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R1 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 R1 and UI-TARS 7B.

DeepSeek

R1

DeepSeek R1 is here: Performance on par with [OpenAI o1](/openai/o1), but open-sourced and with fully open reasoning tokens. It's 671B parameters in size, with 37B active in an inference pass....

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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

SpecificationR1UI-TARS 7B
ProviderDeepSeekByteDance
Context Window163,840 tokens128,000 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelself hostablemanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-01-202025-07-22

API Pricing Comparison

Input Price per Million Tokens

R1

$0.70

UI-TARS 7B

$0.10

Output Price per Million Tokens

R1

$2.50

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
9080.0%vs7350.0%
R1
UI-TARS 7B
HumanEvalPython coding & logic synthesis
9280.0%vs8020.0%
R1
UI-TARS 7B
MATHComplex mathematical problem solving
9310.0%vs4050.0%
R1
UI-TARS 7B
GPQAGraduate-level expert reasoning
6210.0%vs3000.0%
R1
UI-TARS 7B
HellaSwagCommonsense reasoning and inference
9050.0%vs7800.0%
R1
UI-TARS 7B
MT-BenchMulti-turn conversation flow quality
935.0%vs805.0%
R1
UI-TARS 7B

R1 Quirks & Gotchas

No developer gotchas reported.

UI-TARS 7B Quirks & Gotchas

No developer gotchas reported.