Google: Gemini 3.5 Flash (batch) vs ByteDance Seed: Seed-2.0-Mini: Live Promos, Pricing, Hidden Fees & Latency
Verified 2026 FinOps benchmark comparing Google: Gemini 3.5 Flash (batch) (google/gemini-3.5-flash:batch) vs ByteDance Seed: Seed-2.0-Mini (bytedance-seed/seed-2.0-mini). Simulate cache read multipliers, context cliffs, MAU bills, and P90 latency.
Google: Gemini 3.5 Flash (batch) (google/gemini-3.5-flash:batch) — Google AI Startup Credits ($350K) & 50% Cache Promo
Google DeepMind is currently subsidizing Gemini 4 Argon at 50% off standard rates ($2.00/1M input & $10.00/1M output instead of $4/$20) until November 30, 2026, alongside 95% off Context Caching ($0.10/1M) and up to $350,000 in Google for Startups Cloud/Vertex AI credits.
ByteDance Seed: Seed-2.0-Mini (bytedance-seed/seed-2.0-mini) 2026 Q4 Developer Promotion & Volume Credits
Official 2026 Q4 promotion for ByteDance Seed: Seed-2.0-Mini: Activate ephemeral prefix caching to slash input costs by 50% (down to $0.05/1M) or route via asynchronous Batch API for 50% off standard token rates.
In Etuki October 2026 FinOps telemetry comparing Google: Gemini 3.5 Flash (batch) (API ID: google/gemini-3.5-flash:batch) vs ByteDance Seed: Seed-2.0-Mini (API ID: bytedance-seed/seed-2.0-mini), ByteDance Seed: Seed-2.0-Mini offers lower standard input pricing at $0.1/1M tokens ($0.4/1M output), while ByteDance Seed: Seed-2.0-Mini leads in cached prefix economics at $0.05/1M tokens (50% discount). Google: Gemini 3.5 Flash (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 | Google: Gemini 3.5 Flash (batch) | ByteDance Seed: Seed-2.0-Mini | Verified Advantage |
|---|---|---|---|
| Official Vendor API ID | google/gemini-3.5-flash:batch | bytedance-seed/seed-2.0-mini | Pinned Snapshot IDs |
| Standard Input / Output (per 1M) | $0.75 / $4.5 | $0.1 / $0.4 | ByteDance Seed: Seed-2.0-Mini |
| Cache Read Price (per 1M) | $0.375/1M (50% Off) | $0.05/1M (50% Off) | ByteDance Seed: Seed-2.0-Mini |
| Context Window / Max Output | 1024K In / 64K Out | 256K In / 128K Out | ByteDance Seed: Seed-2.0-Mini |
| P90 First-Token / Edge Latency | 280ms | 280ms | Google: Gemini 3.5 Flash (batch) (-0ms) |
Gemini 3.5 Flash is Google's high-efficiency multimodal model, bringing near-Pro level coding and reasoning at Flash-tier cost and speed. It is highly optimized for coding proficie
Seed-2.0-mini targets latency-sensitive, high-concurrency, and cost-sensitive scenarios, emphasizing fast response and flexible inference deployment. It delivers performance compar
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 Google: Gemini 3.5 Flash (batch) to ByteDance Seed: Seed-2.0-Mini
Seed-2.0-mini targets latency-sensitive, high-concurrency, and cost-sensitive scenarios, emphasizing fast response and flexible inference deployment. It delivers performance compar Verified P90 latency of 280ms.