Anthropic: Claude Opus 4.8 vs Anthropic: Claude Opus 4.1 (batch): Live Promos, Pricing, Hidden Fees & Latency
Verified 2026 FinOps benchmark comparing Anthropic: Claude Opus 4.8 (anthropic/claude-opus-4.8) vs Anthropic: Claude Opus 4.1 (batch) (anthropic/claude-opus-4.1:batch). Simulate cache read multipliers, context cliffs, MAU bills, and P90 latency.
Anthropic: Claude Opus 4.8 (anthropic/claude-opus-4.8) — $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).
Anthropic: Claude Opus 4.1 (batch) (anthropic/claude-opus-4.1: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).
In Etuki October 2026 FinOps telemetry comparing Anthropic: Claude Opus 4.8 (API ID: anthropic/claude-opus-4.8) vs Anthropic: Claude Opus 4.1 (batch) (API ID: anthropic/claude-opus-4.1:batch), Anthropic: Claude Opus 4.8 offers lower standard input pricing at $5/1M tokens ($25/1M output), while Anthropic: Claude Opus 4.8 leads in cached prefix economics at $2.5/1M tokens (50% discount). Anthropic: Claude Opus 4.8 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 | Anthropic: Claude Opus 4.1 (batch) | Verified Advantage |
|---|---|---|---|
| Official Vendor API ID | anthropic/claude-opus-4.8 | anthropic/claude-opus-4.1:batch | Pinned Snapshot IDs |
| Standard Input / Output (per 1M) | $5 / $25 | $7.5 / $37.5 | Anthropic: Claude Opus 4.8 |
| Cache Read Price (per 1M) | $2.5/1M (50% Off) | $3.75/1M (50% Off) | Anthropic: Claude Opus 4.8 |
| Context Window / Max Output | 977K In / 125K Out | 195K In / 31K Out | Anthropic: Claude Opus 4.8 |
| P90 First-Token / Edge Latency | 280ms | 280ms | Anthropic: Claude Opus 4.8 (-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
Claude Opus 4.1 is an updated version of Anthropic’s flagship model, offering improved performance in coding, reasoning, and agentic tasks. It achieves 74.5% on SWE-bench Verified
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 to Anthropic: Claude Opus 4.1 (batch)
Claude Opus 4.1 is an updated version of Anthropic’s flagship model, offering improved performance in coding, reasoning, and agentic tasks. It achieves 74.5% on SWE-bench Verified Verified P90 latency of 280ms.