Seed 2.1 Turbo- Context
- 256Ktokens
- Released
- 1y ago
ByteDance launched Seed-1.6-Embedding, an embedding model built on its Seed1.6-Flash base model. The launch announcement highlights multimodal hybrid retrieval and flexibility, with ByteDance claiming a 20.1-point lead over the second-place model on the MMEB_v2 video leaderboard. It is built for embedding and retrieval work, with training aimed at generalizing across niche scenarios and complex tasks.
- Language model
- Reasoning
- Tools
- Structured output
How it compares
Additional source evidence
- Source model
- bytedance-seed/seed-1-6
- Source family
- seed
- Last updated
- 2025-10-15
- Model context
- 256K
- Model output limit
- 64K
- Open weights
- No
- File attachments
- Yes
- Reasoning
- Yes
- Tool calling
- Yes
- Temperature control
- Yes
Complete source record (JSON)
{
"id": "bytedance-seed/seed-1-6",
"name": "Seed 1.6",
"description": "ByteDance Seed model for long-context reasoning, instruction following, and tool-assisted tasks",
"family": "seed",
"last_updated": "2025-10-15",
"attachment": true,
"reasoning": true,
"tool_call": true,
"temperature": true,
"modalities": {
"input": [
"text",
"image",
"video"
],
"output": [
"text"
]
},
"limit": {
"context": 256000,
"output": 64000
},
"release_date": "2025-10-15",
"open_weights": false
}Frequently asked questions
Capabilities and specs
Seed 1.6 has a context window of 256K tokens (256,000), and its maximum output is 64K tokens (64,000).
No, Seed 1.6 accepts text only as its input modality, so it cannot read images, audio, video or PDFs.
Yes, Seed 1.6 supports tool calling (function calling).
Yes, Seed 1.6 supports structured output (JSON schema or JSON mode).
Yes, Seed 1.6 supports a reasoning mode.
Quality and benchmarks
Qwen3 VL Flash (Alibaba Cloud) by Alibaba, Composer 1 by Cursor and Qwen3 Max by Alibaba, matched on model kind and release date with no comparable price.
Qwen3 VL Flash (Alibaba Cloud)Seed 1.6 vs Qwen3 VL Flash (Alibaba Cloud)Composer 1Seed 1.6 vs Composer 1Qwen3 MaxSeed 1.6 vs Qwen3 Max
Kimi K3, which holds rank 19 on Arena Text, is the highest-ranked open-weight model; Seed 1.6 itself is closed.
Versions and lineage
Both have a context window of 256K tokens (256,000). Seed 1.6 was released on October 15, 2025, while Seed 1.6 Flash was released on August 28, 2025.
Licensing and access
No, Seed 1.6 is closed.
Basics
Seed 1.6 was made by ByteDance and released on October 15, 2025.
Generated from Vertical Tabs data, updated November 11, 2026.

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