| Input capabilities | GLM-5.3Text only | GLM-5.3-VisionText, images, video, and files | DeepSeek-V4.1-VisionText and images |
| Engineering / IT | GLM-5.3Complex debugging, architecture, large refactors | GLM-5.3-VisionEveryday coding, tests, UI development from screenshots | DeepSeek-V4.1-VisionAgentic coding loops, code review, fixes from error screenshots |
| Cybersecurity | GLM-5.3Deep vulnerability analysis and remediation | GLM-5.3-VisionAlert triage, evidence summaries, incident reports | DeepSeek-V4.1-VisionVulnerability triage, suspicious screenshot and log review |
| Data / Analytics | GLM-5.3Complex analysis, pipeline debugging | GLM-5.3-VisionRoutine SQL, data cleanup, chart and dashboard interpretation | DeepSeek-V4.1-VisionData extraction and classification, chart reading |
| Finance | GLM-5.3Complex modeling, reconciliation investigations | GLM-5.3-VisionSpreadsheet reports, financial charts, scanned documents | DeepSeek-V4.1-VisionReceipt and invoice image extraction, expense checks |
| Operations / Procurement | GLM-5.3Process design, complicated exceptions | GLM-5.3-VisionInvoice extraction, supplier comparisons, SOPs | DeepSeek-V4.1-VisionIntake triage in automated workflows, form and label reading |
| Sales / Customer Success | GLM-5.3Complex RFPs and technical proposals | GLM-5.3-VisionAccount briefs, follow-ups, CRM updates, customer slides | DeepSeek-V4.1-VisionLead qualification from supplied data, personalized outreach drafts |
| Marketing | GLM-5.3Research synthesis, complex campaign analysis | GLM-5.3-VisionContent variants, presentations, visual and video analysis | DeepSeek-V4.1-VisionCopy variants, image tagging, creative review |
| HR | GLM-5.3Policy comparisons, complex workflow design | GLM-5.3-VisionEmployee FAQs, onboarding materials, training decks | DeepSeek-V4.1-VisionPolicy Q&A assistants, form image review |
| Customer Support | GLM-5.3Difficult technical escalations | GLM-5.3-VisionTicket routing, reply drafts, customer screenshot analysis | DeepSeek-V4.1-VisionHigh-volume ticket triage, screenshot troubleshooting |
| Leadership / Product | GLM-5.3Trade-off analysis, technical feasibility | GLM-5.3-VisionMeeting summaries, project updates, dashboard interpretation | DeepSeek-V4.1-VisionResearch digests, feedback clustering, UI screenshot review |