Model Comparison

Comprehensive side-by-side analysis of model capabilities and performance

Moonshot AI

Kimi K2 Base

Moonshot AI

Kimi K2 Base is a language model developed by Moonshot AI. It achieves strong performance with an average score of 69.2% across 13 benchmarks. It excels particularly in C-Eval (92.5%), GSM8k (92.1%), MMLU-redux-2.0 (90.2%). The model shows particular specialization in math tasks with an average performance of 81.2%. Released in 2025, it represents Moonshot AI's latest advancement in AI technology.

Meta

Llama 3.1 405B Instruct

Meta

Llama 3.1 405B Instruct is a language model developed by Meta. It achieves strong performance with an average score of 79.2% across 18 benchmarks. It excels particularly in ARC-C (96.9%), GSM8k (96.8%), API-Bank (92.0%). It supports a 256K token context window for handling large documents. The model is available through 8 API providers. Released in 2024, it represents Meta's latest advancement in AI technology.

Meta

Llama 3.1 405B Instruct

Meta

2024-07-23

Moonshot AI

Kimi K2 Base

Moonshot AI

2025-01-01

5 months newer

Performance Metrics

Context window and performance specifications

Moonshot AI

Kimi K2 Base

Max Context:-
Parameters:1.0T
Meta

Llama 3.1 405B Instruct

Larger context
Max Context:256.0K
Parameters:405.0B

Average performance across 5 common benchmarks

Moonshot AI

Kimi K2 Base

Average Score:73.5%
Meta

Llama 3.1 405B Instruct

+2.9%
Average Score:76.4%

Performance comparison across key benchmark categories

Moonshot AI

Kimi K2 Base

math
81.2%
code
66.4%
general
67.3%
Meta

Llama 3.1 405B Instruct

math
+6.3%
87.4%
code
+15.1%
81.4%
general
+6.0%
73.2%
Benchmark Scores - Detailed View
Side-by-side comparison of all benchmark scores

Provider Availability & Performance

Available providers and their performance metrics

Moonshot AI

Kimi K2 Base

0 providers
Meta

Llama 3.1 405B Instruct

8 providers

Together

Throughput: 35 tok/s
Latency: 0.5ms

Hyperbolic

Throughput: 40 tok/s
Latency: 0.5ms

DeepInfra

Throughput: 27 tok/s
Latency: 0.5ms

Google

Throughput: 42 tok/s
Latency: 0.4ms

Fireworks

Throughput: 78 tok/s
Latency: 0.5ms

Bedrock

Throughput: 100 tok/s
Latency: 0.5ms

Lambda

Throughput: 42 tok/s
Latency: 0.5ms

Replicate

Throughput: 22 tok/s
Latency: 0.5ms
Moonshot AI

Kimi K2 Base

Avg Score:73.5%
Providers:0
Meta

Llama 3.1 405B Instruct

+2.9%
Avg Score:76.4%
Providers:8