Windsurf (formerly Codeium) vs Zhipu AI GLM Coding Plan
The definitive head-to-head comparison for Vibe Coders.
Windsurf (formerly Codeium)
Zhipu AI GLM Coding Plan
Quick Comparison
| Feature | Windsurf (formerly Codeium) | Zhipu AI GLM Coding Plan |
|---|---|---|
| Agentic / Autonomous Mode | ||
| Code Autocomplete | ||
| Chat / Prompt-Based Coding | ||
| Multi-file Editing | ||
| Image / Design to Code |
Scroll down for in-depth category breakdowns ↓
Windsurf (formerly Codeium) vs Zhipu AI GLM Coding Plan: find out which platform fits your Vibe Coding workflow with a deep dive into AI capabilities, pricing, integrations, and real developer experience. This head-to-head overview highlights what makes each tool unique so you can make the right choice for your next build.
The Winner
Windsurf (formerly Codeium) is the Vibe Coding Champion
AI & Coding Features
| Feature | Windsurf (formerly Codeium) | Zhipu AI GLM Coding Plan |
|---|---|---|
| Agentic / Autonomous Mode | ||
| Code Autocomplete | ||
| Chat / Prompt-Based Coding | ★ | |
| Multi-file Editing | ||
| Image / Design to Code |
Windsurf (formerly Codeium) is built around agentic cascade for multi-step coding with tool use, while Zhipu AI GLM Coding Plan focuses on glm-4.7 model with 73.8% swe-bench score. The key question is whether you need agentic capabilities that autonomously handle multi-step tasks, or inline completions that keep you in flow as you type. Review the table above to see which AI features each tool actually offers.
Windsurf (formerly Codeium)Zhipu AI GLM Coding PlanPlatform & Access
| Feature | Windsurf (formerly Codeium) | Zhipu AI GLM Coding Plan |
|---|---|---|
| Runs in Browser | ★ | |
| Built-in Deployment | ★ | |
| Git Integration | ||
| Open Source | ★ |
Windsurf (formerly Codeium) and Zhipu AI GLM Coding Plan take different approaches to where and how you code. Whether a tool runs in your browser or requires a local install matters for getting started quickly. Built-in deployment means you can go from prompt to live app without switching tools. Consider what fits your workflow — some builders prefer everything in the browser, while others want the power of a local IDE.
Windsurf (formerly Codeium)Zhipu AI GLM Coding PlanPricing & Cost
| Feature | Windsurf (formerly Codeium) | Zhipu AI GLM Coding Plan |
|---|---|---|
| Free Plan Available | ★ | |
| Starting Price | Free + Pro | Enterprise |
| Token / Credit Based | ||
| Can Buy More Credits | — | |
| Has Daily / Usage Limits |
Windsurf (formerly Codeium) is priced at free + pro, with a free entry point. Zhipu AI GLM Coding Plan is priced at enterprise. Pay attention to daily limits — some tools throttle usage even on paid plans during heavy coding sessions. Check whether you can buy additional credits if you hit the ceiling mid-project.
Windsurf (formerly Codeium)Zhipu AI GLM Coding PlanWhich Should You Choose?
Use these decision criteria to find the right tool for your workflow.
Choose Windsurf (formerly Codeium) if…
- ✓You work on enterprise development projects
- ✓You work on complex projects projects
- ✓You need agentic cascade for multi-step coding with tool use
- ✓You need windsurf tab + supercomplete autocomplete across ides
- ✓You need in-ide previews and beta app deploys to netlify
Choose Zhipu AI GLM Coding Plan if…
- ✓You work on budget-conscious developers projects
- ✓You work on teams seeking copilot alternatives projects
- ✓You need glm-4.7 model with 73.8% swe-bench score
- ✓You need budget-friendly at $3/month starting tier
- ✓You need openai and anthropic api compatibility
Why these tools are being compared
Both Windsurf (formerly Codeium) and Zhipu AI GLM Coding Plan compete for builders who want fast, AI-assisted creation without losing control of their stack. Windsurf (formerly Codeium) is built around agentic cascade for multi-step coding with tool use, while Zhipu AI GLM Coding Plan is designed for glm-4.7 model with 73.8% swe-bench score. This matchup helps clarify which strengths matter most for your next launch.
Feature and pricing takeaways
On pricing, Windsurf (formerly Codeium) offers free + pro, whereas Zhipu AI GLM Coding Plan lists enterprise. Feature-wise, Windsurf (formerly Codeium) stands out for agentic cascade for multi-step coding with tool use and windsurf tab + supercomplete autocomplete across ides, while Zhipu AI GLM Coding Plan delivers glm-4.7 model with 73.8% swe-bench score and budget-friendly at $3/month starting tier. If you care about AI speed and responsiveness, compare the feature breakdown below to see which tool keeps your flow steady.
Who should choose each tool
Choose Windsurf (formerly Codeium) if you need Enterprise Development and want a stack centered on Developer IDEs & Agents. Pick Zhipu AI GLM Coding Plan when you value Budget-conscious developers and prefer a tool that matches AI Assistants & Code Review. Check the feature comparison above to see which tool fits your workflow best.
Interface Comparison
Windsurf (formerly Codeium)
Side-by-side interface comparison
At a Glance
| Detail | Windsurf (formerly Codeium) | Zhipu AI GLM Coding Plan |
|---|---|---|
| Pricing | Free + Pro | Enterprise |
| Trusted Rating | 4.2/5 (G2) | N/A |
| Category | Developer IDEs & Agents | AI Assistants & Code Review |
| Best For | Enterprise Development | Budget-conscious developers |
| Key Strength | Agentic Cascade for multi-step coding with tool use | GLM-4.7 model with 73.8% SWE-bench score |
FAQs: Windsurf (formerly Codeium) vs Zhipu AI GLM Coding Plan
- What is the main difference between Windsurf (formerly Codeium) and Zhipu AI GLM Coding Plan?
- Windsurf (formerly Codeium) focuses on agentic cascade for multi-step coding with tool use while Zhipu AI GLM Coding Plan highlights glm-4.7 model with 73.8% swe-bench score. Both target vibe coding workflows, but their onboarding, AI depth, and pricing models feel different.
- Which tool is better for speed and flow?
- Both Windsurf (formerly Codeium) and Zhipu AI GLM Coding Plan aim for smooth iteration. Check the feature comparison above to see which matches your workflow — factors like setup time, AI responsiveness, and integration depth matter most.
- How do Windsurf (formerly Codeium) and Zhipu AI GLM Coding Plan compare on pricing?
- Windsurf (formerly Codeium) lists free + pro, whereas Zhipu AI GLM Coding Plan offers enterprise. Consider which aligns with your budget and whether you need free tiers, seat-based plans, or bundled AI features.
- Who should choose Windsurf (formerly Codeium) vs Zhipu AI GLM Coding Plan?
- Windsurf (formerly Codeium) fits teams that value Enterprise Development, while Zhipu AI GLM Coding Plan suits those prioritizing Budget-conscious developers. If you need category-specific guardrails, start with the tool that matches your daily workflows.
- Is Windsurf (formerly Codeium) or Zhipu AI GLM Coding Plan better overall?
- "Better" depends on your specific workflow. Review the head-to-head feature comparisons above to identify which tool aligns with your priorities — pricing, integrations, and AI capabilities all factor in.
- Does Windsurf (formerly Codeium) have a free plan?
- Yes, Windsurf (formerly Codeium) offers a free entry point: Free + Pro. This makes it easy to trial before committing to a paid plan.
- Can I use Zhipu AI GLM Coding Plan for free?
- Zhipu AI GLM Coding Plan does not offer a free plan at this time. Pricing is Enterprise. Look for a trial period or demo on their official website.
In summary, Windsurf (formerly Codeium) vs Zhipu AI GLM Coding Plan comes down to how you prioritize speed, AI assistance, and pricing flexibility. Scan the feature showdown and FAQs to match your workflow, then jump into the free trials to feel which experience delivers the best vibe.
Looking for more options?
Explore comprehensive alternative guides for both tools to find the perfect fit for your needs
Windsurf (formerly Codeium) Alternatives
Compare Windsurf (formerly Codeium) with other Developer IDEs & Agents tools and find the best alternative for your workflow
Zhipu AI GLM Coding Plan Alternatives
Compare Zhipu AI GLM Coding Plan with other AI Assistants & Code Review tools and find the best alternative for your workflow
Ready to make your choice?
Try both tools for free and discover which one fits your vibe coding workflow
Windsurf (formerly Codeium)
Windsurf (formerly Codeium): Agentic AI IDE with Cascade & Tab
Zhipu AI GLM Coding Plan
Zhipu AI GLM Coding Plan (Z.ai) - Budget GLM-4.7 API for Coding