ByteDance: UI-TARS 7B

bytedance · Released Jul 22, 2025
DFO score #487 / 697
11.3 leaderboard score
Speed
62 tok/s · best OpenRouter provider
Input Price #243 / 697
$0.100 per 1M tokens
Output Price #219 / 697
$0.200 per 1M tokens
Context #438 / 697
128,000 tokens

Analysis Summary

ByteDance's UI-TARS 7B is a text-and-image model with a 128,000-token context window. The listing includes image input but no benchmark results, so its visual understanding, reasoning, and reliability on interface-related work cannot be assessed from the provided evidence. Tool use and function calling are not listed for this variant.

Its low listed prices, $0.10 per million input tokens and $0.20 per million output tokens, make it suitable for inexpensive evaluation. Image input could be useful for testing workflows involving screenshots or other visual material, but it is important to verify that it interprets those inputs accurately before using it for client tasks. A long context window does not by itself demonstrate strong performance over long inputs.

Treat UI-TARS 7B as an experimental, cost-conscious option. Validate visual tasks with representative examples and human checks before connecting it to production workflows.

Assessed September 23, 2026

Editorial notes

UI-TARS 7B accepts text and images and lists a 128K context window at low prices; benchmark results are not provided to establish its visual or reasoning reliability.

The DFO score ranks models on the Artificial Analysis Intelligence Index and is refreshed as new models launch. The write-up and verdict are our own. Feedback?

DFO Verdict

UI-TARS 7B accepts text and images and lists a 128K context window at low prices; benchmark results are not provided to establish its visual or reasoning reliability.

#487 of 697 overall Down 1 this week

How ByteDance: UI-TARS 7B compares

Its 128K-token context window is larger than 37% of the models we list. At $0.10 per million input tokens it is cheaper than 65% of comparable models.

Position in the field
DFO score: ahead of 34% of models #460
Price: cheaper than 65% of models #243
Context: larger than 37% of models #438
worst in fieldmedianbest in field
Price vs frontier peers · $ per 1M tokens
ByteDance: UI-TARS 7B $0.10 in $0.20 out
Anthropic: Claude Opus 5.5 $4.00 in $20.00 out
Anthropic: Claude Sonnet 5.5 $2.00 in $10.00 out
Anthropic: Claude Fable 5.1 $10.00 in $50.00 out

Dark bar = input · light bar = output, scaled to the priciest peer.

Context window vs peers · tokens

1M tokens ≈ 8 full-length novels or ~2,500 pages of business documents in a single request.

Pricing

Token Type Cost per 1M tokens Cost per 1K tokens
Input $0.10 $0.000100
Output $0.20 $0.000200

What would ByteDance: UI-TARS 7B cost your business?

Pick the job that looks most like yours, then fine-tune with the sliders. Estimates update live.

A website chatbot handling around 100 customer conversations a day, a few short messages each.

3,000
One request is one message, email, draft or automation call.
1,200 tokens

$0.468/mo ByteDance: UI-TARS 7B $0.0002 per request
$31.68/mo Anthropic: Claude Opus 5.5 $0.01 per request
$15.84/mo Anthropic: Claude Sonnet 5.5 · best value $0.0053 per request

Full calculator with 697 models → Price Calculator

DFO AI AUTOMATION

These numbers get smaller with the right architecture.

We route routine calls to cheap models and save ByteDance: UI-TARS 7B for the hard ones. Most clients cut their estimate by 60-80%.

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About ByteDance: UI-TARS 7B

UI-TARS-1.5 is a multimodal vision-language agent optimized for GUI-based environments, including desktop interfaces, web browsers, mobile systems, and games. Built by ByteDance, it builds upon the UI-TARS framework with reinforcement..

Frequently asked questions about ByteDance: UI-TARS 7B

How much does ByteDance: UI-TARS 7B cost?

ByteDance: UI-TARS 7B costs $0.10 per million input tokens and $0.20 per million output tokens.

What is the context window of ByteDance: UI-TARS 7B?

ByteDance: UI-TARS 7B has a context window of 128,000 tokens (128K).

What can ByteDance: UI-TARS 7B do?

ByteDance: UI-TARS 7B supports image/vision input.

Who created ByteDance: UI-TARS 7B?

ByteDance: UI-TARS 7B is developed by ByteDance and was released on July 22, 2025.

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