Comprehensive side-by-side LLM comparison
Seed 2.0 Pro leads with 1.6% higher average benchmark score. GPT-5 offers 160.4K more tokens in context window than Seed 2.0 Pro. Seed 2.0 Pro is $147.16 cheaper per million tokens. Both models have their strengths depending on your specific coding needs.
OpenAI
GPT-5, released by OpenAI on August 7, 2025, is a large language model that combines direct generation and extended reasoning in a single unified system with a built-in routing mechanism. It features a 400K token context window, 128K maximum output tokens, native multimodal support (text, image, audio, video), and demonstrated strong results across coding, mathematics, visual understanding, and health benchmarks at release. GPT-5 targets complex multi-step tasks including advanced coding, mathematical problem solving, and long-context analysis.
ByteDance
Seed 2.0 Pro is ByteDance's flagship general-purpose model, released in February 2026 under the Doubao brand through the Volcengine API platform, developed by the company's Seed research team as a foundation for agentic applications requiring long-horizon reasoning and multimodal input comprehension. The model accepts text, images, and extended video — including hour-length recordings — targeting enterprise use cases in long-form document analysis, agentic coding (integrated with ByteDance's TRAE IDE), and multi-turn reasoning tasks. It anchors a three-tier product family alongside Seed 2.0 Lite and Mini, positioned as ByteDance's response to frontier model competition in the Chinese and global enterprise AI markets.
6 months newer

GPT-5
OpenAI
2025-08-07
Seed 2.0 Pro
ByteDance
2026-02-14
Cost per million tokens (USD)
GPT-5
Seed 2.0 Pro
Context window and performance specifications
Average performance across 1 common benchmarks
GPT-5
Seed 2.0 Pro
Performance comparison across key benchmark categories
GPT-5
Seed 2.0 Pro
GPT-5
2025-05
Available providers and their performance metrics
GPT-5
OpenAI
Seed 2.0 Pro
GPT-5
Seed 2.0 Pro
GPT-5
Seed 2.0 Pro
ByteDance API