Model Comparison
Gemini 1.5 Flash 8B vs Phi 4
Phi 4 significantly outperforms across most benchmarks. Phi 4 is 1.5x cheaper per token.
Performance Benchmarks
Comparative analysis across standard metrics
Gemini 1.5 Flash 8B outperforms in 0 benchmarks, while Phi 4 is better at 3 benchmarks (GPQA, MATH, MMLU-Pro).
Phi 4 significantly outperforms across most benchmarks.
Arena Performance
Human preference votes
Pricing Analysis
Price comparison per million tokens
For input processing, Gemini 1.5 Flash 8B ($0.07/1M tokens) costs the same as Phi 4 ($0.07/1M tokens).
For output processing, Gemini 1.5 Flash 8B ($0.30/1M tokens) is 2.1x more expensive than Phi 4 ($0.14/1M tokens).
In conclusion, Gemini 1.5 Flash 8B is more expensive than Phi 4.*
* Using a 3:1 ratio of input to output tokens
Model Size
Parameter count comparison
Phi 4 has 6.7B more parameters than Gemini 1.5 Flash 8B, making it 83.8% larger.
Context Window
Maximum input and output token capacity
Gemini 1.5 Flash 8B accepts 1,048,576 input tokens compared to Phi 4's 16,000 tokens. Phi 4 can generate longer responses up to 16,000 tokens, while Gemini 1.5 Flash 8B is limited to 8,192 tokens.
Input Capabilities
Supported data types and modalities
Gemini 1.5 Flash 8B supports multimodal inputs, whereas Phi 4 does not.
Gemini 1.5 Flash 8B can handle both text and other forms of data like images, making it suitable for multimodal applications.
Gemini 1.5 Flash 8B
Phi 4
License
Usage and distribution terms
Gemini 1.5 Flash 8B is licensed under a proprietary license, while Phi 4 uses MIT.
License differences may affect how you can use these models in commercial or open-source projects.
Proprietary
Closed source
MIT
Open weights
Release Timeline
When each model was launched
Gemini 1.5 Flash 8B was released on 2024-03-15, while Phi 4 was released on 2024-12-12.
Phi 4 is 9 months newer than Gemini 1.5 Flash 8B.
Mar 15, 2024
2.1 years ago
Dec 12, 2024
1.4 years ago
9mo newerKnowledge Cutoff
When training data ends
Gemini 1.5 Flash 8B has a knowledge cutoff of 2024-10-01, while Phi 4 has a cutoff of 2024-06-01.
Gemini 1.5 Flash 8B has more recent training data (up to 2024-10-01), making it potentially better informed about events through that date compared to Phi 4 (2024-06-01).
Oct 2024
4 mo newerJun 2024
Provider Availability
Gemini 1.5 Flash 8B is available from Google. Phi 4 is available from DeepInfra.
Gemini 1.5 Flash 8B
Phi 4
Outputs Comparison
Key Takeaways
Phi 4
View detailsMicrosoft
Detailed Comparison
| Feature |
|---|
FAQ
Common questions about Gemini 1.5 Flash 8B vs Phi 4.