Qwen 3.6 Series' First Model, Focused on Programming and Agents
On April 2, 2026, Alibaba officially released the new generation large language model Qwen 3.6-Plus, the first model in the Qwen 3.6 series. Unlike the 3.5 series which focused on multimodality and visual understanding, the 3.6 series points its core spear at two capabilities: programming and agents.
- •Programming capability leap: In real programming task evaluations like SWE-bench, performance exceeded the previous generation by 2x to 3x, approaching Claude Opus 4.5 series, the world's strongest programming model
- •Agent capability breakthrough: Outstanding performance in real-world Agent evaluations like Claw-Eval and QwenClawBench
- •Native multimodality:具备原生多模态理解和推理能力
- •Affordable pricing: As low as 2 yuan per million tokens on Alibaba Cloud Bailian platform
As China's leading AI data analysis platform, AskTable completed comprehensive adaptation to Qwen 3.6-Plus immediately.
Programming Capability: Strongest in China
Qwen 3.6-Plus performance on multiple authoritative evaluations, approaching Claude Opus 4.5
Qwen 3.6-Plus set new records for domestic models on multiple programming authoritative evaluations:
| Evaluation | Performance |
|---|
| SWE-bench series | Approaching Claude Opus 4.5 series |
| Terminal-Bench 2.0 | Greatly exceeding previous generation |
| NL2Repo | Leading among domestic models |
In real-world programming tasks, Qwen 3.6-Plus demonstrates:
- •Code generation and understanding: High-quality generation of SQL, Python, JavaScript and other language code, greatly improved code quality and executability
- •Bug location and repair: Deeper understanding of complex codebases, accurately locating problems and providing solutions
- •Repository-level development: Support for understanding and operating large-scale code repositories, autonomously completing cross-file modifications and tests
Agent Capabilities: From Execution to Autonomous Decision-Making
Qwen 3.6-Plus's Agent capability achieved a leap from "executing instructions" to "autonomous decision-making":
- •Multimodal Agentic Coding: In frontend and repository-level scenarios, can autonomously decompose tasks, plan paths, test modifications until task completion
- •Enhanced tool calling: More accurate selection and calling of external tools, reducing ineffective calls and hallucinations
- •Complex task decomposition: Facing multi-step, multi-dependency complex tasks, can reasonably plan execution paths
According to data from multiple tech media and evaluation institutions, Qwen 3.6-Plus's overall capability is close to Claude Opus 4.5 models, exceeding other domestic similar models on multiple dimensions.
Key differences from previous generation Qwen 3.5 Plus:
| Dimension | Qwen 3.5 Plus | Qwen 3.6-Plus |
|---|
| Core focus | Multimodality + Cost effectiveness | Programming + Agents |
| Programming capability | Excellent | Approaching Claude Opus 4.5, 2-3x improvement |
| Agent capability | Good | Excellent, supporting autonomous task planning |
| Price | Starting at 0.8 yuan per million tokens | Starting at 2 yuan per million tokens |
3.5 Plus excels in multimodal visual understanding and extreme cost effectiveness, while 3.6-Plus excels in code generation and autonomous Agent capabilities. Each has its strengths for different scenarios.
AskTable brings three core upgrades to data analysis through Qwen 3.6-Plus adaptation:
1. More Accurate Text-to-SQL
Qwen 3.6-Plus's programming capability improvement directly reflects on SQL generation quality:
- •More accurate complex queries: Significant improvement in generation quality for complex SQL like multi-table joins, subqueries, and window functions
- •Stronger code executability: Generated SQL is closer to "running successfully on first try," reducing debugging and correction frequency
- •Finer dialect adaptation: Deeper understanding of SQL dialects for MySQL, PostgreSQL, Oracle, DM, and 20+ other databases
2. More Powerful Data Analysis Agents
With Qwen 3.6-Plus's Agent capabilities, AskTable's data analysis process is more intelligent:
- •Autonomous task decomposition: Automatically decomposes vague instructions like "analyze this month's sales trend" into data querying, trend analysis, chart generation and other subtasks
- •Multi-step reasoning: In data anomaly detection and root cause analysis scenarios, can autonomously reason and find key causes
- •Tool orchestration: Autonomously selects and combines AskTable's built-in data querying, visualization, report generation and other tools
3. Native Multimodal Data Analysis
Qwen 3.6-Plus's native multimodality brings new interaction methods to AskTable:
- •Screenshot querying: Upload a screenshot of a business report, AI automatically recognizes data and generates analysis
- •Chart understanding: Understand existing charts and provide optimization suggestions
- •Multimodal reasoning: Comprehensive analysis combining text, images and other multimodal information
- •Log into AskTable platform: Visit AskTable official website and log into your account
- •Enter model settings: Select "Model Group" in the settings page
- •Choose Qwen 3.6-Plus: Select Tongyi Qianwen Qwen 3.6-Plus from the model list
- •Start analyzing: Use natural language to ask questions and experience stronger programming and Agent capabilities
All AskTable models support:
- •✅ Full coverage of 20+ database types (MySQL, PostgreSQL, Oracle, DM, etc.)
- •✅ Three channels: Text-to-SQL, Text-to-Python, and Text-to-JS
- •✅ Business semantics layer understanding
- •✅ Private deployment and data security guarantees
Qwen 3.6-Plus's release marks a new level achieved by domestic LLMs in programming and Agent capabilities. For AskTable users, this means:
- •More intelligent: AI evolves from "understanding your questions" to "autonomous analysis and giving conclusions"
- •More accurate: SQL and code generation quality greatly improved, reducing manual intervention
AskTable is always committed to providing users with the most cutting-edge AI technology support, letting every enterprise enjoy the latest and strongest AI data analysis capabilities.
Experience AskTable + Qwen 3.6-Plus now and feel the data analysis revolution brought by China's strongest programming model!
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