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According to Beating AI news, the agent tool company Composio tested the same DeepSeek V4 Pro 0813 with Pi Agent, DeepSeek Harness 0.1, Claude Code, OpenCode, and Hermes Agent, all set to max reasoning, running over 30 steps of agent tasks. The pass rates were: 1. Pi Agent: 21/30 2. DeepSeek Harness: 20/30 3. Claude Code: 19/30 4. OpenCode: 19/30 5. Hermes Agent: 18/30. Out of 30 questions, all five agents passed 15 questions, while all failed 7 questions. The remaining 8 questions only changed the harness, resulting in a reversal of outcomes. Speed rankings were: 1. Claude Code: 181.8 seconds 2. DeepSeek Harness: 252.1 seconds 3. Hermes Agent: 273.6 seconds 4. OpenCode: 280.6 seconds 5. Pi Agent: 362.9 seconds. The cost per successful attempt was: 1. DeepSeek Harness: $0.028 2. Pi Agent: $0.031 3. OpenCode: $0.032 4. Hermes Agent: $0.037 5. Claude Code: $0.074. Pi had the highest pass rate, DeepSeek's official Harness was the most cost-effective, and Claude Code was the fastest but the most expensive. Composio previously conducted similar tests using DeepSeek V4 Flash, where Pi also achieved the highest pass rate.

[DeepSeek V4 Pro Runs 5 Harness Sets: Pi Achieves Highest Success Rate, DSH Most Cost-Effective]According to Beating AI news, the agent tool company Composio tested the same DeepSeek V4 Pro 0813 with Pi Agent, DeepSeek Harness 0.1, Claude Code, OpenCode, and Hermes Agent, all set to max reasoning, running over 30 steps of agent tasks. The pass rates were: 1. Pi Agent: 21/30 2. DeepSeek Harness: 20/30 3. Claude Code: 19/30 4. OpenCode: 19/30 5. Hermes Agent: 18/30. Out of 30 questions, all five agents passed 15 questions, while all failed 7 questions. The remaining 8 questions only changed the harness, resulting in a reversal of outcomes. Speed rankings were: 1. Claude Code: 181.8 seconds 2. DeepSeek Harness: 252.1 seconds 3. Hermes Agent: 273.6 seconds 4. OpenCode: 280.6 seconds 5. Pi Agent: 362.9 seconds. The cost per successful attempt was: 1. DeepSeek Harness: $0.028 2. Pi Agent: $0.031 3. OpenCode: $0.032 4. Hermes Agent: $0.037 5. Claude Code: $0.074. Pi had the highest pass rate, DeepSeek's official Harness was the most cost-effective, and Claude Code was the fastest but the most expensive. Composio previously conducted similar tests using DeepSeek V4 Flash, where Pi also achieved the highest pass rate.

DeepSeek V4 Pro Runs 5 Harness Sets: Pi Achieves Highest Success Rate, DSH Most Cost-Effective

According to the latest news from Dongcha Beating AI, the agent tool company Composio tested the same DeepSeek V4 Pro 0813 with Pi Agent, DeepSeek Harness 0.1, Claude Code, OpenCode, and Hermes Agent, all set to max reasoning, running over 30 agent tasks. The success rates were as follows: 1. Pi Agent: 21/30 2. DeepSeek Harness: 20/30 3. Claude Code: 19/30 4. OpenCode: 19/30 5. Hermes Agent: 18/30. Out of the 30 tasks, 15 were passed by all five agents, while 7 failed across the board. The remaining 8 tasks only changed the harness, resulting in a reversal of outcomes. Speed rankings were: 1. Claude Code: 181.8 seconds 2. DeepSeek Harness: 252.1 seconds 3. Hermes Agent: 273.6 seconds 4. OpenCode: 280.6 seconds 5. Pi Agent: 362.9 seconds. The cost per successful attempt was: 1. DeepSeek Harness: $0.028 2. Pi Agent: $0.031 3. OpenCode: $0.032 4. Hermes Agent: $0.037 5. Claude Code: $0.074. Pi had the highest success rate, DeepSeek's official Harness was the most cost-effective, and Claude Code was the fastest but the most expensive. Composio previously conducted similar tests using DeepSeek V4 Flash, where Pi also achieved the highest success rate.

[DeepSeek V4 Pro Runs 5 Harness Sets: Pi Achieves Highest Success Rate, DSH Most Cost-Effective]According to the latest news from Dongcha Beating AI, the agent tool company Composio tested the same DeepSeek V4 Pro 0813 with Pi Agent, DeepSeek Harness 0.1, Claude Code, OpenCode, and Hermes Agent, all set to max reasoning, running over 30 agent tasks. The success rates were as follows: 1. Pi Agent: 21/30 2. DeepSeek Harness: 20/30 3. Claude Code: 19/30 4. OpenCode: 19/30 5. Hermes Agent: 18/30. Out of the 30 tasks, 15 were passed by all five agents, while 7 failed across the board. The remaining 8 tasks only changed the harness, resulting in a reversal of outcomes. Speed rankings were: 1. Claude Code: 181.8 seconds 2. DeepSeek Harness: 252.1 seconds 3. Hermes Agent: 273.6 seconds 4. OpenCode: 280.6 seconds 5. Pi Agent: 362.9 seconds. The cost per successful attempt was: 1. DeepSeek Harness: $0.028 2. Pi Agent: $0.031 3. OpenCode: $0.032 4. Hermes Agent: $0.037 5. Claude Code: $0.074. Pi had the highest success rate, DeepSeek's official Harness was the most cost-effective, and Claude Code was the fastest but the most expensive. Composio previously conducted similar tests using DeepSeek V4 Flash, where Pi also achieved the highest success rate.

Meta Platforms (META.O) is investing hundreds of millions into Microsoft's Azure AI services. Meta has quietly become one of Microsoft's largest AI clients. Shares of Meta Platforms (META.O) and Microsoft (MSFT.O) rose by 1.6% in pre-market trading.

[Meta Invests Hundreds of Millions in Microsoft's Azure AI Services]Meta Platforms (META.O) is investing hundreds of millions into Microsoft's Azure AI services. Meta has quietly become one of Microsoft's largest AI clients. Shares of Meta Platforms (META.O) and Microsoft (MSFT.O) rose by 1.6% in pre-market trading.

Meta Invests Hundreds of Millions in Microsoft's Azure AI Services

Meta Platforms (META.O) is investing hundreds of millions in Microsoft's Azure AI services. Meta has quietly become one of Microsoft's largest AI clients. Shares of Meta Platforms (META.O) and Microsoft (MSFT.O) rose 1.6% in pre-market trading.

[Meta Invests Hundreds of Millions in Microsoft's Azure AI Services]Meta Platforms (META.O) is investing hundreds of millions in Microsoft's Azure AI services. Meta has quietly become one of Microsoft's largest AI clients. Shares of Meta Platforms (META.O) and Microsoft (MSFT.O) rose 1.6% in pre-market trading.

On August 20, crypto analyst Darkfost reported that Bitcoin recorded its largest single-day increase since February 2026, with a daily rise of 7.1%. This surge pushed Bitcoin prices above the cost basis for short-term holders (STH), triggering a large-scale profit-taking event. Data shows that short-term holders transferred over 44,300 BTC to exchanges yesterday, setting a record for the largest profit-taking activity since 2026. Currently, the cost basis for short-term holders is approximately $67,100, and after BTC surpassed this level, some previously profitable holders began to shift their assets. Darkfost noted that this rally was driven by several factors. U.S. Treasury Secretary Yellen previously announced that the U.S. would advance long-term Treasury buyback operations and double the scale of related activities, leading to a rapid decline in long-term U.S. Treasury yields. Subsequently, Trump spoke at a White House meeting focused on the crypto industry, stating that the U.S. is considering purchasing large amounts of BTC and urged Congress to pass the Clarity Act, while expressing a desire to facilitate Hyperliquid's entry into the U.S. market. The market remains attentive to whether these policy statements are merely discussions or reflect the U.S. government's genuine intention to become a global crypto hub. Currently, as BTC attempts to break through key resistance levels, including the short-term holders' cost basis, the on-chain behavior of short-term holders continues to warrant close observation.

[Bitcoin Short-Term Holders Transfer 44,300 BTC to CEX, Marking Largest Profit-Taking Activity This Year]On August 20, crypto analyst Darkfost reported that Bitcoin recorded its largest single-day increase since February 2026, with a daily rise of 7.1%. This surge pushed Bitcoin prices above the cost basis for short-term holders (STH), triggering a large-scale profit-taking event. Data shows that short-term holders transferred over 44,300 BTC to exchanges yesterday, setting a record for the largest profit-taking activity since 2026. Currently, the cost basis for short-term holders is approximately $67,100, and after BTC surpassed this level, some previously profitable holders began to shift their assets. Darkfost noted that this rally was driven by several factors. U.S. Treasury Secretary Yellen previously announced that the U.S. would advance long-term Treasury buyback operations and double the scale of related activities, leading to a rapid decline in long-term U.S. Treasury yields. Subsequently, Trump spoke at a White House meeting focused on the crypto industry, stating that the U.S. is considering purchasing large amounts of BTC and urged Congress to pass the Clarity Act, while expressing a desire to facilitate Hyperliquid's entry into the U.S. market. The market remains attentive to whether these policy statements are merely discussions or reflect the U.S. government's genuine intention to become a global crypto hub. Currently, as BTC attempts to break through key resistance levels, including the short-term holders' cost basis, the on-chain behavior of short-term holders continues to warrant close observation.

Bitcoin Short-Term Holders Transfer 44,300 BTC to CEX, Marking Largest Profit-Taking Activity This Year

On August 20, crypto analyst Darkfost reported that Bitcoin recorded its largest single-day increase since February 2026, with a daily rise of 7.1%. This surge pushed Bitcoin prices above the cost basis for short-term holders (STH), triggering large-scale profit-taking among them. Data shows that short-term holders transferred over 44,300 BTC to exchanges yesterday, setting a record for the largest profit-taking activity since 2026. Currently, the cost basis for short-term holders is approximately $67,100; after BTC surpassed this level, some holders who were previously in profit began to shift their assets. Darkfost noted that this price increase was driven by several factors. U.S. Treasury Secretary Yellen previously announced that the U.S. would advance long-term Treasury bond repurchase operations and double the scale of these operations, leading to a rapid decline in long-term U.S. Treasury yields. Subsequently, Trump spoke at a White House meeting focused on the crypto industry, stating that the U.S. is considering purchasing a significant amount of BTC and urged Congress to pass the Clarity Act, while also expressing a desire to facilitate Hyperliquid's entry into the U.S. market. The market continues to monitor whether these policy statements are merely discussions or indicative of the U.S. government's genuine intention to become a global crypto hub. As BTC attempts to break through key resistance levels, including the short-term holders' cost basis, their on-chain behavior remains a point of ongoing interest.

[Short-Term Bitcoin Holders Transfer 44,300 BTC to CEX, Marking Largest Profit-Taking Activity This Year]On August 20, crypto analyst Darkfost reported that Bitcoin recorded its largest single-day increase since February 2026, with a daily rise of 7.1%. This surge pushed Bitcoin prices above the cost basis for short-term holders (STH), triggering large-scale profit-taking among them. Data shows that short-term holders transferred over 44,300 BTC to exchanges yesterday, setting a record for the largest profit-taking activity since 2026. Currently, the cost basis for short-term holders is approximately $67,100; after BTC surpassed this level, some holders who were previously in profit began to shift their assets. Darkfost noted that this price increase was driven by several factors. U.S. Treasury Secretary Yellen previously announced that the U.S. would advance long-term Treasury bond repurchase operations and double the scale of these operations, leading to a rapid decline in long-term U.S. Treasury yields. Subsequently, Trump spoke at a White House meeting focused on the crypto industry, stating that the U.S. is considering purchasing a significant amount of BTC and urged Congress to pass the Clarity Act, while also expressing a desire to facilitate Hyperliquid's entry into the U.S. market. The market continues to monitor whether these policy statements are merely discussions or indicative of the U.S. government's genuine intention to become a global crypto hub. As BTC attempts to break through key resistance levels, including the short-term holders' cost basis, their on-chain behavior remains a point of ongoing interest.

Short-Term Bitcoin Holders Transfer 44,300 BTC to CEX, Marking Largest Profit-Taking Activity This Year

On August 20, Alibaba Group released its financial report for the first quarter of fiscal year 2027, highlighting a comprehensive acceleration in AI commercialization: external commercial revenue from Alibaba Cloud grew by 45%, marking a 22-quarter high; adjusted EBITA increased by 133% year-on-year, with EBITA profit margin rising to 12%; revenue from AI-related products achieved triple-digit year-on-year growth for the twelfth consecutive quarter, establishing AI as a definitive engine for cloud growth. In the consumer sector, instant retail revenue surged by 45% year-on-year, with Taobao's flash purchase market share remaining solid and user experience (UE) showing continuous improvement month-on-month.

[Alibaba Financial Report: AI Commercialization Accelerates, Cloud Growth Hits 45% - A 22-Quarter High]On August 20, Alibaba Group released its financial report for the first quarter of fiscal year 2027, highlighting a comprehensive acceleration in AI commercialization: external commercial revenue from Alibaba Cloud grew by 45%, marking a 22-quarter high; adjusted EBITA increased by 133% year-on-year, with EBITA profit margin rising to 12%; revenue from AI-related products achieved triple-digit year-on-year growth for the twelfth consecutive quarter, establishing AI as a definitive engine for cloud growth. In the consumer sector, instant retail revenue surged by 45% year-on-year, with Taobao's flash purchase market share remaining solid and user experience (UE) showing continuous improvement month-on-month.

Alibaba Financial Report: AI Commercialization Accelerates, Cloud Growth Hits 45% - A 22-Quarter High

On August 20, Alibaba Group released its financial report for the first quarter of fiscal year 2027, highlighting a comprehensive acceleration in AI commercialization: Alibaba Cloud's external commercialization revenue grew by 45%, marking a new high in growth rate over 22 quarters; adjusted EBITA increased by 133% year-on-year, with EBITA profit margin rising to 12%; revenue from AI-related products achieved triple-digit year-on-year growth for the twelfth consecutive quarter, establishing AI as a definitive engine for cloud growth. In the consumer sector, instant retail revenue surged by 45% year-on-year, with Taobao's flash purchase market share remaining stable and user experience continuously improving quarter-on-quarter.

[Alibaba Financial Report: AI Commercialization Accelerates, Cloud Growth Hits 45% - A New 22-Quarter High]On August 20, Alibaba Group released its financial report for the first quarter of fiscal year 2027, highlighting a comprehensive acceleration in AI commercialization: Alibaba Cloud's external commercialization revenue grew by 45%, marking a new high in growth rate over 22 quarters; adjusted EBITA increased by 133% year-on-year, with EBITA profit margin rising to 12%; revenue from AI-related products achieved triple-digit year-on-year growth for the twelfth consecutive quarter, establishing AI as a definitive engine for cloud growth. In the consumer sector, instant retail revenue surged by 45% year-on-year, with Taobao's flash purchase market share remaining stable and user experience continuously improving quarter-on-quarter.

Alibaba Financial Report: AI Commercialization Accelerates, Cloud Growth Hits 45% - A New 22-Quarter High

On the 20th, Wang Ning, the founder of Bubble Mart, stated at today's performance meeting that it is highly unlikely the company will meet the 20% performance target set at the beginning of the year. The company had previously set a revenue growth guidance of 20% by 2026. The high performance base from last year has created some pressure for this year, with greater pressure expected in the second half than in the first half. The company has designated 2026 as a year for operational adjustments, and enhancing sales is not the primary goal.

[Bubble Mart's Wang Ning: Unlikely to Meet 20% Performance Target This Year]On the 20th, Wang Ning, the founder of Bubble Mart, stated at today's performance meeting that it is highly unlikely the company will meet the 20% performance target set at the beginning of the year. The company had previously set a revenue growth guidance of 20% by 2026. The high performance base from last year has created some pressure for this year, with greater pressure expected in the second half than in the first half. The company has designated 2026 as a year for operational adjustments, and enhancing sales is not the primary goal.

Bubble Mart's Wang Ning: Unlikely to Meet 20% Performance Target This Year

财联社8月20日电，WTI原油期货涨幅扩大至2%，报86.093美元/桶。

Bitcoin keeps traders guessing near $64K as stocks gain on cool US PPI data

BubbleMaps Classifies XST as a Potentially Dangerous Road Section Following a 99% Collapse Warning

Baltimore Takes Legal Action Against Sports Prediction Markets

Just Now, DeepSeek Harness Shocks the Open Source World: Everything as a Plugin

Overnight, GPT-5.6 Sol Was Accelerated 14x by OpenAI

Bank of Montreal Reports $2,970 XRP Position in $303 Billion Portfolio

Shinhan Asset Management partners with Plume on tokenized fund pilot

Staking Inflation Reforms Trap Ethereum and Solana

VanEck, Managing Billions, Responds: 'Has Bitcoin's End of the Month Arrived?'

30 Years After Being Crushed by AI, People Have Fallen Back in Love with Chess

财联社8月20日电，WTI原油期货涨幅扩大至2%，报86.093美元/桶。

Disclaimer：Il contenuto di cui sopra non rappresenta le posizioni di HTX.，HTX non fornisce alcuna raccomandazione di trading.。

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