Anthropic: Claude Sonnet 4 vs OpenAI: GPT-6 Astra: Live Promos, Pricing, Hidden Fees & Latency
Verified 2026 FinOps benchmark comparing Anthropic: Claude Sonnet 4 (anthropic/claude-sonnet-4) vs OpenAI: GPT-6 Astra (openai/gpt-6-astra). Simulate cache read multipliers, context cliffs, MAU bills, and P90 latency.
Anthropic: Claude Sonnet 4 (anthropic/claude-sonnet-4) — $25,000 Startup Credits & 50% Cache Promo
Anthropic's Q4 2026 developer promotion combines $25,000 in Claude API credits for early-stage builders with a permanent 20% base price reduction on Opus 5.5 ($4/$20), 0.05x ($0.20/1M) prompt cache reads, and 50% off Batch API processing ($2/$10 with 300K max output).
OpenAI: GPT-6 Astra (openai/gpt-6-astra) 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 Anthropic: Claude Sonnet 4 (API ID: anthropic/claude-sonnet-4) vs OpenAI: GPT-6 Astra (API ID: openai/gpt-6-astra), Anthropic: Claude Sonnet 4 offers lower standard input pricing at $3/1M tokens ($15/1M output), while Anthropic: Claude Sonnet 4 leads in cached prefix economics at $1.5/1M tokens (50% discount). Anthropic: Claude Sonnet 4 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 | Anthropic: Claude Sonnet 4 | OpenAI: GPT-6 Astra | Verified Advantage |
|---|---|---|---|
| Official Vendor API ID | anthropic/claude-sonnet-4 | openai/gpt-6-astra | Pinned Snapshot IDs |
| Standard Input / Output (per 1M) | $3 / $15 | $10 / $50 | Anthropic: Claude Sonnet 4 |
| Cache Read Price (per 1M) | $1.5/1M (50% Off) | $5/1M (50% Off) | Anthropic: Claude Sonnet 4 |
| Context Window / Max Output | 195K In / 63K Out | 1025K In / 125K Out | OpenAI: GPT-6 Astra |
| P90 First-Token / Edge Latency | 280ms | 280ms | Anthropic: Claude Sonnet 4 (-0ms) |
Claude Sonnet 4 significantly enhances the capabilities of its predecessor, Sonnet 3.7, excelling in both coding and reasoning tasks with improved precision and controllability. Ac
GPT-6 Astra is OpenAI's flagship model for demanding end-to-end work. It is suited for advanced analysis, software engineering, deep research, scientific work, and document creatio
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 Anthropic: Claude Sonnet 4 to OpenAI: GPT-6 Astra
GPT-6 Astra is OpenAI's flagship model for demanding end-to-end work. It is suited for advanced analysis, software engineering, deep research, scientific work, and document creatio Verified P90 latency of 280ms.