OpenAI: GPT-3.5 Turbo (older v0613) vs OpenAI: GPT-5.4 Pro: Live Promos, Pricing, Hidden Fees & Latency
Verified 2026 FinOps benchmark comparing OpenAI: GPT-3.5 Turbo (older v0613) (openai/gpt-3.5-turbo-0613) vs OpenAI: GPT-5.4 Pro (openai/gpt-5.4-pro). Simulate cache read multipliers, context cliffs, MAU bills, and P90 latency.
OpenAI: GPT-3.5 Turbo (older v0613) (openai/gpt-3.5-turbo-0613) Startup Credits & Batch API 50% Off Promo
OpenAI GPT-6.1 Sol ($2/$10 base rate) qualifies for immediate 75% automatic prefix caching ($0.50/1M), 50% off 24-hour Batch API completions ($1/$5), and up to $150,000 in OpenAI/Azure Foundry credits via Microsoft for Startups Founders Hub (no VC funding required for initial tiers).
OpenAI: GPT-5.4 Pro (openai/gpt-5.4-pro) Startup Credits & Batch API 50% Off Promo
OpenAI GPT-6.1 Sol ($2/$10 base rate) qualifies for immediate 75% automatic prefix caching ($0.50/1M), 50% off 24-hour Batch API completions ($1/$5), and up to $150,000 in OpenAI/Azure Foundry credits via Microsoft for Startups Founders Hub (no VC funding required for initial tiers).
In Etuki October 2026 FinOps telemetry comparing OpenAI: GPT-3.5 Turbo (older v0613) (API ID: openai/gpt-3.5-turbo-0613) vs OpenAI: GPT-5.4 Pro (API ID: openai/gpt-5.4-pro), OpenAI: GPT-3.5 Turbo (older v0613) offers lower standard input pricing at $1/1M tokens ($2/1M output), while OpenAI: GPT-3.5 Turbo (older v0613) leads in cached prefix economics at $0.5/1M tokens (50% discount). OpenAI: GPT-3.5 Turbo (older v0613) achieves a 0ms faster P90 time-to-first-token latency (280ms vs 280ms).
Auto-discovered via live global telemetry registry.
Auto-discovered via live global telemetry registry.
| Specification / FinOps Dimension | OpenAI: GPT-3.5 Turbo (older v0613) | OpenAI: GPT-5.4 Pro | Verified Advantage |
|---|---|---|---|
| Official Vendor API ID | openai/gpt-3.5-turbo-0613 | openai/gpt-5.4-pro | Pinned Snapshot IDs |
| Standard Input / Output (per 1M) | $1 / $2 | $30 / $180 | OpenAI: GPT-3.5 Turbo (older v0613) |
| Cache Read Price (per 1M) | $0.5/1M (50% Off) | $15/1M (50% Off) | OpenAI: GPT-3.5 Turbo (older v0613) |
| Context Window / Max Output | 4K In / 4K Out | 1025K In / 125K Out | OpenAI: GPT-5.4 Pro |
| P90 First-Token / Edge Latency | 280ms | 280ms | OpenAI: GPT-3.5 Turbo (older v0613) (-0ms) |
GPT-3.5 Turbo is OpenAI's fastest model. It can understand and generate natural language or code, and is optimized for chat and traditional completion tasks. Training data up to S
GPT-5.4 Pro is OpenAI's most advanced model, building on GPT-5.4's unified architecture with enhanced reasoning capabilities for complex, high-stakes tasks. It features a 1M+ token
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
🛰️Switch from OpenAI: GPT-3.5 Turbo (older v0613) to OpenAI: GPT-5.4 Pro
GPT-5.4 Pro is OpenAI's most advanced model, building on GPT-5.4's unified architecture with enhanced reasoning capabilities for complex, high-stakes tasks. It features a 1M+ token Verified P90 latency of 280ms.