GPT-5.4 Image 2 vs Seed-2.0-Lite
How do these models stack up? Below is an expert side-by-side comparison of specifications, context window capacity, live pricing per million tokens, and standardized benchmark scores for GPT-5.4 Image 2 and Seed-2.0-Lite.
GPT-5.4 Image 2
[GPT-5.4](https://openrouter.ai/openai/gpt-5.4) Image 2 combines OpenAI's GPT-5.4 model with state-of-the-art image generation capabilities from GPT Image 2. It enables rich multimodal workflows, allowing users to seamlessly move between reasoning, coding, and...
Seed-2.0-Lite
Seed-2.0-Lite is a versatile, cost‑efficient enterprise workhorse that delivers strong multimodal and agent capabilities while offering noticeably lower latency, making it a practical default choice for most production workloads across...
Technical Specifications
| Specification | GPT-5.4 Image 2 | Seed-2.0-Lite |
|---|---|---|
| Provider | OpenAI | ByteDance |
| Context Window | 272,000 tokens | 262,144 tokens |
| Agent Suitability | N/A | N/A |
| Time to First Token (TTFT) | N/A | N/A |
| Deployment Model | managed api | managed api |
| Production Stability | stable | stable |
| API Available | Yes | Yes |
| Released Date | 2026-04-21 | 2026-03-10 |
API Pricing Comparison
Input Price per Million Tokens
GPT-5.4 Image 2
$8.00
Seed-2.0-Lite
$0.25
Output Price per Million Tokens
GPT-5.4 Image 2
$15.00
Seed-2.0-Lite
$2.00
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Benchmark Performance Metrics
Scores show the raw performance percentages verified across key evaluation suites. Higher bars indicate superior accuracy and capability in that domain.
GPT-5.4 Image 2 Quirks & Gotchas
No developer gotchas reported.
Seed-2.0-Lite Quirks & Gotchas
No developer gotchas reported.