Anthropic: Claude Opus Latest vs Google: Gemma 3 4B: Live Promos, Pricing, Hidden Fees & Latency
Verified 2026 FinOps benchmark comparing Anthropic: Claude Opus Latest (~anthropic/claude-opus-latest) vs Google: Gemma 3 4B (google/gemma-3-4b-it). Simulate cache read multipliers, context cliffs, MAU bills, and P90 latency.
Anthropic: Claude Opus Latest (~anthropic/claude-opus-latest) — $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: Gemma 3 4B (google/gemma-3-4b-it) — 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 Latest (API ID: ~anthropic/claude-opus-latest) vs Google: Gemma 3 4B (API ID: google/gemma-3-4b-it), Google: Gemma 3 4B offers lower standard input pricing at $0.05/1M tokens ($0.1/1M output), while Google: Gemma 3 4B leads in cached prefix economics at $0.025/1M tokens (50% discount). Anthropic: Claude Opus Latest 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 Latest | Google: Gemma 3 4B | Verified Advantage |
|---|---|---|---|
| Official Vendor API ID | ~anthropic/claude-opus-latest | google/gemma-3-4b-it | Pinned Snapshot IDs |
| Standard Input / Output (per 1M) | $4 / $20 | $0.05 / $0.1 | Google: Gemma 3 4B |
| Cache Read Price (per 1M) | $2/1M (50% Off) | $0.025/1M (50% Off) | Google: Gemma 3 4B |
| Context Window / Max Output | 977K In / 125K Out | 128K In / 16K Out | Anthropic: Claude Opus Latest |
| P90 First-Token / Edge Latency | 280ms | 280ms | Anthropic: Claude Opus Latest (-0ms) |
This model always redirects to the latest model in the Claude Opus family.
Gemma 3 introduces multimodality, supporting vision-language input and text outputs. It handles context windows up to 128k tokens, understands over 140 languages, and offers improv
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 Latest to Google: Gemma 3 4B
Gemma 3 introduces multimodality, supporting vision-language input and text outputs. It handles context windows up to 128k tokens, understands over 140 languages, and offers improv Verified P90 latency of 280ms.