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Kimi K2.5 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 Kimi K2.5 and UI-TARS 7B.

Moonshot AI

Kimi K2.5

Kimi K2.5 is Moonshot AI's native multimodal model, delivering state-of-the-art visual coding capability and a self-directed agent swarm paradigm. Built on Kimi K2 with continued pretraining over approximately 15T mixed...

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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

SpecificationKimi K2.5UI-TARS 7B
ProviderMoonshot AIByteDance
Context Window262,144 tokens128,000 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2026-01-272025-07-22

API Pricing Comparison

Input Price per Million Tokens

Kimi K2.5

$0.38

UI-TARS 7B

$0.10

Output Price per Million Tokens

Kimi K2.5

$2.02

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
8250.0%vs7350.0%
Kimi K2.5
UI-TARS 7B
HumanEvalPython coding & logic synthesis
8300.0%vs8020.0%
Kimi K2.5
UI-TARS 7B
MATHComplex mathematical problem solving
5900.0%vs4050.0%
Kimi K2.5
UI-TARS 7B
GPQAGraduate-level expert reasoning
4100.0%vs3000.0%
Kimi K2.5
UI-TARS 7B
HellaSwagCommonsense reasoning and inference
8400.0%vs7800.0%
Kimi K2.5
UI-TARS 7B
MT-BenchMulti-turn conversation flow quality
880.0%vs805.0%
Kimi K2.5
UI-TARS 7B

Kimi K2.5 Quirks & Gotchas

No developer gotchas reported.

UI-TARS 7B Quirks & Gotchas

No developer gotchas reported.