Benchmark analysis of Seed-2.0-Mini by ByteDance across 32 sourced tests on BenchLM.
According to BenchLM.ai, Seed-2.0-Mini ranks #73 out of 123 models with an overall score of 53/100. While not a frontier model, it offers specific advantages depending on the use case.
Seed-2.0-Mini is a proprietary model with a 256K token context window. It processes queries without explicit chain-of-thought reasoning, offering faster response times and lower token usage.
Seed-2.0-Mini sits inside the Seed 2.0 family alongside Seed-2.0-Lite.
Its strongest category is Multimodal & Grounded (#44), while its weakest is Coding (#83). This performance profile makes it particularly strong for screenshots, documents, charts, and grounded multimodal workflows.
Creator
ByteDance
Source Type
ProprietaryReasoning
Non-ReasoningContext Window
256K
Overall Score
Arena Elo
1148
Seed-2.0-Mini ranks #73 out of 123 models with an overall score of 53. It is created by ByteDance and features a 256K context window.
Seed-2.0-Mini ranks #82 out of 123 models in knowledge and understanding benchmarks with an average score of 44.6. There are stronger options in this category.
Seed-2.0-Mini ranks #83 out of 123 models in coding and programming benchmarks with an average score of 24.7. There are stronger options in this category.
Seed-2.0-Mini ranks #77 out of 123 models in mathematics benchmarks with an average score of 65.1. There are stronger options in this category.
Seed-2.0-Mini ranks #72 out of 123 models in reasoning and logic benchmarks with an average score of 64.8. There are stronger options in this category.
Seed-2.0-Mini ranks #80 out of 123 models in agentic tool use and computer tasks benchmarks with an average score of 46.2. There are stronger options in this category.
Seed-2.0-Mini ranks #44 out of 123 models in multimodal and grounded tasks benchmarks with an average score of 73.1. There are stronger options in this category.
Seed-2.0-Mini ranks #72 out of 123 models in instruction following benchmarks with an average score of 80. There are stronger options in this category.
Seed-2.0-Mini ranks #75 out of 123 models in multilingual tasks benchmarks with an average score of 71.8. There are stronger options in this category.
Seed-2.0-Mini belongs to the Seed 2.0 family. Related variants on BenchLM include Seed-2.0-Lite.
Seed-2.0-Mini has a context window of 256K, which determines how much text it can process in a single interaction.
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