According to BenchLM.ai, Claude 4 Sonnet ranks #60 out of 110 models on the provisional leaderboard with an overall score of 52/100. 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.
Claude 4 Sonnet is a proprietary model with a 200K token context window. It processes queries without explicit chain-of-thought reasoning, offering faster response times and lower token usage.
This profile currently has 1 of 152 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 (#23), while its weakest is Instruction Following (#65). 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
#50Coding
#43Reasoning
#49Knowledge
#52Math
#42Multilingual
#34Multimodal
#23Inst. Following
#65Chatbot 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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Frequently Asked Questions
How does Claude 4 Sonnet perform overall in AI benchmarks?
Claude 4 Sonnet currently ranks #60 out of 110 models on BenchLM's provisional leaderboard with an overall score of 52 (estimated). It is created by Anthropic and features a 200K context window.
Is Claude 4 Sonnet good for coding and programming?
Claude 4 Sonnet ranks #43 out of 110 models in coding and programming benchmarks with an average score of 55.9. There are stronger options in this category.
Does Claude 4 Sonnet have full benchmark coverage on BenchLM?
Not yet. Claude 4 Sonnet currently has 1 published benchmark scores out of the 152 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 Claude 4 Sonnet?
Claude 4 Sonnet has a context window of 200K, which determines how much text it can process in a single interaction.
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