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Parse vs Seed 2.1 Pro

Comparing Parse and Seed 2.1 Pro across benchmarks, pricing, and capabilities.

Cohere · ByteDance · Updated for 2026

Which is better?

Parse and Seed 2.1 Pro trade strengths across price, capabilities, and technical limits. The better choice depends on the workload.

Based on current LLM Stats indexes, shared benchmarks, pricing, and model metadata for 2026.

Choose Parse

  • you want the most recent training data — it shipped Aug 2026

Choose Seed 2.1 Pro

  • you are already invested in the ByteDance ecosystem

At a glance

The differences that matter most.

Parse
Cohere
Seed 2.1 Pro
ByteDance
Benchmark wins
—
—
Input price
— / M
— / M
Output price
— / M
— / M
Context window
8,192
—

Individual benchmarks

1 reported for Parse · 94 for Seed 2.1 Pro

No common benchmarks found

Parse and Seed 2.1 Prodon't have any common benchmark datasets to compare. They may have been evaluated on different testing suites.

Human preference

Blind head-to-head votes and playground preference scores

Context Window

Maximum input and output token capacity

Only Parse specifies input context (8,192 tokens).

Cohere
Parse
Input8,192 tokens
Output- tokens
ByteDance
Seed 2.1 Pro
Input- tokens
Output- tokens
Thu Sep 03 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Both Parse and Seed 2.1 Pro support multimodal inputs.

They are both capable of processing various types of data, offering versatility in application.

Parse

Text
Images
Audio
Video

Seed 2.1 Pro

Text
Images
Audio
Video

License

Usage and distribution terms

Both models are licensed under proprietary licenses.

Both models have usage restrictions defined by their respective organizations.

Parse

Proprietary

Closed source

Seed 2.1 Pro

Proprietary

Closed source

Release Timeline

When each model was launched

Parse was released on 2026-08-27, while Seed 2.1 Pro was released on 2026-06-24.

Parse is 2 months newer than Seed 2.1 Pro.

Parse

Aug 27, 2026

6 days ago

2mo newer
Seed 2.1 Pro

Jun 24, 2026

2 months ago

Knowledge Cutoff

When training data ends

Neither model specifies a knowledge cutoff date.

Unable to compare the recency of their training data.

No cutoff dates available

Outputs Comparison

Notice missing or incorrect data?Start an Issue discussion→

Judge for yourself.

Run your own prompts against Parse and Seed 2.1 Pro side-by-side, then vote on the output you prefer.

Parse
✓ Preferred
Seed 2.1 Pro
Open in Playground

FAQ

Common questions about Parse vs Seed 2.1 Pro.

Which is better, Parse or Seed 2.1 Pro?

Parse (Cohere) and Seed 2.1 Pro (ByteDance) each have strengths in different areas. Compare their benchmark scores, pricing, context windows, and capabilities above to determine which fits your needs.

How does Parse compare to Seed 2.1 Pro in benchmarks?

Parse scores ParseBench: 79.2%. Seed 2.1 Pro scores CharXiv-D: 95.5%, MathVision: 94.5%, MathVista: 90.7%, MathVerse: 89.7%, Video-MME: 89.2%.

What are the context window sizes for Parse and Seed 2.1 Pro?

Parse supports 8K tokens and Seed 2.1 Pro supports an unknown number of tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

Who makes Parse and Seed 2.1 Pro?

Parse is developed by Cohere and Seed 2.1 Pro is developed by ByteDance.

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