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Deployment Brief

GLM 4.5V

GLM 4.5V is a balanced model with standard context support, suited to multimodal analysis and agent workflows for enterprise teams.

Try GLM 4.5V with your team

Last reviewed: 2026-09-02

GLM 4.5V

Z.ai

Stable
Context Window
65,536
Input / 1M
$0.90
Output / 1M
$2.70

What can you do with GLM 4.5V?

Practical ways teams can use GLM 4.5V inside governed AI workflows.

01

Summarize long documents with GLM 4.5V

Condense contracts, policies, technical specs, RFPs, and research reports into decision-ready summaries with GLM 4.5V.

02

Support finance planning with GLM 4.5V

Draft budget narratives, explain spend drivers, create forecast assumptions, and summarize vendor costs with GLM 4.5V.

03

Prepare legal and compliance reviews with GLM 4.5V

Extract obligations, flag risky clauses, compare policy language, and prepare review checklists with GLM 4.5V.

04

Create presentations with GLM 4.5V

Turn notes, research, and meeting outcomes into structured slide outlines, speaker notes, and executive narratives with GLM 4.5V.

05

Code and debug with GLM 4.5V

Draft features, explain unfamiliar code, generate tests, review pull requests, and reason through implementation tradeoffs with GLM 4.5V.

06

Analyze spreadsheets with GLM 4.5V

Interpret CSV exports, explain variance, generate formulas, and identify operational or financial patterns with GLM 4.5V.

07

Draft customer communications with GLM 4.5V

Create support replies, sales follow-ups, onboarding emails, renewal messages, and account updates with GLM 4.5V.

08

Build workflow automations with GLM 4.5V

Plan agent steps, transform data between tools, create structured outputs, and support repeatable operations with GLM 4.5V.

09

Research competitors and markets with GLM 4.5V

Synthesize market signals, positioning, pricing context, customer segments, and competitive risks with GLM 4.5V.

10

Create knowledge-base answers with GLM 4.5V

Answer employee questions from internal policies, product docs, training material, and operating procedures with GLM 4.5V.

11

Improve security reviews with GLM 4.5V

Classify risk, draft incident summaries, review access patterns, and create remediation action lists with GLM 4.5V.

12

Generate product and marketing copy with GLM 4.5V

Create landing-page drafts, positioning variants, launch messaging, ad concepts, and campaign briefs with GLM 4.5V.

Why this model

GLM 4.5V is available in Remova as a standard context option with $0.90 per 1M tokens input pricing, $2.70 per 1M tokens output pricing, and text and image input to text output support.

  • GLM 4.5V offers standard context capacity for enterprise prompts and documents.
  • Current Remova pricing band is balanced: $0.90 per 1M tokens input and $2.70 per 1M tokens output.
  • Best-fit workloads include: Multimodal analysis, Agent workflows, Advanced reasoning.
  • Route requests by policy tier so teams do not overuse capability.

At a glance

Model ID
z-ai/glm-4.5v
Context Window
65,536 tokens
Modality
Text and image input to text output
Input Modalities
Text, Image
Output Modalities
Text
Input Price
$0.90 per 1M tokens
Output Price
$2.70 per 1M tokens
Provider
Z.ai
Listing Date
2025-08-11

Strengths

  • GLM 4.5V is suited for multimodal analysis.
  • Supports standard context for multi-step prompts and larger working sets.
  • Pricing profile is balanced, enabling predictable workload routing decisions.
  • Can be paired with policy guardrails for safer deployment at scale.

Tradeoffs

  • Governance controls are still required for regulated or sensitive workflows.
  • Standard context limits may require chunking or retrieval strategies for large documents.
  • Balanced-price tiers still need policy-based routing to protect monthly budgets.
  • Multimodal pipelines require strict input handling and validation policies for reliability.

Best for

  • GLM 4.5V for document, image, or mixed-input processing pipelines.
  • GLM 4.5V for tool-driven automation with governance checkpoints.
  • GLM 4.5V for complex analysis and long-form decision support.
  • GLM 4.5V for productivity use cases that still need review and escalation paths.

Rollout checklist

  • Define where GLM 4.5V is default vs. fallback in your routing policy.
  • Enable role-based access and policy checks before opening access broadly.
  • Set spend guardrails by team and monitor weekly token consumption.
  • Define escalation rules to premium models before launch.
  • Re-run quality and cost benchmarks monthly as newer releases appear.

Related models

Explore adjacent model profiles for routing and benchmarking decisions.

Free Resource

Where Should Your Team Start with AI?

Tell us your industry and team size. We'll tell you which AI use cases will save the most time with the least setup.

You get

A shortlist of AI use cases ranked by impact and effort for your situation.

Tuning notes

frequency_penalty

Tune repetition control for long responses in multi-step workflows.

include_reasoning

Enable only where reasoning traces add operational value or review quality.

max_tokens

Set completion limits to avoid unpredictable long-output spend.

presence_penalty

Use carefully when expanding idea diversity in exploration-heavy prompts.

Free Assessment

What Could Go Wrong?

5 questions about how your company uses AI today. We'll show you the risks most companies miss until it's too late.

You get

A risk breakdown with the 3 things you should fix first.

Book demo
Knowledge Hub

GLM 4.5V FAQs

Choose GLM 4.5V when the workload aligns with multimodal analysis, agent workflows, advanced reasoning and quality targets justify its pricing profile.
It depends on workload mix. Most organizations use routing policies so routine traffic stays on lower-cost tiers.
Validate quality on real internal prompts, token efficiency, latency, and policy compliance behavior.

Deploy This Model With Governance

Use policy controls, role-based access, and budget guardrails before enabling advanced model tiers at scale.

Try GLM 4.5V with your team