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

Qwen: Qwen3 Coder 480B A35B vs Relace: Relace Search: Live Promos, Pricing, Hidden Fees & Latency

Verified 2026 FinOps benchmark comparing Qwen: Qwen3 Coder 480B A35B (qwen/qwen3-coder) vs Relace: Relace Search (relace/relace-search). 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 ($0.15/1M)

Qwen: Qwen3 Coder 480B A35B (qwen/qwen3-coder) 2026 Q4 Developer Promotion & Volume Credits

Official 2026 Q4 promotion for Qwen: Qwen3 Coder 480B A35B: Activate ephemeral prefix caching to slash input costs by 50% (down to $0.15/1M) 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 ($0.5/1M)

Relace: Relace Search (relace/relace-search) 2026 Q4 Developer Promotion & Volume Credits

Official 2026 Q4 promotion for Relace: Relace Search: Activate ephemeral prefix caching to slash input costs by 50% (down to $0.5/1M) or route via asynchronous Batch API for 50% off standard token rates.

Official Portal
GEO Executive Citation Block (AI Overview & Perplexity Verified)API IDs: qwen/qwen3-coder vs relace/relace-search

In Etuki October 2026 FinOps telemetry comparing Qwen: Qwen3 Coder 480B A35B (API ID: qwen/qwen3-coder) vs Relace: Relace Search (API ID: relace/relace-search), Qwen: Qwen3 Coder 480B A35B offers lower standard input pricing at $0.3/1M tokens ($1/1M output), while Qwen: Qwen3 Coder 480B A35B leads in cached prefix economics at $0.15/1M tokens (50% discount). Qwen: Qwen3 Coder 480B A35B achieves a 0ms faster P90 time-to-first-token latency (280ms vs 280ms).

Qwen: Qwen3 Coder 480B A35B Cliff & Fee Auditqwen/qwen3-coder

Auto-discovered via live global telemetry registry.

Relace: Relace Search Cliff & Fee Auditrelace/relace-search

Auto-discovered via live global telemetry registry.

Specification / FinOps DimensionQwen: Qwen3 Coder 480B A35BRelace: Relace SearchVerified Advantage
Official Vendor API IDqwen/qwen3-coderrelace/relace-searchPinned Snapshot IDs
Standard Input / Output (per 1M)$0.3 / $1$1 / $3Qwen: Qwen3 Coder 480B A35B
Cache Read Price (per 1M)$0.15/1M (50% Off)$0.5/1M (50% Off)Qwen: Qwen3 Coder 480B A35B
Context Window / Max Output256K In / 64K Out250K In / 125K OutRelace: Relace Search
P90 First-Token / Edge Latency280ms280msQwen: Qwen3 Coder 480B A35B (-0ms)
🛰️

Qwen: Qwen3 Coder 480B A35B

API ID: qwen/qwen3-coder • Live Registry
Base / Input Rate$0.3/1M

Qwen3-Coder-480B-A35B-Instruct is a Mixture-of-Experts (MoE) code generation model developed by the Qwen team. It is optimized for agentic coding tasks such as function calling, to

Output / 1M Tokens:$1
Promo Cache Read Rate:$0.15/1M (50% Off)
Verified P90 Latency:280ms
Key Production Capabilities:
API ID: qwen/qwen3-coder
256K Context Window
64K Max Output
Deploy with Qwen: Qwen3 Coder 480B A35B
🛰️

Relace: Relace Search

API ID: relace/relace-search • Live Registry
Base / Input Rate$1/1M

The relace-search model uses 4-12 `view_file` and `grep` tools in parallel to explore a codebase and return relevant files to the user request. In contrast to RAG, relace-search pe

Output / 1M Tokens:$3
Promo Cache Read Rate:$0.5/1M (50% Off)
Verified P90 Latency:280ms
Key Production Capabilities:
API ID: relace/relace-search
250K Context Window
125K Max Output
Deploy with Relace: Relace Search

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 ~$581/yr with Qwen: Qwen3 Coder 480B A35B
Active Users:25,000 MAU
LLM Volume:50M (50% Cache)
Cloud Egress:2,000 GB/mo
Monthly GMV:$20,000/mo
🛰️ Qwen: Qwen3 Coder 480B A35BEstimated True Monthly Bill
$22.88/mo
🛰️ Relace: Relace SearchEstimated True Monthly Bill
$71.25/mo
Optimal FinOps Verdict: Deploying Qwen: Qwen3 Coder 480B A35B saves $48.38/month ($581/year) at 25,000 MAU & 2,000 GB egress.
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🛰️Switch from Qwen: Qwen3 Coder 480B A35B to Relace: Relace Search

The relace-search model uses 4-12 `view_file` and `grep` tools in parallel to explore a codebase and return relevant files to the user request. In contrast to RAG, relace-search pe Verified P90 latency of 280ms.

✓ API ID: relace/relace-search✓ 250K Context Window✓ 125K Max Output