Seed-2.0-Lite Benchmark Scores & Performance

Benchmark analysis of Seed-2.0-Lite by ByteDance across 32 sourced tests on BenchLM.

According to BenchLM.ai, Seed-2.0-Lite ranks #51 out of 123 models with an overall score of 63/100. While not a frontier model, it offers specific advantages depending on the use case.

Seed-2.0-Lite 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-Lite sits inside the Seed 2.0 family alongside Seed-2.0-Mini.

Its strongest category is Instruction Following (#27), while its weakest is Knowledge (#64). This performance profile makes it a well-rounded choice across a range of tasks.

Creator

ByteDance

Source Type

Proprietary

Reasoning

Non-Reasoning

Context Window

256K

Overall Score

63#51 of 123

Arena Elo

1255

Family & Lineage

Family

Seed 2.0

Lite

Sibling Models

Knowledge Benchmarks

MMLU
71
GPQA
70
SuperGPQA
68
OpenBookQA
66
MMLU-Pro
73
HLE
7
FrontierScience
66

Coding Benchmarks

HumanEval
63
SWE-bench Verified
45
LiveCodeBench
37
SWE-bench Pro
45

Mathematics Benchmarks

AIME 2023
71
AIME 2024
73
AIME 2025
72
HMMT Feb 2023
67
HMMT Feb 2024
69
HMMT Feb 2025
68
BRUMO 2025
70
MATH-500
81

Reasoning Benchmarks

SimpleQA
68
MuSR
66
BBH
85
LongBench v2
76
MRCRv2
77

Agentic Benchmarks

Terminal-Bench 2.0
52
BrowseComp
63
OSWorld-Verified
53

Multimodal & Grounded Benchmarks

MMMU-Pro
80
OfficeQA Pro
79

Instruction Following Benchmarks

IFEval
89

Multilingual Benchmarks

MGSM
87
MMLU-ProX
80

Frequently Asked Questions

How does Seed-2.0-Lite perform overall in AI benchmarks?

Seed-2.0-Lite ranks #51 out of 123 models with an overall score of 63. It is created by ByteDance and features a 256K context window.

Is Seed-2.0-Lite good for knowledge and understanding?

Seed-2.0-Lite ranks #64 out of 123 models in knowledge and understanding benchmarks with an average score of 53.9. There are stronger options in this category.

Is Seed-2.0-Lite good for coding and programming?

Seed-2.0-Lite ranks #55 out of 123 models in coding and programming benchmarks with an average score of 41.4. There are stronger options in this category.

Is Seed-2.0-Lite good for mathematics?

Seed-2.0-Lite ranks #57 out of 123 models in mathematics benchmarks with an average score of 75. There are stronger options in this category.

Is Seed-2.0-Lite good for reasoning and logic?

Seed-2.0-Lite ranks #53 out of 123 models in reasoning and logic benchmarks with an average score of 73. There are stronger options in this category.

Is Seed-2.0-Lite good for agentic tool use and computer tasks?

Seed-2.0-Lite ranks #61 out of 123 models in agentic tool use and computer tasks benchmarks with an average score of 55.1. There are stronger options in this category.

Is Seed-2.0-Lite good for multimodal and grounded tasks?

Seed-2.0-Lite ranks #28 out of 123 models in multimodal and grounded tasks benchmarks with an average score of 79.6. There are stronger options in this category.

Is Seed-2.0-Lite good for instruction following?

Seed-2.0-Lite ranks #27 out of 123 models in instruction following benchmarks with an average score of 89. There are stronger options in this category.

Is Seed-2.0-Lite good for multilingual tasks?

Seed-2.0-Lite ranks #31 out of 123 models in multilingual tasks benchmarks with an average score of 82.5. There are stronger options in this category.

Which sibling models are related to Seed-2.0-Lite?

Seed-2.0-Lite belongs to the Seed 2.0 family. Related variants on BenchLM include Seed-2.0-Mini.

What is the context window size of Seed-2.0-Lite?

Seed-2.0-Lite has a context window of 256K, which determines how much text it can process in a single interaction.

Last updated: March 12, 2026

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