Model Comparison

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

OpenAI

o1-preview

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%). The model shows particular specialization in math tasks with an average performance of 88.1%. 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.

Microsoft

Phi 4 Reasoning

Microsoft

Phi 4 Reasoning is a language model developed by Microsoft. It achieves strong performance with an average score of 75.1% across 11 benchmarks. It excels particularly in FlenQA (97.7%), HumanEval+ (92.9%), IFEval (83.4%). The model shows particular specialization in code tasks with an average performance of 76.7%. It's licensed for commercial use, making it suitable for enterprise applications. Released in 2025, it represents Microsoft's latest advancement in AI technology.

OpenAI

o1-preview

OpenAI

2024-09-12

Microsoft

Phi 4 Reasoning

Microsoft

2025-04-30

7 months newer

Performance Metrics

Context window and performance specifications

OpenAI

o1-preview

Larger context
Max Context:160.8K
Microsoft

Phi 4 Reasoning

Max Context:-
Parameters:14.0B

Average performance across 2 common benchmarks

OpenAI

o1-preview

Average Score:57.6%
Microsoft

Phi 4 Reasoning

+12.9%
Average Score:70.5%

Performance comparison across key benchmark categories

OpenAI

o1-preview

math
+11.5%
88.1%
general
58.0%
Microsoft

Phi 4 Reasoning

math
76.6%
general
+16.3%
74.3%
Benchmark Scores - Detailed View
Side-by-side comparison of all benchmark scores
Knowledge Cutoff
Training data recency comparison

Phi 4 Reasoning

2025-03-01

More recent knowledge cutoff means awareness of newer technologies and frameworks

Provider Availability & Performance

Available providers and their performance metrics

OpenAI

o1-preview

2 providers

Azure

Throughput: 16 tok/s
Latency: 0.54ms

OpenAI

Throughput: 66 tok/s
Latency: 16.2ms
Microsoft

Phi 4 Reasoning

0 providers
OpenAI

o1-preview

Avg Score:57.6%
Providers:2
Microsoft

Phi 4 Reasoning

+12.9%
Avg Score:70.5%
Providers:0