Model Comparison

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

Google

Gemini 1.5 Flash

Google

Gemini 1.5 Flash is a multimodal language model developed by Google. It achieves strong performance with an average score of 66.8% across 22 benchmarks. It excels particularly in XSTest (97.0%), HellaSwag (86.5%), GSM8k (86.2%). With a 1.1M token context window, it can handle extensive documents and complex multi-turn conversations. 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 Google's latest advancement in AI technology.

Amazon

Nova Lite

Amazon

Nova Lite is a multimodal language model developed by Amazon. It achieves strong performance with an average score of 70.7% across 27 benchmarks. It excels particularly in GSM8k (94.5%), ARC-C (92.4%), DocVQA (92.4%). It supports a 302K 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.

Google

Gemini 1.5 Flash

Google

2024-05-01

Amazon

Nova Lite

Amazon

2024-11-20

6 months newer

Pricing Comparison

Cost per million tokens (USD)

Google

Gemini 1.5 Flash

Input:$0.15
Output:$0.60
Amazon

Nova Lite

$0.45 cheaper
Input:$0.06
Output:$0.24

Performance Metrics

Context window and performance specifications

Google

Gemini 1.5 Flash

Larger context
Max Context:1.1M
Amazon

Nova Lite

Max Context:302.0K

Average performance across 6 common benchmarks

Google

Gemini 1.5 Flash

Average Score:71.8%
Amazon

Nova Lite

+0.2%
Average Score:72.0%

Performance comparison across key benchmark categories

Google

Gemini 1.5 Flash

reasoning
86.5%
code
67.7%
math
68.9%
vision
69.2%
general
62.7%
Amazon

Nova Lite

reasoning
+5.9%
92.4%
code
+19.9%
87.5%
math
+15.0%
83.9%
vision
+7.4%
76.6%
general
+2.1%
64.9%
Benchmark Scores - Detailed View
Side-by-side comparison of all benchmark scores
Knowledge Cutoff
Training data recency comparison

Gemini 1.5 Flash

2023-11-01

More recent knowledge cutoff means awareness of newer technologies and frameworks

Provider Availability & Performance

Available providers and their performance metrics

Google

Gemini 1.5 Flash

1 providers

Google

Throughput: 150 tok/s
Latency: 0.3ms
Amazon

Nova Lite

1 providers

Bedrock

Throughput: 100 tok/s
Latency: 0.5ms
Google

Gemini 1.5 Flash

Avg Score:71.8%
Providers:1
Amazon

Nova Lite

+0.2%
Avg Score:72.0%
Providers:1