: fetch_url_text
Source: https://www.kickoff.co.uk/german-bundesliga-predictions-stats-odds/wolfsburg-vs-werder-bremen/
Args: {"url": "https://www.kickoff.co.uk/german-bundesliga-predictions-stats-odds/wolfsburg-vs-werder-bremen/", "max_chars": 2000}
Swarmai GLM 4.6 Cloud
Tool: fetch_url_text
Args: {"url": "https://www.sportsmole.co.uk/football/wolfsburg/preview/wolfsburg-vs-werder-bremen-prediction-team-news-lineups_555849.html", "max_chars": 2000}
Swarmai GLM 4.6 Cloud
Tool: search_web
Args: {"query": "VfL Wolfsburg vs Werder Bremen Bundesliga preview", "limit": 2}
Swarmai GLM 4.6 Cloud
Tool: fetch_url_text
Source: https://www.kickoff.co.uk/german-bundesliga-predictions-stats-odds/wolfsburg-vs-werder-bremen/
Args: {"url": "https://www.kickoff.co.uk/german-bundesliga-predictions-stats-odds/wolfsburg-vs-werder-bremen/", "max_chars": 2000}
Swarmai GLM 4.6 Cloud
Tool: fetch_url_text
Args: {"url": "https://www.betonvalue.com/predictions/vfl-wolfsburg-vs-sv-werder-bremen-predictions-betting-tips-match-preview-2026-03-21", "max_chars": 2000}
Swarmai GLM 4.6 Cloud
Tool: search_web
Args: {"query": "VfL Wolfsburg vs Werder Bremen Bundesliga preview", "limit": 2}
Swarmai GLM 4.6 Cloud
Tool: fetch_url_text
Source: https://www.kickoff.co.uk/german-bundesliga-predictions-stats-odds/wolfsburg-vs-werder-bremen/
Args: {"url": "https://www.kickoff.co.uk/german-bundesliga-predictions-stats-odds/wolfsburg-vs-werder-bremen/", "max_chars": 2000}
Swarmai GLM 4.6 Cloud
Tool: fetch_url_text
Args: {"url": "https://www.betonvalue.com/predictions/vfl-wolfsburg-vs-sv-werder-bremen-predictions-betting-tips-match-preview-2026-03-21", "max_chars": 2000}
Swarmai GLM 4.6 Cloud
Tool: search_web
Args: {"query": "VfL Wolfsburg vs Werder Bremen Bundesliga preview", "limit": 2}
Swarmai GLM 4.6 Cloud
Tool: fetch_url_text
Source: https://www.kickoff.co.uk/german-bundesliga-predictions-stats-odds/wolfsburg-vs-werder-bremen/
Args: {"url": "https://www.kickoff.co.uk/german-bundesliga-predictions-stats-odds/wolfsburg-vs-werder-bremen/", "max_chars": 2000}
Swarmai GLM 4.6 Cloud
Tool: fetch_url_text
Args: {"url": "https://www.betonvalue.com/predictions/vfl-wolfsburg-vs-sv-werder-bremen-predictions-betting-tips-match-preview-2026-03-21", "max_chars": 2000}
Swarmai GLM 4.6 Cloud
Tool: search_web
Args: {"query": "VfL Wolfsburg vs Werder Bremen Bundesliga preview", "limit": 2}
Swarmai Qwen 3.5 9B Local
Tool: fetch_url_text
Source: https://khelnow.com/football/world-football-werder-bremen-vs-vfl-wolfsburg-preview-202511
Args: {"url": "https://khelnow.com/football/world-football-werder-bremen-vs-vfl-wolfsburg-preview-202511", "max_chars": 2000}
Swarmai Qwen 3.5 9B Local
Tool: fetch_url_text
Args: {"url": "https://www.sportsmole.co.uk/football/werder-bremen/preview/werder-bremen-vs-wolfsburg-prediction-team-news-lineups_585175.html", "max_chars": 2000}
Swarmai Qwen 3.5 9B Local
Tool: search_web
Args: {"query": "VfL Wolfsburg vs Werder Bremen Bundesliga preview", "limit": 2}
Swarmai Qwen 3.5 9B Local
Tool: fetch_url_text
Source: https://khelnow.com/football/world-football-werder-bremen-vs-vfl-wolfsburg-preview-202511
Args: {"url": "https://khelnow.com/football/world-football-werder-bremen-vs-vfl-wolfsburg-preview-202511", "max_chars": 2000}
Swarmai Qwen 3.5 9B Local
Tool: fetch_url_text
Args: {"url": "https://www.sportsmole.co.uk/football/werder-bremen/preview/werder-bremen-vs-wolfsburg-prediction-team-news-lineups_585175.html", "max_chars": 2000}
Swarmai Qwen 3.5 9B Local
Tool: search_web
Args: {"query": "VfL Wolfsburg vs Werder Bremen Bundesliga preview", "limit": 2}
Swarmai Qwen 3.5 9B Local
Tool: fetch_url_text
Source: https://khelnow.com/football/world-football-werder-bremen-vs-vfl-wolfsburg-preview-202511
Args: {"url": "https://khelnow.com/football/world-football-werder-bremen-vs-vfl-wolfsburg-preview-202511", "max_chars": 2000}
Swarmai Qwen 3.5 9B Local
Tool: fetch_url_text
Args: {"url": "https://www.sportsmole.co.uk/football/werder-bremen/preview/werder-bremen-vs-wolfsburg-prediction-team-news-lineups_585175.html", "max_chars": 2000}
Swarmai Qwen 3.5 9B Local
Tool: search_web
Args: {"query": "VfL Wolfsburg vs Werder Bremen Bundesliga preview", "limit": 2}
Swarmai GLM 4.6 Cloud
Tool: fetch_url_text
Source: https://khelnow.com/football/world-football-werder-bremen-vs-vfl-wolfsburg-preview-202511
Args: {"url": "https://khelnow.com/football/world-football-werder-bremen-vs-vfl-wolfsburg-preview-202511", "max_chars": 2000}
Swarmai GLM 4.6 Cloud
Tool: fetch_url_text
Args: {"url": "https://www.sportsmole.co.uk/football/werder-bremen/preview/werder-bremen-vs-wolfsburg-prediction-team-news-lineups_585175.html", "max_chars": 2000}
Swarmai GLM 4.6 Cloud
Tool: search_web
Args: {"query": "VfL Wolfsburg vs Werder Bremen Bundesliga preview", "limit": 2}
Swarmai GLM 4.6 Cloud
Tool: fetch_url_text
Source: https://khelnow.com/football/world-football-werder-bremen-vs-vfl-wolfsburg-preview-202511
Args: {"url": "https://khelnow.com/football/world-football-werder-bremen-vs-vfl-wolfsburg-preview-202511", "max_chars": 2000}
Swarmai GLM 4.6 Cloud
Tool: fetch_url_text
Args: {"url": "https://www.sportsmole.co.uk/football/werder-bremen/preview/werder-bremen-vs-wolfsburg-prediction-team-news-lineups_585175.html", "max_chars": 2000}
Swarmai GLM 4.6 Cloud
Tool: search_web
Args: {"query": "VfL Wolfsburg vs Werder Bremen Bundesliga preview", "limit": 2}
Swarmai GLM 4.6 Cloud
Tool: fetch_url_text
Source: https://khelnow.com/football/world-football-werder-bremen-vs-vfl-wolfsburg-preview-202511
Args: {"url": "https://khelnow.com/football/world-football-werder-bremen-vs-vfl-wolfsburg-preview-202511", "max_chars": 2000}
Swarmai GLM 4.6 Cloud
Tool: fetch_url_text
Args: {"url": "https://www.sportsmole.co.uk/football/werder-bremen/preview/werder-bremen-vs-wolfsburg-prediction-team-news-lineups_585175.html", "max_chars": 2000}
Swarmai GLM 4.6 Cloud
Tool: search_web
Args: {"query": "VfL Wolfsburg vs Werder Bremen Bundesliga preview", "limit": 2}
Swarmai DeepSeek V3.1 671B
Tool: fetch_url_text
Source: https://khelnow.com/football/world-football-werder-bremen-vs-vfl-wolfsburg-preview-202511
Args: {"url": "https://khelnow.com/football/world-football-werder-bremen-vs-vfl-wolfsburg-preview-202511", "max_chars": 2000}
Swarmai DeepSeek V3.1 671B
Tool: fetch_url_text
Args: {"url": "https://www.sportsmole.co.uk/football/werder-bremen/preview/werder-bremen-vs-wolfsburg-prediction-team-news-lineups_585175.html", "max_chars": 2000}
Swarmai DeepSeek V3.1 671B
Tool: search_web
Args: {"query": "VfL Wolfsburg vs Werder Bremen Bundesliga preview", "limit": 2}
Swarmai DeepSeek V3.1 671B
Tool: fetch_url_text
Source: https://khelnow.com/football/world-football-werder-bremen-vs-vfl-wolfsburg-preview-202511
Args: {"url": "https://khelnow.com/football/world-football-werder-bremen-vs-vfl-wolfsburg-preview-202511", "max_chars": 2000}
Swarmai DeepSeek V3.1 671B
Tool: fetch_url_text
Args: {"url": "https://www.sportsmole.co.uk/football/werder-bremen/preview/werder-bremen-vs-wolfsburg-prediction-team-news-lineups_585175.html", "max_chars": 2000}
Swarmai DeepSeek V3.1 671B
Tool: search_web
Args: {"query": "VfL Wolfsburg vs Werder Bremen Bundesliga preview", "limit": 2}
Swarmai DeepSeek V3.1 671B
Tool: fetch_url_text
Source: https://khelnow.com/football/world-football-werder-bremen-vs-vfl-wolfsburg-preview-202511
Args: {"url": "https://khelnow.com/football/world-football-werder-bremen-vs-vfl-wolfsburg-preview-202511", "max_chars": 2000}
Swarmai DeepSeek V3.1 671B
Tool: fetch_url_text
Args: {"url": "https://www.sportsmole.co.uk/football/werder-bremen/preview/werder-bremen-vs-wolfsburg-prediction-team-news-lineups_585175.html", "max_chars": 2000}
Swarmai DeepSeek V3.1 671B
Tool: search_web
Args: {"query": "VfL Wolfsburg vs Werder Bremen Bundesliga preview", "limit": 2}
Swarmai GPT-OSS 120B
Tool: fetch_url_text
Source: https://khelnow.com/football/world-football-werder-bremen-vs-vfl-wolfsburg-preview-202511
Args: {"url": "https://khelnow.com/football/world-football-werder-bremen-vs-vfl-wolfsburg-preview-202511", "max_chars": 2000}
Swarmai GPT-OSS 120B
Tool: fetch_url_text
Args: {"url": "https://www.sportsmole.co.uk/football/werder-bremen/preview/werder-bremen-vs-wolfsburg-prediction-team-news-lineups_585175.html", "max_chars": 2000}
Swarmai GPT-OSS 120B
Tool: search_web
Args: {"query": "VfL Wolfsburg vs Werder Bremen Bundesliga preview", "limit": 2}
Swarmai GPT-OSS 120B
Tool: fetch_url_text
Source: https://khelnow.com/football/world-football-werder-bremen-vs-vfl-wolfsburg-preview-202511
Args: {"url": "https://khelnow.com/football/world-football-werder-bremen-vs-vfl-wolfsburg-preview-202511", "max_chars": 2000}
Swarmai GPT-OSS 120B
Tool: fetch_url_text
Args: {"url": "https://www.sportsmole.co.uk/football/werder-bremen/preview/werder-bremen-vs-wolfsburg-prediction-team-news-lineups_585175.html", "max_chars": 2000}
Swarmai GPT-OSS 120B
Tool: search_web
Args: {"query": "VfL Wolfsburg vs Werder Bremen Bundesliga preview", "limit": 2}
Swarmai GPT-OSS 120B
Tool: fetch_url_text
Source: https://khelnow.com/football/world-football-werder-bremen-vs-vfl-wolfsburg-preview-202511
Args: {"url": "https://khelnow.com/football/world-football-werder-bremen-vs-vfl-wolfsburg-preview-202511", "max_chars": 2000}
Swarmai GPT-OSS 120B
Tool: fetch_url_text
Args: {"url": "https://www.sportsmole.co.uk/football/werder-bremen/preview/werder-bremen-vs-wolfsburg-prediction-team-news-lineups_585175.html", "max_chars": 2000}
Swarmai GPT-OSS 120B
Tool: search_web
Args: {"query": "VfL Wolfsburg vs Werder Bremen Bundesliga preview", "limit": 2}
Swarmai GLM 4.6 Cloud
Tool: fetch_url_text
Args: {"url": "https://www.sportsmole.co.uk/football/wolfsburg/preview/wolfsburg-vs-werder-bremen-prediction-team-news-lineups_555849.html", "max_chars": 2000}
Swarmai GLM 4.6 Cloud
Tool: fetch_url_text
Source: https://www.kickoff.co.uk/german-bundesliga-predictions-stats-odds/wolfsburg-vs-werder-bremen/
Args: {"url": "https://www.kickoff.co.uk/german-bundesliga-predictions-stats-odds/wolfsburg-vs-werder-bremen/", "max_chars": 2000}
Swarmai GLM 4.6 Cloud
Tool: search_web
Args: {"query": "VfL Wolfsburg vs Werder Bremen Bundesliga preview", "limit": 2}
Swarmai GLM 4.6 Cloud
Tool: fetch_url_text
Args: {"url": "https://www.sportsmole.co.uk/football/wolfsburg/preview/wolfsburg-vs-werder-bremen-prediction-team-news-lineups_555849.html", "max_chars": 2000}
Swarmai GLM 4.6 Cloud
Tool: fetch_url_text
Source: https://www.kickoff.co.uk/german-bundesliga-predictions-stats-odds/wolfsburg-vs-werder-bremen/
Args: {"url": "https://www.kickoff.co.uk/german-bundesliga-predictions-stats-odds/wolfsburg-vs-werder-bremen/", "max_chars": 2000}
Swarmai GLM 4.6 Cloud
Tool: search_web
Args: {"query": "VfL Wolfsburg vs Werder Bremen Bundesliga preview", "limit": 2}
Swarmai GLM 4.6 Cloud
Tool: fetch_url_text
Args: {"url": "https://www.sportsmole.co.uk/football/wolfsburg/preview/wolfsburg-vs-werder-bremen-prediction-team-news-lineups_555849.html", "max_chars": 2000}
Swarmai GLM 4.6 Cloud
Tool: fetch_url_text
Source: https://www.kickoff.co.uk/german-bundesliga-predictions-stats-odds/wolfsburg-vs-werder-bremen/
Args: {"url": "https://www.kickoff.co.uk/german-bundesliga-predictions-stats-odds/wolfsburg-vs-werder-bremen/", "max_chars": 2000}
Swarmai GLM 4.6 Cloud
Tool: search_web
Args: {"query": "VfL Wolfsburg vs Werder Bremen Bundesliga preview", "limit": 2}
Swarmai DeepSeek V3.1 671B
Tool: fetch_url_text
Args: {"url": "https://www.sportsmole.co.uk/football/wolfsburg/preview/wolfsburg-vs-werder-bremen-prediction-team-news-lineups_555849.html", "max_chars": 2000}
Swarmai DeepSeek V3.1 671B
Tool: fetch_url_text
Source: https://www.kickoff.co.uk/german-bundesliga-predictions-stats-odds/wolfsburg-vs-werder-bremen/
Args: {"url": "https://www.kickoff.co.uk/german-bundesliga-predictions-stats-odds/wolfsburg-vs-werder-bremen/", "max_chars": 2000}
Swarmai DeepSeek V3.1 671B
Tool: search_web
Args: {"query": "VfL Wolfsburg vs Werder Bremen Bundesliga preview", "limit": 2}
Swarmai DeepSeek V3.1 671B
Tool: fetch_url_text
Args: {"url": "https://www.sportsmole.co.uk/football/wolfsburg/preview/wolfsburg-vs-werder-bremen-prediction-team-news-lineups_555849.html", "max_chars": 2000}
Swarmai DeepSeek V3.1 671B
Tool: fetch_url_text
Source: https://www.kickoff.co.uk/german-bundesliga-predictions-stats-odds/wolfsburg-vs-werder-bremen/
Args: {"url": "https://www.kickoff.co.uk/german-bundesliga-predictions-stats-odds/wolfsburg-vs-werder-bremen/", "max_chars": 2000}
Swarmai DeepSeek V3.1 671B
Tool: search_web
Args: {"query": "VfL Wolfsburg vs Werder Bremen Bundesliga preview", "limit": 2}
Swarmai DeepSeek V3.1 671B
Tool: fetch_url_text
Args: {"url": "https://www.sportsmole.co.uk/football/wolfsburg/preview/wolfsburg-vs-werder-bremen-prediction-team-news-lineups_555849.html", "max_chars": 2000}
Swarmai DeepSeek V3.1 671B
Tool: fetch_url_text
Source: https://www.kickoff.co.uk/german-bundesliga-predictions-stats-odds/wolfsburg-vs-werder-bremen/
Args: {"url": "https://www.kickoff.co.uk/german-bundesliga-predictions-stats-odds/wolfsburg-vs-werder-bremen/", "max_chars": 2000}
Swarmai DeepSeek V3.1 671B
Tool: search_web
Args: {"query": "VfL Wolfsburg vs Werder Bremen Bundesliga preview", "limit": 2}
Swarmai DeepSeek V3.1 671B
Tool: fetch_url_text
Args: {"url": "https://www.forebet.com/en/football-match-previews/26680-wolfsburg-look-to-halt-winless-run-as-werder-bremen-visit-volkswagen-arena", "max_chars": 2000}
Learning note
Prompt: Swarmai Match System RU
Модель недооценила влияние раннего удаления защитника и последующего ускорения темпа игры. Это привело к недооценке вероятности дополнительного гола во второй половине.
Patch: Учитывай влияние ранних удалений и последующего повышения темпа игры на вероятность дополнительных голов в конце матча.
Learning note
Prompt: Swarmai Consensus System RU
Модель переоценивала домашнее преимущество Райо и недооценила оборонительный стиль Леванте. Не учитывались факторы погодных условий и угрозы с стандартных позиций.
Patch: Всегда учитывай оборонительные тактики соперника, угрозу с наборов и влияние погоды на темп игры при оценке вероятности ничьи.
Learning note
Prompt: Swarmai Consensus System RU
Модель переоценила атакующий потенциал обеих команд. Не была учтена их склонность к оборонительной игре после раннего гола.
Patch: Перед прогнозом учитывай темп матча, оборонительные схемы и вероятность ранних голов, а также погодные условия, влияющие на количество ударов.
Learning note
Prompt: Swarmai Match System RU
Модель не учла, как ранний гол фаворита усугубляет тактическое и психологическое неравенство. Это привело к недооценке темпа и количества голов в матче с явным гандикапом.
Patch: При явном неравенстве сил оценивай сценарий, когда ранний гол фаворита провоцирует открытую игру и разгромный счёт.
Контекст
Старт: 21.03.2026 17:30
Вид спорта: Football
Страна: Germany
Источник: SStats_API #1388550
Линия
Букмекеры: 1
Рынки: 6
Best 1: 2.65 / спред 0.000
Best X: 3.76 / спред 0.000
Best 2: 2.57 / спред 0.000