⚡ VERIFIED HEAD-TO-HEAD FINOPS & LATENCY AUDIT • ★ 4.7/5 (345 Reviews)
Anthropic Claude 3.5 Haiku vs OpenAI GPT-4.1: $0.80 vs $2.00 / 1M Tokens
Switching a 100M input / 20M output monthly workload from OpenAI GPT-4.1 to Anthropic Claude 3.5 Haiku saves $200.00/month ($2400.00/year, -60%) on baseline token rates. For streaming responsiveness, Anthropic Claude 3.5 Haiku leads with a 285ms P90 TTFT (132 tok/s).
Contender A • Anthropic
Anthropic Claude 3.5 Haiku
Standard Input / Output:$0.80 / $4.00
Warm Cache Read / Write:$0.08 / $1
Batch API (50% Off):$0.4 / $2
Context Window & Cliff:200,000 tokens
P90 TTFT / Throughput:285ms / 132 tok/s
Contender B • OpenAI
OpenAI GPT-4.1
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) | Anthropic Claude 3.5 Haiku | OpenAI GPT-4.1 | Architectural Mechanism |
|---|---|---|---|
| Mode A: Direct Raw Tool Output (700 KB) | $156.00 | $382.00 | 47 × Read() dumped into context; hits 200K cliff |
| Mode B: Context-Mode Sandbox Only (3.6 KB) | $30.00 | $60.00 | SQLite FTS5 & ctx_execute (98% byte drop, unpinned cache) |
| Mode C: Context-Mode + Etuki 4-Block Cache Lock | $13.60 (-91%) | $33.50 (-91%) | 98% tool stdout folding + 90% warm 0.1x prefix cache hit |
Monthly Enterprise Workload TCO: Anthropic Claude 3.5 Haiku vs OpenAI GPT-4.1
| Workload Scenario | Anthropic Claude 3.5 Haiku (Cached) | OpenAI GPT-4.1 (Cached) | Recommended Routing Winner |
|---|---|---|---|
| ① Coding Agent (15M In / 3M Out) | $15.36/mo | $36.00/mo | Anthropic Claude 3.5 Haiku |
| ② Enterprise RAG (100M In / 15M Out) | $82.40/mo | $200.00/mo | Anthropic Claude 3.5 Haiku |
| ③ Long-Doc SEC Analysis (250M In / 30M Out) | $176.00/mo | $440.00/mo | Anthropic Claude 3.5 Haiku |
| ④ Async Batch Pipeline (500M In / 80M Out) | $360.00/mo | $820.00/mo | Anthropic Claude 3.5 Haiku (50% Batch Discount) |