HomeAliyun QoderWork Unveils Peak-Valley Token: Off-Peak Qwen3.7-Max Usage at 20% Discount
Alibaba Cloud has announced that QoderWork now offers the "Peak-Valley Token" billing model. By encouraging users to run AI workloads during off-peak hours, this approach enables precise allocation of resources like the Qwen3.7 series large models, providing significant cost savings for enterprises and developers deploying large model applications.
The new "Peak-Valley Token" promotion applies primarily to nighttime hours, from 10 PM to 8 AM the next day. Tasks executed during this window automatically qualify for discounts as low as 20%, with the flagship Qwen3.7-Max model seeing the deepest reduction. This night-time discount extends across all product lines, including QoderWork, QoderDesktop, and the CLI (Command Line Interface).
In practice, users can schedule tasks during the day or submit long-running instructions before bedtime. The intelligent agent then autonomously handles the entire workflow overnight, delivering results ready for review the next morning. This off-peak execution model not only eases daytime computing pressure but also cuts token consumption to between 20% and 40% of daytime levels.
Industry experts note that as large models evolve toward multimodal, long-sequence, and complex agent collaboration, the industry faces twin challenges of compute power shortages and commercial profitability. Alibaba Cloud's move introduces a time-of-use billing concept for AI compute, akin to electricity pricing, and leverages pricing incentives to effectively allocate idle nighttime capacity. This model could lower the marginal cost of round-the-clock AI agent deployment for enterprises, driving a shift from real-time interaction to autonomous nighttime production.
Related article
How to optimize SEO for Google Japan and Yahoo Japan?
Master Loom: Create and Share Professional Videos with AITable of ContentsIntroduction to LoomAccessing LoomRecording OptionsFull ScreenWindowCameraAudio and Sound QualityEditing and CustomizationBackground OptionsEditing the VideoAdding EffectsShari
How does Google Japan algorithm work for SEO?
AI-Generated MrBeast ThumbnailsTable of ContentsIntroductionMr Beast's Body Transformation ChallengeExploring Thumbnail Concepts for the ChallengeEnhancing Mr Beast's Body in PhotosApplying AI Techniques for Body TransformationsCreating Concept Thumb
Aliyun Qwen Hits 30M Users in First Month, Open-Source Context Drives New Enterprise Agent Paradigm
Just one month after its launch, Alibaba’s AI office suite "QwenWork" has achieved remarkable traction, surpassing 30 million users with over half being enterprise clients, signaling a significant uptick in corporate AI adoption.In the last 30 days,
Related Special Topic Recommendations
Design & Art
Top AI Illustration Tools: Create Editorial Scenes and Cover Art Faster
2026 Latest Top-rated AI Illustration Tools: Our curated list features the best powerfully designed tools for creating stunning editorial scenes and eye-catching cover art quickly. Each option has gone through rigorous real-world tests, offering a free vs paid comparison to help you find the perfect match for your workflow. Try these must-try solutions today to unlock your AI edge and boost your creative productivity. Explore now at XIX.AI.
10 tools
xix.ai
Education and Learning
Top AI Tutors for Exam Prep: Practice Math, Science, and English
2026 Latest Top-Rated Best AI Tutors for Exam Prep are here on XIX.AI! Our curated list features powerful game-changing tools that offer free vs paid comparison, real-world tests, and weekly updated rankings. They help boost your writing efficiency, simplify complex topic learning, and unlock your academic potential. Explore now to Discover your perfect exam prep tool and Start creating today to Unlock your AI edge!
10 tools
xix.ai
Finance
AI Budget Planning Tools for Personal Money Management
2026 Latest Best Top-Rated AI Budget Planning Tools for Personal Money Management are here on XIX.AI! This curated collection features powerful, game-changing solutions that help you conduct real-world tests, understand spending habits, and create personalized plans to boost productivity. Enjoy a free vs paid comparison along with detailed rankings. Must-try tools designed to simplify money management and unlock your AI edge. Explore now!
11 tools
xix.ai
Health & Wellness
AI Sleep Tracking Assistants: Improve Recovery with Better Bedtime Habits
2026 Latest Best Top-Rated AI Sleep Tracking Assistants curated for ultimate recovery. This fully updated weekly guide features powerful tools that deliver real-world tests, free vs paid comparison, and detailed rankings to help you find the must-try solution that boosts sleep quality and supports better bedtime habits. Explore now at XIX.AI to Unlock your AI edge.
10 tools
xix.ai
Data Analysis
AI SQL Copilots for Product and Revenue Analytics
2026 Latest Best Top-Rated AI SQL Copilots for Product and Revenue Analytics! XIX.AI has curated a powerful, game-changing collection of must-try tools that undergo real-world tests through weekly updated rankings. These tools help users boost productivity significantly by accelerating data analysis, streamlining complex queries, and generating accurate insights to drive smarter business decisions. Explore now to Discover your perfect tool for unlocking your AI edge!
14 tools
xix.ai
Education and Learning
Best AI Homework Helpers That Teach: Learn Concepts, Not Just Answers
2026 Latest Best Top-Rated AI Homework Helpers That Teach Core Concepts Not Just Answers Powerful Tools for Students Must-Try Curated List Weekly Updated Free vs Paid Comparison Real-World Tests Accurate Rankings to Help You Unlock Your Full Learning Potential Explore now to Discover your perfect tool for smarter studying.
10 tools
xix.ai
Comments (1)
0/500
![FredYoung]()
So they’re basically charging you extra for using AI during peak hours and giving a 20% discount when nobody’s watching? 🤔 Kinda like surge pricing but for GPUs. Wonder if this will actually push developers to schedule their batch jobs at 3am or just make them annoyed. Also, is "Peak-Valley Token" a fancy way of saying "we need to maximize idle resource utilization"? 😅
Alibaba Cloud has announced that QoderWork now offers the "Peak-Valley Token" billing model. By encouraging users to run AI workloads during off-peak hours, this approach enables precise allocation of resources like the Qwen3.7 series large models, providing significant cost savings for enterprises and developers deploying large model applications.
The new "Peak-Valley Token" promotion applies primarily to nighttime hours, from 10 PM to 8 AM the next day. Tasks executed during this window automatically qualify for discounts as low as 20%, with the flagship Qwen3.7-Max model seeing the deepest reduction. This night-time discount extends across all product lines, including QoderWork, QoderDesktop, and the CLI (Command Line Interface).
In practice, users can schedule tasks during the day or submit long-running instructions before bedtime. The intelligent agent then autonomously handles the entire workflow overnight, delivering results ready for review the next morning. This off-peak execution model not only eases daytime computing pressure but also cuts token consumption to between 20% and 40% of daytime levels.
Industry experts note that as large models evolve toward multimodal, long-sequence, and complex agent collaboration, the industry faces twin challenges of compute power shortages and commercial profitability. Alibaba Cloud's move introduces a time-of-use billing concept for AI compute, akin to electricity pricing, and leverages pricing incentives to effectively allocate idle nighttime capacity. This model could lower the marginal cost of round-the-clock AI agent deployment for enterprises, driving a shift from real-time interaction to autonomous nighttime production.
How to optimize SEO for Google Japan and Yahoo Japan?
Master Loom: Create and Share Professional Videos with AITable of ContentsIntroduction to LoomAccessing LoomRecording OptionsFull ScreenWindowCameraAudio and Sound QualityEditing and CustomizationBackground OptionsEditing the VideoAdding EffectsShari
How does Google Japan algorithm work for SEO?
AI-Generated MrBeast ThumbnailsTable of ContentsIntroductionMr Beast's Body Transformation ChallengeExploring Thumbnail Concepts for the ChallengeEnhancing Mr Beast's Body in PhotosApplying AI Techniques for Body TransformationsCreating Concept Thumb
Aliyun Qwen Hits 30M Users in First Month, Open-Source Context Drives New Enterprise Agent Paradigm
Just one month after its launch, Alibaba’s AI office suite "QwenWork" has achieved remarkable traction, surpassing 30 million users with over half being enterprise clients, signaling a significant uptick in corporate AI adoption.In the last 30 days,
2026 Latest Top-rated AI Illustration Tools: Our curated list features the best powerfully designed tools for creating stunning editorial scenes and eye-catching cover art quickly. Each option has gone through rigorous real-world tests, offering a free vs paid comparison to help you find the perfect match for your workflow. Try these must-try solutions today to unlock your AI edge and boost your creative productivity. Explore now at XIX.AI.
10 tools
xix.ai
2026 Latest Top-Rated Best AI Tutors for Exam Prep are here on XIX.AI! Our curated list features powerful game-changing tools that offer free vs paid comparison, real-world tests, and weekly updated rankings. They help boost your writing efficiency, simplify complex topic learning, and unlock your academic potential. Explore now to Discover your perfect exam prep tool and Start creating today to Unlock your AI edge!
10 tools
xix.ai
2026 Latest Best Top-Rated AI Budget Planning Tools for Personal Money Management are here on XIX.AI! This curated collection features powerful, game-changing solutions that help you conduct real-world tests, understand spending habits, and create personalized plans to boost productivity. Enjoy a free vs paid comparison along with detailed rankings. Must-try tools designed to simplify money management and unlock your AI edge. Explore now!
11 tools
xix.ai
2026 Latest Best Top-Rated AI Sleep Tracking Assistants curated for ultimate recovery. This fully updated weekly guide features powerful tools that deliver real-world tests, free vs paid comparison, and detailed rankings to help you find the must-try solution that boosts sleep quality and supports better bedtime habits. Explore now at XIX.AI to Unlock your AI edge.
10 tools
xix.ai
2026 Latest Best Top-Rated AI SQL Copilots for Product and Revenue Analytics! XIX.AI has curated a powerful, game-changing collection of must-try tools that undergo real-world tests through weekly updated rankings. These tools help users boost productivity significantly by accelerating data analysis, streamlining complex queries, and generating accurate insights to drive smarter business decisions. Explore now to Discover your perfect tool for unlocking your AI edge!
14 tools
xix.ai
2026 Latest Best Top-Rated AI Homework Helpers That Teach Core Concepts Not Just Answers Powerful Tools for Students Must-Try Curated List Weekly Updated Free vs Paid Comparison Real-World Tests Accurate Rankings to Help You Unlock Your Full Learning Potential Explore now to Discover your perfect tool for smarter studying.
10 tools
xix.ai
So they’re basically charging you extra for using AI during peak hours and giving a 20% discount when nobody’s watching? 🤔 Kinda like surge pricing but for GPUs. Wonder if this will actually push developers to schedule their batch jobs at 3am or just make them annoyed. Also, is "Peak-Valley Token" a fancy way of saying "we need to maximize idle resource utilization"? 😅
