GPT-5.1 Thinking vs Seed 2.0 Pro: Specs & Benchmark Comparison

CharacteristicGPT-5.1 ThinkingSeed 2.0 Pro
CompanyOpenAIByteDance
Release DateNovember 11, 2025February 14, 2026
Parameters
MultimodalYesYes
Context (input)256K256K
Context (output)128K66K
Input Price / 1M$3.00$0.50
Output Price / 1M$12.00$3.00
Average Score0.90.9
Benchmarks
AIME 20250.91.0
GPQA0.90.9

Visual Benchmark Comparison

GPT-5.1 Thinking
Seed 2.0 Pro
AIME 20250.9 vs 1.0
0.9
1.0
GPQA0.9 vs 0.9
0.9
0.9

Verdict

Seed 2.0 Pro leads in 2 out of 4 comparison categories.

Overall Performance

Both models show comparable average scores: GPT-5.1 Thinking — 0.9, Seed 2.0 Pro — 0.9.

API Cost

Seed 2.0 Pro is 4.3x cheaper: input $0.50/1M vs $3.00/1M tokens.

Context Window

Same context size: 256K tokens.

Recency

Seed 2.0 Pro is newer: released 2/14/2026 vs 11/11/2025.

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Frequently Asked Questions

Which is better for coding — GPT-5.1 Thinking or Seed 2.0 Pro?
Direct comparison on the SWE-Bench benchmark is not available. We recommend reviewing other metrics on the comparison page.
Which model is cheaper — GPT-5.1 Thinking or Seed 2.0 Pro?
Seed 2.0 Pro is cheaper for input: $0.50 per 1M tokens vs $3.00.
Which has a larger context window — GPT-5.1 Thinking or Seed 2.0 Pro?
GPT-5.1 Thinking supports a larger context: 256,000 tokens vs 256,000.

The GPT-5.1 Thinking and Seed 2.0 Pro comparison is updated for 2026. Data includes benchmark results, API pricing, context window size and other specifications. For more detailed information, visit the GPT-5.1 Thinking or Seed 2.0 Pro page. See also the complete list of AI model comparisons.