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o1-preview vs Phi 4
Comprehensive side-by-side LLM comparison
Phi 4 leads with 22.7% higher average benchmark score. o1-preview offers 128.8K more tokens in context window than Phi 4. Phi 4 is $74.79 cheaper per million tokens. Overall, Phi 4 is the stronger choice for coding tasks.
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OpenAI
o1-preview is a language model developed by OpenAI. It achieves strong performance with an average score of 64.8% across 8 benchmarks. It excels particularly in MGSM (90.8%), MMLU (90.8%), MATH (85.5%). It supports a 161K token context window for handling large documents. The model is available through 2 API providers. Released in 2024, it represents OpenAI's latest advancement in AI technology.
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Microsoft
Phi 4 is a language model developed by Microsoft. It achieves strong performance with an average score of 66.0% across 13 benchmarks. It excels particularly in MMLU (84.8%), HumanEval+ (82.8%), HumanEval (82.6%). The model is available through 1 API provider. It's licensed for commercial use, making it suitable for enterprise applications. Released in 2024, it represents Microsoft's latest advancement in AI technology.
3 months newer
o1-preview
OpenAI
2024-09-12
Phi 4
Microsoft
2024-12-12
Pricing Comparison
Cost per million tokens (USD)
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o1-preview
Input:$15.00
Output:$60.00
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Phi 4
Input:$0.07
Output:$0.14($74.79 cheaper)
Performance Metrics
Context window and performance specifications
Average performance across 15 common benchmarks
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o1-preview
Average Score:34.6%
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Phi 4
Average Score:57.2%(+22.7%)
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Knowledge Cutoff
Training data recency comparison
Phi 4
2024-06-01
More recent knowledge cutoff means awareness of newer technologies and frameworks
Provider Availability & Performance
Available providers and their performance metrics
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o1-preview
2 providers
Azure
Throughput: 16 tok/s
Latency: 0.54ms
OpenAI
Throughput: 66 tok/s
Latency: 16.2ms
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o1-preview
Avg Score:34.6%
Providers:2
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Phi 4
Avg Score:57.2%(+22.7%)
Providers:1