Manus vs Z.ai
Comprehensive side-by-side comparison — features, pricing, performance, and more.
Trust & Reliability
Z.ai
Too Close to Call
Manus (6.5) vs Z.ai (6.3) — difference of 0.3 points
Scores are AI-estimated from publicly available data — not an independent test or a verified user rating. How we rank →
Manus
6.5
avg score
Z.ai
6.3
avg score
Both tools score very similarly overall — the best choice depends on your specific priorities.
Scores are AI-estimated from publicly available data — not an independent test or a verified user rating. How we rank →
Too close to call — it's a tie
Manus
Z.ai
* Verdict is based on our algorithmic scoring of publicly available data. Learn about our methodology
Manus is best for
Z.ai is best for
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Limitations
ManusCons
- AI-generated responses can sometimes be incomplete or contain inaccuracies, requiring human verification
- Requires a paid Slack plan to access AI features within the app
- Free plan sandbox data is retained for only 7 days, paid plans for 14 days
- Only processes one user request at a time per Slack thread
- No explicit mention of support for custom tool creation beyond installing software in the sandbox
Z.aiCons
- Information on specific pricing tiers and detailed API costs is not readily available
- Limited explicit details on data privacy, security certifications, and compliance beyond general statements
- No clear information on supported tools or external integrations beyond internal AI search
- The platform's primary language is Chinese, which may pose a barrier for non-Chinese speaking users
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Dimension Comparison
Manus
6.5
/ 10
Z.ai
6.3
/ 10
Dimension Breakdown
Ease of Use
AIHow intuitive is onboarding, UI navigation, and day-to-day usage for the target audience?
Output Quality
AIHow accurate, reliable, and useful are the outputs this product generates?
Value for Money
AIHow well does the pricing match the features and output quality delivered?
Customization
CalculatedHow much can users tailor workflows, settings, prompts, or outputs to their needs?
Support
AIHow strong is the documentation, customer support, community, and learning resources?
Integration
CalculatedHow well does it connect with other tools, APIs, and workflows?
Accuracy & Reliability
AIFactual accuracy and hallucination resistance
Compliance & Data Protection
CalculatedCompliance certifications and data-protection posture, aggregated from verified compliance signals
Performance
CalculatedLatency + throughput speed
Task Completion
AIEnd-to-end task success rate
Tool Use Correctness
AIPicks the correct tool + correct arguments
Planning Quality
CalculatedMulti-step planning depth + replanning capability
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
Manus
Task
Z.ai
* Task scores (1–10) are algorithmically generated from publicly available data.