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Doubao Seed 2.1 Pro

ByteDance Seed · 2026-06-23

Doubao Seed 2.1 Pro is ByteDance Seed's flagship Seed2.1 model variant, announced on June 23, 2026. It targets stronger reasoning, agentic execution, multimodal understanding, coding, and complex productivity workflows, with the model card emphasizing real-world agent tasks, professional deliverables, computer use, and frontier research. The model is closed/proprietary and is made available through ByteDance's Doubao and Volcano Engine product channels.

Benchmark scores

BenchmarkScore
Agents' Last Exam (ALE)19.5
Agents' Last Exam ALE-CLI Pass Rate19.0
Agents' Last Exam ALE-CLI Score42.2
Agents' Last Exam Full-Spectrum Pass Rate24.1
Agents' Last Exam Full-Spectrum Score40.1
Agents' Last Exam Last-Exam Pass Rate0.0
Agents' Last Exam Last-Exam Score10.8
Agents' Last Exam Near-Term Pass Rate26.9
Agents' Last Exam Near-Term Score60.1
Agents' Last Exam Overall Score41.9
Agents' Last Exam Unlicensed Full-Spectrum Pass Rate22.0
Agents' Last Exam Unlicensed Full-Spectrum Score39.0
Agents' Last Exam Unlicensed Last-Exam Pass Rate0.0
Agents' Last Exam Unlicensed Last-Exam Score9.1
Agents' Last Exam Unlicensed Near-Term Pass Rate26.9
Agents' Last Exam Unlicensed Near-Term Score60.1
Agents' Last Exam Unlicensed Overall Pass Rate19.9
Agents' Last Exam Unlicensed Overall Score42.8
BabyVision73.7
Dual Exam Agent Index12.7
LLM Sycophancy (Balanced 198)14.6
LLM Sycophancy Balanced 198 Conditional Inconsistency22.4
LLM Sycophancy Balanced 198 Conditional Rate17.6
LLM Sycophancy Balanced 198 Contrarian Rate4.0
LLM Sycophancy Balanced 198 Decisive Coverage83.3
LLM Sycophancy Balanced 198 Insufficient Rate13.6
LLM Sycophancy Balanced 198 Stripped Rate17.7
LLM Sycophancy Balanced 198 Total Inconsistency18.7
PerceptionBench55.0
PerceptionBench - Attribute58.2
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