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Kimi K2 0711 vs Kimi K2.5

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 0711 and Kimi K2.5.

Moonshot AI

Kimi K2 0711

Kimi K2 Instruct is a large-scale Mixture-of-Experts (MoE) language model developed by Moonshot AI, featuring 1 trillion total parameters with 32 billion active per forward pass. It is optimized for...

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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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Technical Specifications

SpecificationKimi K2 0711Kimi K2.5
ProviderMoonshot AIMoonshot AI
Context Window131,072 tokens262,144 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-07-112026-01-27

API Pricing Comparison

Input Price per Million Tokens

Kimi K2 0711

$0.57

Kimi K2.5

$0.38

Output Price per Million Tokens

Kimi K2 0711

$2.30

Kimi K2.5

$2.02

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
N/Avs8250.0%
Kimi K2 0711
Kimi K2.5
HumanEvalPython coding & logic synthesis
N/Avs8300.0%
Kimi K2 0711
Kimi K2.5
MATHComplex mathematical problem solving
N/Avs5900.0%
Kimi K2 0711
Kimi K2.5
GPQAGraduate-level expert reasoning
N/Avs4100.0%
Kimi K2 0711
Kimi K2.5
HellaSwagCommonsense reasoning and inference
N/Avs8400.0%
Kimi K2 0711
Kimi K2.5
MT-BenchMulti-turn conversation flow quality
N/Avs880.0%
Kimi K2 0711
Kimi K2.5

Kimi K2 0711 Quirks & Gotchas

No developer gotchas reported.

Kimi K2.5 Quirks & Gotchas

No developer gotchas reported.