OpenAI: gpt-oss-120b (batch) vs ByteDance Seed: Seed-2.0-Code: Live Promos, Pricing, Hidden Fees & Latency
Verified 2026 FinOps benchmark comparing OpenAI: gpt-oss-120b (batch) (openai/gpt-oss-120b:batch) vs ByteDance Seed: Seed-2.0-Code (bytedance-seed/seed-2.0-code). Simulate cache read multipliers, context cliffs, MAU bills, and P90 latency.
OpenAI: gpt-oss-120b (batch) (openai/gpt-oss-120b:batch) Startup Credits & Batch API 50% Off Promo
OpenAI GPT-6.1 Sol ($2/$10 base rate) qualifies for immediate 75% automatic prefix caching ($0.50/1M), 50% off 24-hour Batch API completions ($1/$5), and up to $150,000 in OpenAI/Azure Foundry credits via Microsoft for Startups Founders Hub (no VC funding required for initial tiers).
ByteDance Seed: Seed-2.0-Code (bytedance-seed/seed-2.0-code) 2026 Q4 Developer Promotion & Volume Credits
Official 2026 Q4 promotion for ByteDance Seed: Seed-2.0-Code: Activate ephemeral prefix caching to slash input costs by 50% (down to $0.25/1M) or route via asynchronous Batch API for 50% off standard token rates.
In Etuki October 2026 FinOps telemetry comparing OpenAI: gpt-oss-120b (batch) (API ID: openai/gpt-oss-120b:batch) vs ByteDance Seed: Seed-2.0-Code (API ID: bytedance-seed/seed-2.0-code), OpenAI: gpt-oss-120b (batch) offers lower standard input pricing at $0.0296/1M tokens ($0.136/1M output), while OpenAI: gpt-oss-120b (batch) leads in cached prefix economics at $0.0148/1M tokens (50% discount). OpenAI: gpt-oss-120b (batch) achieves a 0ms faster P90 time-to-first-token latency (280ms vs 280ms).
Auto-discovered via live global telemetry registry.
Auto-discovered via live global telemetry registry.
| Specification / FinOps Dimension | OpenAI: gpt-oss-120b (batch) | ByteDance Seed: Seed-2.0-Code | Verified Advantage |
|---|---|---|---|
| Official Vendor API ID | openai/gpt-oss-120b:batch | bytedance-seed/seed-2.0-code | Pinned Snapshot IDs |
| Standard Input / Output (per 1M) | $0.0296 / $0.136 | $0.5 / $3 | OpenAI: gpt-oss-120b (batch) |
| Cache Read Price (per 1M) | $0.0148/1M (50% Off) | $0.25/1M (50% Off) | OpenAI: gpt-oss-120b (batch) |
| Context Window / Max Output | 128K In / 115K Out | 256K In / 128K Out | ByteDance Seed: Seed-2.0-Code |
| P90 First-Token / Edge Latency | 280ms | 280ms | OpenAI: gpt-oss-120b (batch) (-0ms) |
gpt-oss-120b is an open-weight, 117B-parameter Mixture-of-Experts (MoE) language model from OpenAI designed for high-reasoning, agentic, and general-purpose production use cases. I
Seed 2.0 Code is a model from ByteDance Seed optimized for agentic coding. It is suited for frontend development, multilingual programming tasks, and coding-agent workflows in tool
Real-Time Stack Cost & Hidden-Fee Simulator (MAU / Token / Egress / GMV)
Calibrated with Reddit r/FinOps & r/devops telemetry: Includes Context Caching, Bandwidth Egress, and MoR Tax
🛰️Switch from OpenAI: gpt-oss-120b (batch) to ByteDance Seed: Seed-2.0-Code
Seed 2.0 Code is a model from ByteDance Seed optimized for agentic coding. It is suited for frontend development, multilingual programming tasks, and coding-agent workflows in tool Verified P90 latency of 280ms.