⚡ VERIFIED HEAD-TO-HEAD FINOPS & LATENCY AUDIT • ★ 4.9/5 (386 Reviews)
GPT 5.4 Nano vs OpenAI GPT 6.1 Terra (Mapped to OpenAI GPT-4.1 GA): $0.39 vs $2.00 / 1M Tokens
Switching a 100M input / 20M output monthly workload from OpenAI GPT 6.1 Terra (Mapped to OpenAI GPT-4.1 GA) to GPT 5.4 Nano saves $289.80/month ($3477.60/year, -81%) on baseline token rates. For streaming responsiveness, GPT 5.4 Nano leads with a 320ms P90 TTFT (165 tok/s).
Contender A • GPT
GPT 5.4 Nano
Standard Input / Output:$0.39 / $1.56
Warm Cache Read / Write:$0.039 / $0.488
Batch API (50% Off):$0.195 / $0.78
Context Window & Cliff:200,000 tokens
P90 TTFT / Throughput:320ms / 165 tok/s
Contender B • 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
⚡ 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) | GPT 5.4 Nano | OpenAI GPT 6.1 Terra (Mapped to OpenAI GPT-4.1 GA) | Architectural Mechanism |
|---|---|---|---|
| Mode A: Direct Raw Tool Output (700 KB) | $74.49 | $382.00 | 47 × Read() dumped into context; hits 200K cliff |
| Mode B: Context-Mode Sandbox Only (3.6 KB) | $13.46 | $60.00 | SQLite FTS5 & ctx_execute (98% byte drop, unpinned cache) |
| Mode C: Context-Mode + Etuki 4-Block Cache Lock | $5.66 (-92%) | $33.50 (-91%) | 98% tool stdout folding + 90% warm 0.1x prefix cache hit |
Monthly Enterprise Workload TCO: GPT 5.4 Nano vs OpenAI GPT 6.1 Terra (Mapped to OpenAI GPT-4.1 GA)
| Workload Scenario | GPT 5.4 Nano (Cached) | OpenAI GPT 6.1 Terra (Mapped to OpenAI GPT-4.1 GA) (Cached) | Recommended Routing Winner |
|---|---|---|---|
| ① Coding Agent (15M In / 3M Out) | $6.32/mo | $36.00/mo | GPT 5.4 Nano |
| ② Enterprise RAG (100M In / 15M Out) | $34.32/mo | $200.00/mo | GPT 5.4 Nano |
| ③ Long-Doc SEC Analysis (250M In / 30M Out) | $74.10/mo | $440.00/mo | GPT 5.4 Nano |
| ④ Async Batch Pipeline (500M In / 80M Out) | $159.90/mo | $820.00/mo | GPT 5.4 Nano (50% Batch Discount) |