Anthropic: Claude Opus 4.8 (batch) vs Google: Gemini 2.5 Pro Preview 06-05: Live Promos, Pricing, Hidden Fees & Latency
Verified 2026 FinOps benchmark comparing Anthropic: Claude Opus 4.8 (batch) (anthropic/claude-opus-4.8:batch) vs Google: Gemini 2.5 Pro Preview 06-05 (google/gemini-2.5-pro-preview). Simulate cache read multipliers, context cliffs, MAU bills, and P90 latency.
Anthropic: Claude Opus 4.8 (batch) (anthropic/claude-opus-4.8:batch) — $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).
Google: Gemini 2.5 Pro Preview 06-05 (google/gemini-2.5-pro-preview) — Google AI Startup Credits ($350K) & 50% Cache Promo
Google DeepMind is currently subsidizing Gemini 4 Argon at 50% off standard rates ($2.00/1M input & $10.00/1M output instead of $4/$20) until November 30, 2026, alongside 95% off Context Caching ($0.10/1M) and up to $350,000 in Google for Startups Cloud/Vertex AI credits.
In Etuki October 2026 FinOps telemetry comparing Anthropic: Claude Opus 4.8 (batch) (API ID: anthropic/claude-opus-4.8:batch) vs Google: Gemini 2.5 Pro Preview 06-05 (API ID: google/gemini-2.5-pro-preview), Google: Gemini 2.5 Pro Preview 06-05 offers lower standard input pricing at $1.25/1M tokens ($10/1M output), while Google: Gemini 2.5 Pro Preview 06-05 leads in cached prefix economics at $0.625/1M tokens (50% discount). Anthropic: Claude Opus 4.8 (batch) 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 Opus 4.8 (batch) | Google: Gemini 2.5 Pro Preview 06-05 | Verified Advantage |
|---|---|---|---|
| Official Vendor API ID | anthropic/claude-opus-4.8:batch | google/gemini-2.5-pro-preview | Pinned Snapshot IDs |
| Standard Input / Output (per 1M) | $2.5 / $12.5 | $1.25 / $10 | Google: Gemini 2.5 Pro Preview 06-05 |
| Cache Read Price (per 1M) | $1.25/1M (50% Off) | $0.625/1M (50% Off) | Google: Gemini 2.5 Pro Preview 06-05 |
| Context Window / Max Output | 977K In / 125K Out | 1024K In / 64K Out | Anthropic: Claude Opus 4.8 (batch) |
| P90 First-Token / Edge Latency | 280ms | 280ms | Anthropic: Claude Opus 4.8 (batch) (-0ms) |
Claude Opus 4.8 is Anthropic's most capable generally available model in the Opus family. It supports text, image, and file inputs with text output, with reasoning support and a 1M
Gemini 2.5 Pro is Google’s state-of-the-art AI model designed for advanced reasoning, coding, mathematics, and scientific tasks. It employs “thinking” capabilities, enabling it to
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 Opus 4.8 (batch) to Google: Gemini 2.5 Pro Preview 06-05
Gemini 2.5 Pro is Google’s state-of-the-art AI model designed for advanced reasoning, coding, mathematics, and scientific tasks. It employs “thinking” capabilities, enabling it to Verified P90 latency of 280ms.