Kili Technology vs 豆包：怎么选？

关于 Kili Technology

I have been using Kili for 6 months now on a wide range of labeling use cases (both in computer vision and natural language processing). The stability offered by the tool is essential when you have tight deadlines and large volumes of data to annotate. Our team of over 1000 workers is accustomed to the tool, we were able to easily integrate our workforce management tool with Kili with the SSO functionality.Seraphin G, G2 ReviewerKili is a powerful and easy-to-use tool for data labeling and annotation. The interface is user-friendly and offers several interesting features. The customer support team is also responsive and helpful.Beatrice D, G2 ReviewerSoftware to engage both labelers and business lines in the necessary but tedious task of labeling and annotation, served by a dedicated team to listen to your problems.G2 ReviewerThanks to the fact that our AI infrastructure now includes Kili Technology, we can use the tool for all kinds of projects... LCL teams can accelerate drastically the creation of their training datasets, which means a significant improvement for all the parties involved.Axel Cypel, AI Expert at LCLWith the choice of Kili, we are much more confident about the future. We decided to eliminate a large part of the technical debt by choosing a solution that will be perfectly mastered across a whole range of data science and AI projects.Phileas Condemine, Data Science Lead at CovéaI have been using Kili for 6 months now on a wide range of labeling use cases (both in computer vision and natural language processing). The stability offered by the tool is essential when you have tight deadlines and large volumes of data to annotate. Our team of over 1000 workers is accustomed to the tool, we were able to easily integrate our workforce management tool with Kili with the SSO functionality.Seraphin G, G2 ReviewerKili is a powerful and easy-to-use tool for data labeling and annotation. The interface is user-friendly and offers several interesting features. The customer support team is also responsive and helpful.Beatrice D, G2 ReviewerSoftware to engage both labelers and business lines in the necessary but tedious task of labeling and annotation, served by a dedicated team to listen to your problems.G2 ReviewerThanks to the fact that our AI infrastructure now includes Kili Technology, we can use the tool for all kinds of projects... LCL teams can accelerate drastically the creation of their training datasets, which means a significant improvement for all the parties involved.Axel Cypel, AI Expert at LCLWith the choice of Kili, we are much more confident about the future. We decided to eliminate a large part of the technical debt by choosing a solution that will be perfectly mastered across a whole range of data science and AI projects.Phileas Condemine, Data Science Lead at CovéaRated4.7on G2

I have been using Kili for 6 months now on a wide range of labeling use cases (both in computer vision and natural language processing). The stability offered by the tool is essential when you have tight deadlines and large volumes of data to annotate. Our team of over 1000 workers is accustomed to the tool, we were able to easily integrate our workforce management tool with Kili with the SSO functionality.Seraphin G, G2 ReviewerKili is a powerful and easy-to-use tool for data labeling and annotation. The interface is user-friendly and offers several interesting features. The customer support team is also responsive and helpful.Beatrice D, G2 ReviewerSoftware to engage both labelers and business lines in the necessary but tedious task of labeling and annotation, served by a dedicated team to listen to your problems.G2 ReviewerThanks to the fact that our AI infrastructure now includes Kili Technology, we can use the tool for all kinds of projects... LCL teams can accelerate drastically the creation of their training datasets, which means a significant improvement for all the parties involved.Axel Cypel, AI Expert at LCLWith the choice of Kili, we are much more confident about the future. We decided to eliminate a large part of the technical debt by choosing a solution that will be perfectly mastered across a whole range of data science and AI projects.Phileas Condemine, Data Science Lead at CovéaI have been using Kili for 6 months now on a wide range of labeling use cases (both in computer vision and natural language processing). The stability offered by the tool is essential when you have tight deadlines and large volumes of data to annotate. Our team of over 1000 workers is accustomed to the tool, we were able to easily integrate our workforce management tool with Kili with the SSO functionality.Seraphin G, G2 ReviewerKili is a powerful and easy-to-use tool for data labeling and annotation. The interface is user-friendly and offers several interesting features. The customer support team is also responsive and helpful.Beatrice D, G2 ReviewerSoftware to engage both labelers and business lines in the necessary but tedious task of labeling and annotation, served by a dedicated team to listen to your problems.G2 ReviewerThanks to the fact that our AI infrastructure now includes Kili Technology, we can use the tool for all kinds of projects... LCL teams can accelerate drastically the creation of their training datasets, which means a significant improvement for all the parties involved.Axel Cypel, AI Expert at LCLWith the choice of Kili, we are much more confident about the future. We decided to eliminate a large part of the technical debt by choosing a solution that will be perfectly mastered across a whole range of data science and AI projects.Phileas Condemine, Data Science Lead at Covéa

FeaturesEverything you need — all in one placeAll your essential tools — connected in one powerful platform. From performance tracking to team collaboration, everything works together seamlessly.Analytics that speak the language of growthMonitor revenue in real-time, uncover trends, and make confident financial decisions.Learn more →Timing that drives performanceEasily track time, manage tasks, and measure productivity — without the hassle.Learn more →Collaboration made simple and transparentAdd teammates, assign roles, and stay aligned — all in one clean, intuitive workspace.Learn more →Intelligent AnalysisGet instant visibility into patterns, trends, and key data points in your workspace.Change TrackingEasily track time, manage tasks, and measure productivity.Smart SuggestionsGet adaptive tips that match your habits and boost daily efficiency.Fast Content FinderFind the information you need in seconds — using keywords, filters, or tags.Smart InsightsAutomatically detect key data, risks, or anomalies in your workflows.Rapid SearchFind files, notes, or actions fast with intuitive filters and keyword lookup.Activity LoggingSee who did what, when — across all projects, tasks, and shared documents.Contextual TipsHelpful, timely suggestions to keep your work flowing smoothly and efficiently.Explore All FeaturesPlansSupercharge your growthWhether you’re just getting started or scaling fast — choose a plan that fits your pace. Simple pricing. No surprises. Cancel anytime.MonthlyYearsSave 20%StarterGreat for freelancers or side projects just getting started.$0/month1 workspaceUp to 3 usersBasic dashboards & charts2 active projects500 MB file storageGet StartedPopularProBuilt for growing teams that need power, flexibility, and speed.$9/month1 workspaceUp to 10 usersAdvanced analyticsUnlimited projects & tasks100 GB file storageGet StartedEnterpriseEverything your organization needs — plus hands-on support.$19/month1 workspaceUp to 3 usersBasic dashboards & charts2 active projects500 MB file storageGet StartedStarterGreat for freelancers or side projects just getting started.$0/year1 workspaceUp to 3 usersBasic dashboards & charts2 active projects500 MB file storageGet startedPopularProBuilt for growing teams that need power, flexibility, and speed.$19/year1 workspaceUp to 10 usersAdvanced analyticsUnlimited projects & tasks100 GB file storageGet startedStarterGreat for freelancers or side projects just getting started.$39/yearUnlimited usersUnlimited usersCustom analyticsTeam training & onboarding sessions1 TB file storageGet startedCompare plans

核心功能

• 1 workspace（自动优化版）
• Up to 3 users（自动优化版）
• Basic dashboards & charts（自动优化版）
• 2 active projects（自动优化版）
• 500 MB file storage（自动优化版）
• Up to 10 users（自动优化版）
• Advanced analytics（自动优化版）
• Unlimited projects & tasks（自动优化版）

关于 豆包 豆包是字节跳动推出的AI智能助手，目前已从基础的问答对话工具发展为具备复杂任务执行能力的生产力平台。截至2026年6月，豆包大模型日均Token调用量已突破180万亿，月活跃用户约3.45亿，稳居国内消费级大模型用户规模榜首。

一、核心功能

豆包的功能体系可划分为三大板块：

1. 基础AI能力（免费版核心）

免费版用户可正常使用上述全部功能，且可在一定额度内体验办公任务模式（搭载豆包2.1 Turbo模型）。

2. 办公任务模式（专业版核心突破）

2026年6月24日，豆包正式推出豆包专业版，上线基于Agent驱动的“办公任务模式”。与传统对话模式不同，该模式能够：

1. 理解复杂工作目标，自主拆解为多步任务
2. 调用各类工具完成全流程执行（本地电脑、浏览器、Office套件、飞书等）
3. 后台运行长任务，用户可脱身处理其他工作
4. 定时执行重复任务，如每日日报、定期报告汇总

关键能力实测表现：

3. 智能体与Skills（技能生态）

豆包支持智能体（Agent）创建与分享，用户可根据学习、工作、创作、生活等场景定制专属智能体。

“Skills（技能）”是另一重要能力，首批包括文档、表格、PPT、创意设计、操作浏览器、可视化讲解等，以及金融行业专业技能。用户还可以创建、安装自己的专属技能。