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Kimi K2.5 vs Llama 3.2 11B Vision Instruct

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 Llama 3.2 11B Vision Instruct.

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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Meta

Llama 3.2 11B Vision Instruct

Llama 3.2 11B Vision is a multimodal model with 11 billion parameters, designed to handle tasks combining visual and textual data. It excels in tasks such as image captioning and...

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Technical Specifications

SpecificationKimi K2.5Llama 3.2 11B Vision Instruct
ProviderMoonshot AIMeta
Context Window262,144 tokens131,072 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apiself hostable
Production Stabilitystablestable
API AvailableYesYes
Released Date2026-01-272024-09-25

API Pricing Comparison

Input Price per Million Tokens

Kimi K2.5

$0.38

Llama 3.2 11B Vision Instruct

$0.34

Output Price per Million Tokens

Kimi K2.5

$2.02

Llama 3.2 11B Vision Instruct

$0.34

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%vsN/A
Kimi K2.5
Llama 3.2 11B Vision Instruct
HumanEvalPython coding & logic synthesis
8300.0%vsN/A
Kimi K2.5
Llama 3.2 11B Vision Instruct
MATHComplex mathematical problem solving
5900.0%vsN/A
Kimi K2.5
Llama 3.2 11B Vision Instruct
GPQAGraduate-level expert reasoning
4100.0%vsN/A
Kimi K2.5
Llama 3.2 11B Vision Instruct
HellaSwagCommonsense reasoning and inference
8400.0%vsN/A
Kimi K2.5
Llama 3.2 11B Vision Instruct
MT-BenchMulti-turn conversation flow quality
880.0%vsN/A
Kimi K2.5
Llama 3.2 11B Vision Instruct

Kimi K2.5 Quirks & Gotchas

No developer gotchas reported.

Llama 3.2 11B Vision Instruct Quirks & Gotchas

No developer gotchas reported.