According to BenchLM.ai, Claude 3.5 Sonnet ranks #71 out of 110 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.
Claude 3.5 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 2 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 (#42), while its weakest is Instruction Following (#67). 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
#59Coding
#55Reasoning
#53Knowledge
#62Math
#53Multilingual
#43Multimodal
#42Inst. Following
#67Chatbot 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 Claude 3.5 Sonnet stacks up against similar models
Frequently Asked Questions
How does Claude 3.5 Sonnet perform overall in AI benchmarks?
Claude 3.5 Sonnet currently ranks #71 out of 110 models on BenchLM's provisional leaderboard with an overall score of 42 (estimated). It is created by Anthropic and features a 200K context window.
Is Claude 3.5 Sonnet good for knowledge and understanding?
Claude 3.5 Sonnet ranks #62 out of 110 models in knowledge and understanding benchmarks with an average score of 41.3. There are stronger options in this category.
Is Claude 3.5 Sonnet good for coding and programming?
Claude 3.5 Sonnet ranks #55 out of 110 models in coding and programming benchmarks with an average score of 42.1. There are stronger options in this category.
Does Claude 3.5 Sonnet have full benchmark coverage on BenchLM?
Not yet. Claude 3.5 Sonnet currently has 2 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 3.5 Sonnet?
Claude 3.5 Sonnet has a context window of 200K, which determines how much text it can process in a single interaction.
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