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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 Score41.4
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 Score58.9
Agents' Last Exam Overall Score41.4
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 Score58.9
Agents' Last Exam Unlicensed Overall Pass Rate19.9
Agents' Last Exam Unlicensed Overall Score42.2
BabyVision73.7
PerceptionBench55.0
PerceptionBench - Attribute58.2
PerceptionBench - Comparison59.5
PerceptionBench - Context Integration60.4
PerceptionBench - Counting51.2
PerceptionBench - Depth & 3D43.6
PerceptionBench - Fine-Grained Recognition56.6
PerceptionBench - Hallucination49.8
PerceptionBench - Localization50.0
PerceptionBench - OCR66.7
PerceptionBench - Visual Relation57.6
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