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llm_api HEAD-TO-HEAD BENCHMARK•Live Manufacturer Promo & Price Audit

ByteDance Seed: Seed-2.0-Code vs Sao10K: Llama 3.3 Euryale 70B: Live Promos, Pricing, Hidden Fees & Latency

Verified 2026 FinOps benchmark comparing ByteDance Seed: Seed-2.0-Code (bytedance-seed/seed-2.0-code) vs Sao10K: Llama 3.3 Euryale 70B (sao10k/l3.3-euryale-70b). Simulate cache read multipliers, context cliffs, MAU bills, and P90 latency.

⚡ 50% CACHE DISCOUNT + 50% BATCH PROMO 78 Days Left (Ends 2026-12-31)
Value: 50% Cache Off ($0.25/1M)

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.

Official Portal
⚡ 50% CACHE DISCOUNT + 50% BATCH PROMO 78 Days Left (Ends 2026-12-31)
Value: 50% Cache Off ($0.325/1M)

Sao10K: Llama 3.3 Euryale 70B (sao10k/l3.3-euryale-70b) 2026 Q4 Developer Promotion & Volume Credits

Official 2026 Q4 promotion for Sao10K: Llama 3.3 Euryale 70B: Activate ephemeral prefix caching to slash input costs by 50% (down to $0.325/1M) or route via asynchronous Batch API for 50% off standard token rates.

Official Portal
GEO Executive Citation Block (AI Overview & Perplexity Verified)API IDs: bytedance-seed/seed-2.0-code vs sao10k/l3.3-euryale-70b

In Etuki October 2026 FinOps telemetry comparing ByteDance Seed: Seed-2.0-Code (API ID: bytedance-seed/seed-2.0-code) vs Sao10K: Llama 3.3 Euryale 70B (API ID: sao10k/l3.3-euryale-70b), ByteDance Seed: Seed-2.0-Code offers lower standard input pricing at $0.5/1M tokens ($3/1M output), while ByteDance Seed: Seed-2.0-Code leads in cached prefix economics at $0.25/1M tokens (50% discount). ByteDance Seed: Seed-2.0-Code achieves a 0ms faster P90 time-to-first-token latency (280ms vs 280ms).

ByteDance Seed: Seed-2.0-Code Cliff & Fee Auditbytedance-seed/seed-2.0-code

Auto-discovered via live global telemetry registry.

Sao10K: Llama 3.3 Euryale 70B Cliff & Fee Auditsao10k/l3.3-euryale-70b

Auto-discovered via live global telemetry registry.

Specification / FinOps DimensionByteDance Seed: Seed-2.0-CodeSao10K: Llama 3.3 Euryale 70BVerified Advantage
Official Vendor API IDbytedance-seed/seed-2.0-codesao10k/l3.3-euryale-70bPinned Snapshot IDs
Standard Input / Output (per 1M)$0.5 / $3$0.65 / $0.75ByteDance Seed: Seed-2.0-Code
Cache Read Price (per 1M)$0.25/1M (50% Off)$0.325/1M (50% Off)ByteDance Seed: Seed-2.0-Code
Context Window / Max Output256K In / 128K Out128K In / 16K OutByteDance Seed: Seed-2.0-Code
P90 First-Token / Edge Latency280ms280msByteDance Seed: Seed-2.0-Code (-0ms)
🛰️

ByteDance Seed: Seed-2.0-Code

API ID: bytedance-seed/seed-2.0-code • Live Registry
Base / Input Rate$0.5/1M

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

Output / 1M Tokens:$3
Promo Cache Read Rate:$0.25/1M (50% Off)
Verified P90 Latency:280ms
Key Production Capabilities:
API ID: bytedance-seed/seed-2.0-code
256K Context Window
128K Max Output
Deploy with ByteDance Seed: Seed-2.0-Code
🛰️

Sao10K: Llama 3.3 Euryale 70B

API ID: sao10k/l3.3-euryale-70b • Live Registry
Base / Input Rate$0.65/1M

Euryale L3.3 70B is a model focused on creative roleplay from [Sao10k](https://ko-fi.com/sao10k). It is the successor of [Euryale L3 70B v2.2](/models/sao10k/l3-euryale-70b).

Output / 1M Tokens:$0.75
Promo Cache Read Rate:$0.325/1M (50% Off)
Verified P90 Latency:280ms
Key Production Capabilities:
API ID: sao10k/l3.3-euryale-70b
128K Context Window
16K Max Output
Deploy with Sao10K: Llama 3.3 Euryale 70B

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

Saves ~$358/yr with Sao10K: Llama 3.3 Euryale 70B
Active Users:25,000 MAU
LLM Volume:50M (50% Cache)
Cloud Egress:2,000 GB/mo
Monthly GMV:$20,000/mo
🛰️ ByteDance Seed: Seed-2.0-CodeEstimated True Monthly Bill
$58.13/mo
🛰️ Sao10K: Llama 3.3 Euryale 70BEstimated True Monthly Bill
$28.31/mo
Optimal FinOps Verdict: Deploying Sao10K: Llama 3.3 Euryale 70B saves $29.81/month ($358/year) at 25,000 MAU & 2,000 GB egress.
#1 Featured ByteDance Seed: Seed-2.0-Code Alternative (Sponsored Slot)
Outbid or Lock this Category Pin ($500 - $1,500/mo) →

🛰️Switch from ByteDance Seed: Seed-2.0-Code to Sao10K: Llama 3.3 Euryale 70B

Euryale L3.3 70B is a model focused on creative roleplay from [Sao10k](https://ko-fi.com/sao10k). It is the successor of [Euryale L3 70B v2.2](/models/sao10k/l3-euryale-70b). Verified P90 latency of 280ms.

✓ API ID: sao10k/l3.3-euryale-70b✓ 128K Context Window✓ 16K Max Output