Z.ai vs Manus

Comprehensive side-by-side comparison — features, pricing, performance, and more.

Data last refreshed August 2026

Z.ai

Zhipu AI

Zhipu AI — GLM models & autonomous agents (AutoGLM)

Freemium

69% verification coverage

Manus

Butterfly Effect Pte. Ltd.

General AI agent — less structure, more intelligence

Freemium

77% verification coverage

Trust & Reliability

Z.ai

Users:1M-10M

Manus

Uptime:100%Status page

Users:1M-10M

GDPR

SOC 2

Overall Winner: Manus

6.4/10 vs Z.ai at 4.6/10

Leads in:

Customization

Integration

Ease of Use

Scores are AI-estimated from publicly available data — not an independent test or a verified user rating. How we rank →

AI Comparison Summary

Z.ai

4.6

avg score

Manus

6.4

avg score

Manus leads overall — particularly in Ease of Use and Integration and 1 more.

Based on 7 dimensions

Scores are AI-estimated from publicly available data — not an independent test or a verified user rating. How we rank →

Overall Winner

Manus

6.4 / 10

Z.ai

Best For

Developers tackling complex software engineering and long-horizon agent tasks with GLM-5.3

Enterprises seeking high-performance, cost-effective multimodal large model APIs

Teams needing autonomous agents for complex task planning and execution

Businesses requiring tailored AI models through flexible fine-tuning options

Manus

Best For

Teams automating complex workflows without adding headcount

Teams creating research, slides and websites from a single prompt

Businesses needing SSO, audit logs and SOC 2 Type II compliance for AI agents

* Verdict is based on our algorithmic scoring of publicly available data. Learn about our methodology

Z.ai is best for

💬Chat & Conversation9.0🤖Automation & Agents5.5✍️Writing & Content4.8

Manus is best for

💬Chat & Conversation8.0✍️Writing & Content6.4📊Data & Analytics6.4

Filter by your use case:

Limitations

Z.ai

Cons

No cons listed yet.

Manus

Cons

No cons listed yet.

Weighted Score — Adjust What Matters to You

Pick a profile or drag sliders — scores and radar update instantly on the right.

Quick profiles:

Ease of Use5

Customization5

Support5

Integration5

Compliance & Data Protection5

Performance5

Planning Quality5

Dimension Comparison

Z.ai

4.6

/ 10

Manus

6.4

/ 10

Clear winner

Dimension Breakdown

Ease of Use

How intuitive is onboarding, UI navigation, and day-to-day usage for the target audience?

Z.ai

4.0

Manus

6.0▲ +2.0

Customization

Calculated

How much can users tailor workflows, settings, prompts, or outputs to their needs?

Z.ai

7.0

Manus

8.0▲ +1.0

Support

How strong is the documentation, customer support, community, and learning resources?

Z.ai

4.0

Manus

5.0▲ +1.0

Integration

Calculated

How well does it connect with other tools, APIs, and workflows?

Z.ai

3.0

Manus

7.0▲ +4.0

Compliance & Data Protection

Calculated

Compliance certifications and data-protection posture, counted from ten verified signals: SOC 2 Type II, GDPR compliance, HIPAA, WCAG AA/AAA, PII redaction, licensed-only training, a published sub-processor list, a downloadable DPA, not training on user data, and a documented deletion path

Z.ai

1.0

Manus

6.0▲ +5.0

Performance

Calculated

Latency + throughput speed

Z.ai

5.0

Manus

5.0

Planning Quality

Calculated

Multi-step planning depth + replanning capability

Z.ai

8.0

Manus

8.0

Calculated = derived from structured signals (integration count, API/open-source config, compliance certs, response-time). AI = LLM-assessed from public website content. Methodology

Task Performance

Z.ai

Task

Manus

6.0

Workflow Building

7.0

5.0

Trigger Variety

5.0

6.0

Action Library

7.0

3.0

Error Handling

5.0

Scheduling Capability

7.0

3.0

Conditional Logic

5.0

8.0

Api Connectivity

8.0

5.0

Monitoring Logging

6.0

8.0

Multi Step Chains

8.0

9.0

Autonomous Execution

9.0

3.0

Blog Writing

7.0

3.0

Article Generation

7.0

* Task scores (1–10) are algorithmically generated from publicly available data.

Data is sourced from public information and vendor websites. It may not always be up-to-date — verify pricing and features directly with the vendor before purchasing.Report inaccuracy

Frequently Asked Questions

What are the main differences between Z.ai and Manus?

Z.ai — "Zhipu AI — GLM models & autonomous agents (AutoGLM)". Manus — "General AI agent — less structure, more intelligence". The Features section on this page compares them side by side.

Who is Z.ai best for compared with Manus?

Z.ai is best for Developers tackling complex software engineering and long-horizon agent tasks with GLM-5.3; and for Enterprises seeking high-performance, cost-effective multimodal large model APIs. Manus is best for Teams automating complex workflows without adding headcount; and for Teams creating research, slides and websites from a single prompt.

How does the pricing of Z.ai compare with Manus?

Z.ai is freemium, includes a free plan. Manus is freemium, includes a free plan. Always verify current pricing with the vendor.

Does Z.ai or Manus have a free plan?

Z.ai has a free plan. Manus has a free plan. Always verify current pricing with the vendor.

Do Z.ai and Manus offer an API?

Z.ai offers a public API. Manus offers a public API.

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