Quick Profile

UI-TARS 7B

UI-TARS 7B is a cost-efficient model with standard context support, suited to multimodal analysis and agent workflows for enterprise teams.

Try UI-TARS 7B with your team

Last reviewed: 2026-09-02

UI-TARS 7B

ByteDance

Stable

Context Window

128,000

Input / 1M

$0.15

Output / 1M

$0.30

What can you do with UI-TARS 7B?

Practical ways teams can use UI-TARS 7B inside governed AI workflows.

Build workflow automations with UI-TARS 7B

Plan agent steps, transform data between tools, create structured outputs, and support repeatable operations with UI-TARS 7B.

Create knowledge-base answers with UI-TARS 7B

Answer employee questions from internal policies, product docs, training material, and operating procedures with UI-TARS 7B.

Improve security reviews with UI-TARS 7B

Classify risk, draft incident summaries, review access patterns, and create remediation action lists with UI-TARS 7B.

Summarize long documents with UI-TARS 7B

Condense contracts, policies, technical specs, RFPs, and research reports into decision-ready summaries with UI-TARS 7B.

Create presentations with UI-TARS 7B

Turn notes, research, and meeting outcomes into structured slide outlines, speaker notes, and executive narratives with UI-TARS 7B.

Code and debug with UI-TARS 7B

Draft features, explain unfamiliar code, generate tests, review pull requests, and reason through implementation tradeoffs with UI-TARS 7B.

Analyze spreadsheets with UI-TARS 7B

Interpret CSV exports, explain variance, generate formulas, and identify operational or financial patterns with UI-TARS 7B.

Draft customer communications with UI-TARS 7B

Create support replies, sales follow-ups, onboarding emails, renewal messages, and account updates with UI-TARS 7B.

Prepare legal and compliance reviews with UI-TARS 7B

Extract obligations, flag risky clauses, compare policy language, and prepare review checklists with UI-TARS 7B.

Research competitors and markets with UI-TARS 7B

Synthesize market signals, positioning, pricing context, customer segments, and competitive risks with UI-TARS 7B.

Support finance planning with UI-TARS 7B

Draft budget narratives, explain spend drivers, create forecast assumptions, and summarize vendor costs with UI-TARS 7B.

Generate product and marketing copy with UI-TARS 7B

Create landing-page drafts, positioning variants, launch messaging, ad concepts, and campaign briefs with UI-TARS 7B.

Why this model

UI-TARS 7B is available in Remova as a standard context option with $0.15 per 1M tokens input pricing, $0.30 per 1M tokens output pricing, and text and image input to text output support.

UI-TARS 7B offers standard context capacity for enterprise prompts and documents.
Current Remova pricing band is cost-efficient: $0.15 per 1M tokens input and $0.30 per 1M tokens output.
Best-fit workloads include: Multimodal analysis, Agent workflows.
Keep role-based access in place before broad rollout.

At a glance

Model ID: bytedance/ui-tars-1.5-7b
Context Window: 128,000 tokens
Modality: Text and image input to text output
Input Modalities: Image, Text
Output Modalities: Text
Input Price: $0.15 per 1M tokens
Output Price: $0.30 per 1M tokens
Provider: ByteDance
Listing Date: 2025-07-22

Strengths

UI-TARS 7B is suited for multimodal analysis.
Supports standard context for multi-step prompts and larger working sets.
Pricing profile is cost-efficient, enabling predictable workload routing decisions.
Can be paired with policy guardrails for safer deployment at scale.

Tradeoffs

Prompt standards are still needed to keep output quality consistent across teams.
Standard context limits may require chunking or retrieval strategies for large documents.
Low-cost tiers can still underperform on high-consequence decisions without escalation paths.
Multimodal pipelines require strict input handling and validation policies for reliability.

Best for

UI-TARS 7B for document, image, or mixed-input processing pipelines.
UI-TARS 7B for tool-driven automation with governance checkpoints.
UI-TARS 7B for repeatable team workflows that need budget and access governance.
UI-TARS 7B for productivity use cases that still need review and escalation paths.

Rollout checklist

Define where UI-TARS 7B 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.
Start with one workflow, then expand after you verify quality and spend.
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.

logit_bias

Use this parameter only with tested defaults in production workflows.

logprobs

Use this parameter only with tested defaults in production workflows.

max_tokens

Set completion limits to avoid unpredictable long-output spend.

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.

Knowledge Hub

UI-TARS 7B FAQs

Choose UI-TARS 7B when the workload aligns with multimodal analysis, agent workflows 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 UI-TARS 7B with your team