Model Comparison

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

Moonshot AI

Kimi K2 Instruct

Moonshot AI

Kimi K2 Instruct is a language model developed by Moonshot AI. It achieves strong performance with an average score of 66.7% across 38 benchmarks. It excels particularly in MATH-500 (97.4%), GSM8k (97.3%), CBNSL (95.6%). It supports a 144K token context window for handling large documents. The model is available through 1 API provider. Released in 2025, it represents Moonshot AI's latest advancement in AI technology.

Amazon

Nova Pro

Amazon

Nova Pro is a multimodal language model developed by Amazon. It achieves strong performance with an average score of 73.2% across 27 benchmarks. It excels particularly in ARC-C (94.8%), GSM8k (94.8%), DocVQA (93.5%). It supports a 600K token context window for handling large documents. The model is available through 1 API provider. As a multimodal model, it can process and understand text, images, and other input formats seamlessly. Released in 2024, it represents Amazon's latest advancement in AI technology.

Amazon

Nova Pro

Amazon

2024-11-20

Moonshot AI

Kimi K2 Instruct

Moonshot AI

2025-01-01

1 month newer

Pricing Comparison

Cost per million tokens (USD)

Moonshot AI

Kimi K2 Instruct

$1.14 cheaper
Input:$0.57
Output:$2.29
Amazon

Nova Pro

Input:$0.80
Output:$3.20

Performance Metrics

Context window and performance specifications

Moonshot AI

Kimi K2 Instruct

Max Context:144.0K
Parameters:1.0T
Amazon

Nova Pro

Larger context
Max Context:600.0K

Average performance across 5 common benchmarks

Moonshot AI

Kimi K2 Instruct

+7.3%
Average Score:89.0%
Amazon

Nova Pro

Average Score:81.7%

Performance comparison across key benchmark categories

Moonshot AI

Kimi K2 Instruct

reasoning
89.0%
code
79.5%
math
+0.9%
86.6%
general
62.0%
Amazon

Nova Pro

reasoning
+5.8%
94.8%
code
+11.1%
90.5%
math
85.7%
general
+5.4%
67.4%
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 Instruct

1 providers

Novita

Throughput: 45 tok/s
Latency: 0.95ms
Amazon

Nova Pro

1 providers

Bedrock

Throughput: 100 tok/s
Latency: 0.5ms
Moonshot AI

Kimi K2 Instruct

+7.3%
Avg Score:89.0%
Providers:1
Amazon

Nova Pro

Avg Score:81.7%
Providers:1