OpenAI: GPT-5.3-Codex vs LiquidAI: LFM2.5-2.6B (free): Live Promos, Pricing, Hidden Fees & Latency
Verified 2026 FinOps benchmark comparing OpenAI: GPT-5.3-Codex (openai/gpt-5.3-codex) vs LiquidAI: LFM2.5-2.6B (free) (liquid/lfm-2.5-2.6b:free). Simulate cache read multipliers, context cliffs, MAU bills, and P90 latency.
OpenAI: GPT-5.3-Codex (openai/gpt-5.3-codex) 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).
LiquidAI: LFM2.5-2.6B (free) (liquid/lfm-2.5-2.6b:free) 2026 Q4 Developer Promotion & Volume Credits
Official 2026 Q4 promotion for LiquidAI: LFM2.5-2.6B (free): Activate ephemeral prefix caching to slash input costs by 50% (down to $0/1M) or route via asynchronous Batch API for 50% off standard token rates.
In Etuki October 2026 FinOps telemetry comparing OpenAI: GPT-5.3-Codex (API ID: openai/gpt-5.3-codex) vs LiquidAI: LFM2.5-2.6B (free) (API ID: liquid/lfm-2.5-2.6b:free), LiquidAI: LFM2.5-2.6B (free) offers lower standard input pricing at $0/1M tokens ($0/1M output), while LiquidAI: LFM2.5-2.6B (free) leads in cached prefix economics at $0/1M tokens (50% discount). OpenAI: GPT-5.3-Codex 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-5.3-Codex | LiquidAI: LFM2.5-2.6B (free) | Verified Advantage |
|---|---|---|---|
| Official Vendor API ID | openai/gpt-5.3-codex | liquid/lfm-2.5-2.6b:free | Pinned Snapshot IDs |
| Standard Input / Output (per 1M) | $1.75 / $14 | $0 / $0 | LiquidAI: LFM2.5-2.6B (free) |
| Cache Read Price (per 1M) | $0.875/1M (50% Off) | $0/1M (50% Off) | LiquidAI: LFM2.5-2.6B (free) |
| Context Window / Max Output | 391K In / 125K Out | 64K In / 8K Out | OpenAI: GPT-5.3-Codex |
| P90 First-Token / Edge Latency | 280ms | 280ms | OpenAI: GPT-5.3-Codex (-0ms) |
GPT-5.3-Codex is OpenAI’s most advanced agentic coding model, combining the frontier software engineering performance of GPT-5.2-Codex with the broader reasoning and professional k
LFM2.5-2.6B is a compact reasoning model from Liquid AI. It is suited for agent workflows, data extraction, RAG, and long-context processing. Liquid advises against using it for ag
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-5.3-Codex to LiquidAI: LFM2.5-2.6B (free)
LFM2.5-2.6B is a compact reasoning model from Liquid AI. It is suited for agent workflows, data extraction, RAG, and long-context processing. Liquid advises against using it for ag Verified P90 latency of 280ms.