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GPT-4o vs UI-TARS 7B

How do these models stack up? Below is an expert side-by-side comparison of specifications, context window capacity, live pricing per million tokens, and standardized benchmark scores for GPT-4o and UI-TARS 7B.

OpenAI

GPT-4o

GPT-4o ("o" for "omni") is OpenAI's latest AI model, supporting both text and image inputs with text outputs. It maintains the intelligence level of [GPT-4 Turbo](/models/openai/gpt-4-turbo) while being twice as...

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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...

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Technical Specifications

SpecificationGPT-4oUI-TARS 7B
ProviderOpenAIByteDance
Context Window128,000 tokens128,000 tokens
Agent Suitability90/100N/A
Time to First Token (TTFT)280 msN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2024-05-132025-07-22

API Pricing Comparison

Input Price per Million Tokens

GPT-4o

$2.50

UI-TARS 7B

$0.10

Output Price per Million Tokens

GPT-4o

$10.00

UI-TARS 7B

$0.20

Want to test both models live?

Run side-by-side prompt prompts in our dynamic Sandbox. Check execution speeds, latency metrics, and compute actual costs in real-time.

Benchmark Performance Metrics

Scores show the raw performance percentages verified across key evaluation suites. Higher bars indicate superior accuracy and capability in that domain.

MMLUGeneral knowledge & multi-task understanding
8870.0%vs7350.0%
GPT-4o
UI-TARS 7B
HumanEvalPython coding & logic synthesis
9020.0%vs8020.0%
GPT-4o
UI-TARS 7B
MATHComplex mathematical problem solving
7660.0%vs4050.0%
GPT-4o
UI-TARS 7B
GPQAGraduate-level expert reasoning
5360.0%vs3000.0%
GPT-4o
UI-TARS 7B
HellaSwagCommonsense reasoning and inference
8870.0%vs7800.0%
GPT-4o
UI-TARS 7B
MT-BenchMulti-turn conversation flow quality
930.0%vs805.0%
GPT-4o
UI-TARS 7B

GPT-4o Quirks & Gotchas

  • โ–ธStrong multimodal performance โ€” best vision+tool calling combo
  • โ–ธLegacy model โ€” migrate to GPT-5 for latest improvements

UI-TARS 7B Quirks & Gotchas

No developer gotchas reported.