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Eetuki
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OpenAI GPT 6.1 Terra (Mapped to OpenAI GPT-4.1 GA) vs Qwen 3.8 Flash: $2.00 vs $0.42 / 1M Tokens

Switching a 100M input / 20M output monthly workload from OpenAI GPT 6.1 Terra (Mapped to OpenAI GPT-4.1 GA) to Qwen 3.8 Flash saves $280.20/month ($3362.40/year, -79%) on baseline token rates. For streaming responsiveness, Qwen 3.8 Flash leads with a 306ms P90 TTFT (151 tok/s).

Contender A • OpenAI

OpenAI GPT 6.1 Terra (Mapped to OpenAI GPT-4.1 GA)

Standard Input / Output:$2.00 / $8.00
Warm Cache Read / Write:$0.5 / $2
Batch API (50% Off):$1 / $4
Context Window & Cliff:1,000,000 tokens
P90 TTFT / Throughput:410ms / 98 tok/s
Contender B • QWEN

Qwen 3.8 Flash

Standard Input / Output:$0.42 / $1.89
Warm Cache Read / Write:$0.042 / $0.525
Batch API (50% Off):$0.21 / $0.945
Context Window & Cliff:200,000 tokens
P90 TTFT / Throughput:306ms / 151 tok/s
⚡ CONTEXT-MODE SANDBOX (315KB → 5.4KB) × ETUKI CACHE PINNING BENCHMARKOpen Full Context-Mode Calculator →

Coding Agent TCO (100 Sessions): Raw Tool Output (700KB) vs. Context-Mode + Etuki Prefix Cache

Execution Mode (100 Agent Sessions)OpenAI GPT 6.1 Terra (Mapped to OpenAI GPT-4.1 GA)Qwen 3.8 FlashArchitectural Mechanism
Mode A: Direct Raw Tool Output (700 KB)$382.00$81.0647 × Read() dumped into context; hits 200K cliff
Mode B: Context-Mode Sandbox Only (3.6 KB)$60.00$15.12SQLite FTS5 & ctx_execute (98% byte drop, unpinned cache)
Mode C: Context-Mode + Etuki 4-Block Cache Lock$33.50 (-91%)$6.62 (-92%)98% tool stdout folding + 90% warm 0.1x prefix cache hit

Monthly Enterprise Workload TCO: OpenAI GPT 6.1 Terra (Mapped to OpenAI GPT-4.1 GA) vs Qwen 3.8 Flash

Workload ScenarioOpenAI GPT 6.1 Terra (Mapped to OpenAI GPT-4.1 GA) (Cached)Qwen 3.8 Flash (Cached)Recommended Routing Winner
① Coding Agent (15M In / 3M Out)$36.00/mo$7.43/moQwen 3.8 Flash
② Enterprise RAG (100M In / 15M Out)$200.00/mo$40.11/moQwen 3.8 Flash
③ Long-Doc SEC Analysis (250M In / 30M Out)$440.00/mo$86.10/moQwen 3.8 Flash
④ Async Batch Pipeline (500M In / 80M Out)$820.00/mo$180.60/moQwen 3.8 Flash (50% Batch Discount)