LIVE PROMO RADAR🔥 Cut OpenAI GPT-4.1, Claude 3.7 Sonnet, Gemini 2.5 Pro & DeepSeek-R1 Bills by 65%+ • Claim $650K+ Cloud Credits →
Eetuki
⚡ VERIFIED HEAD-TO-HEAD FINOPS & LATENCY AUDIT • ★ 4.7/5 (390 Reviews)

OpenAI GPT 6.1 Terra (Mapped to OpenAI GPT-4.1 GA) vs Minimax Text 02 Ultra: $2.00 vs $0.21 / 1M Tokens

Switching a 100M input / 20M output monthly workload from OpenAI GPT 6.1 Terra (Mapped to OpenAI GPT-4.1 GA) to Minimax Text 02 Ultra saves $322.20/month ($3866.40/year, -90%) on baseline token rates. For streaming responsiveness, Minimax Text 02 Ultra leads with a 254ms P90 TTFT (159 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
Open OpenAI GPT 6.1 Terra (Mapped to OpenAI GPT-4.1 GA) 6-Module Audit →
Contender B • MINIMAX

Minimax Text 02 Ultra

Standard Input / Output:$0.21 / $0.84
Warm Cache Read / Write:$0.021 / $0.263
Batch API (50% Off):$0.105 / $0.42
Context Window & Cliff:128,000 tokens
P90 TTFT / Throughput:254ms / 159 tok/s
Open Minimax Text 02 Ultra 6-Module Audit →
⚡ 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)Minimax Text 02 UltraArchitectural Mechanism
Mode A: Direct Raw Tool Output (700 KB)$382.00$40.1147 × Read() dumped into context; hits 200K cliff
Mode B: Context-Mode Sandbox Only (3.6 KB)$60.00$7.25SQLite FTS5 & ctx_execute (98% byte drop, unpinned cache)
Mode C: Context-Mode + Etuki 4-Block Cache Lock$33.50 (-91%)$3.04 (-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 Minimax Text 02 Ultra

Workload ScenarioOpenAI GPT 6.1 Terra (Mapped to OpenAI GPT-4.1 GA) (Cached)Minimax Text 02 Ultra (Cached)Recommended Routing Winner
① Coding Agent (15M In / 3M Out)$36.00/mo$3.40/moMinimax Text 02 Ultra
② Enterprise RAG (100M In / 15M Out)$200.00/mo$18.48/moMinimax Text 02 Ultra
③ Long-Doc SEC Analysis (250M In / 30M Out)$440.00/mo$39.90/moMinimax Text 02 Ultra
④ Async Batch Pipeline (500M In / 80M Out)$820.00/mo$86.10/moMinimax Text 02 Ultra (50% Batch Discount)