GPT-4o
According to BenchLM.ai, GPT-4o ranks #77 out of 119 models on the provisional leaderboard with an overall score of 42/100. It does not yet have enough sourced coverage for BenchLM's verified leaderboard. While not a frontier model, it offers specific advantages depending on the use case.
GPT-4o is a proprietary model with a 128K token context window. It processes queries without explicit chain-of-thought reasoning, offering faster response times and lower token usage.
GPT-4o sits inside the GPT-4o family alongside GPT-4o mini. This profile currently has 16 of 225 tracked benchmarks. BenchLM only exposes non-generated benchmark rows publicly, so missing categories stay blank until a sourced evaluation is available.
Its strongest category is Multimodal & Grounded (#47), while its weakest is Instruction Following (#75). This performance profile makes it particularly strong for screenshots, documents, charts, and grounded multimodal workflows.
Ranking Distribution
Category rank across 8 benchmark categories — sorted by best rank
Category Performance
Scores across all benchmark categories (0-100 scale)
Category Breakdown
Agentic
#61Coding
#72Reasoning
#57Knowledge
#75Math
#49Multilingual
#58Multimodal
#47Inst. Following
#75Chatbot Arena Performance
Benchmark Details
Only benchmark rows with an attached exact-source record are shown here. Source-unverified manual rows and generated rows are hidden from model pages.
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See how GPT-4o stacks up against similar models
Frequently Asked Questions
How does GPT-4o perform overall in AI benchmarks?
GPT-4o currently ranks #77 out of 119 models on BenchLM's provisional leaderboard with an overall score of 42 (estimated). It is created by OpenAI and features a 128K context window.
Is GPT-4o good for knowledge and understanding?
GPT-4o ranks #75 out of 119 models in knowledge and understanding benchmarks with an average score of 35.6. There are stronger options in this category.
Is GPT-4o good for coding and programming?
GPT-4o ranks #72 out of 119 models in coding and programming benchmarks with an average score of 25.4. There are stronger options in this category.
Is GPT-4o good for reasoning and logic?
GPT-4o ranks #57 out of 119 models in reasoning and logic benchmarks with an average score of 46.4. There are stronger options in this category.
Is GPT-4o good for agentic tool use and computer tasks?
GPT-4o ranks #61 out of 119 models in agentic tool use and computer tasks benchmarks with an average score of 39.9. There are stronger options in this category.
Is GPT-4o good for instruction following?
GPT-4o ranks #75 out of 119 models in instruction following benchmarks with an average score of 54.9. There are stronger options in this category.
Which sibling models are related to GPT-4o?
GPT-4o belongs to the GPT-4o family. Related variants on BenchLM include GPT-4o mini.
Does GPT-4o have full benchmark coverage on BenchLM?
Not yet. GPT-4o currently has 16 published benchmark scores out of the 225 benchmarks BenchLM tracks. BenchLM only exposes non-generated public benchmark rows, so missing categories stay blank until a sourced evaluation is available.
What is the context window size of GPT-4o?
GPT-4o has a context window of 128K, which determines how much text it can process in a single interaction.
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