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MiniMax M3 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 MiniMax M3 and UI-TARS 7B.

MiniMax

MiniMax M3

MiniMax-M3 is a multimodal foundation model from MiniMax. It supports text, image, and video inputs with text output, a 1M-token context window, and is suited for long-horizon agentic work, coding,...

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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

SpecificationMiniMax M3UI-TARS 7B
ProviderMiniMaxByteDance
Context Window1,048,576 tokens128,000 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apimanaged api
Production Stabilitybetastable
API AvailableYesYes
Released Date2026-05-312025-07-22

API Pricing Comparison

Input Price per Million Tokens

MiniMax M3

$0.30

UI-TARS 7B

$0.10

Output Price per Million Tokens

MiniMax M3

$1.20

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
8400.0%vs7350.0%
MiniMax M3
UI-TARS 7B
HumanEvalPython coding & logic synthesis
8350.0%vs8020.0%
MiniMax M3
UI-TARS 7B
MATHComplex mathematical problem solving
6200.0%vs4050.0%
MiniMax M3
UI-TARS 7B
GPQAGraduate-level expert reasoning
4250.0%vs3000.0%
MiniMax M3
UI-TARS 7B
HellaSwagCommonsense reasoning and inference
8520.0%vs7800.0%
MiniMax M3
UI-TARS 7B
MT-BenchMulti-turn conversation flow quality
888.0%vs805.0%
MiniMax M3
UI-TARS 7B

MiniMax M3 Quirks & Gotchas

No developer gotchas reported.

UI-TARS 7B Quirks & Gotchas

No developer gotchas reported.