Anthropic Claude Haiku 5.5 vs Google: Gemini 3.1 Pro Preview (batch): Live Promos, Pricing, Hidden Fees & Latency
Verified 2026 FinOps benchmark comparing Anthropic Claude Haiku 5.5 (claude-haiku-5-5) vs Google: Gemini 3.1 Pro Preview (batch) (google/gemini-3.1-pro-preview:batch). Simulate cache read multipliers, context cliffs, MAU bills, and P90 latency.
Anthropic Claude Haiku 5.5 (claude-haiku-5-5) — $25,000 Startup Credits & 90% 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 3.1 Pro Preview (batch) (google/gemini-3.1-pro-preview:batch) — 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 Haiku 5.5 (API ID: claude-haiku-5-5) vs Google: Gemini 3.1 Pro Preview (batch) (API ID: google/gemini-3.1-pro-preview:batch), Anthropic Claude Haiku 5.5 offers lower standard input pricing at $0.1/1M tokens ($0.5/1M output), while Anthropic Claude Haiku 5.5 leads in cached prefix economics at $0.01/1M tokens (90% discount). Anthropic Claude Haiku 5.5 achieves a 160ms faster P90 time-to-first-token latency (120ms vs 280ms).
Severe Context Cliff: Prompts over 100,000 tokens jump 500% from $0.10/$0.50 to $0.50/$2.50 per 1M tokens!
Auto-discovered via live global telemetry registry.
| Specification / FinOps Dimension | Anthropic Claude Haiku 5.5 | Google: Gemini 3.1 Pro Preview (batch) | Verified Advantage |
|---|---|---|---|
| Official Vendor API ID | claude-haiku-5-5 | google/gemini-3.1-pro-preview:batch | Pinned Snapshot IDs |
| Standard Input / Output (per 1M) | $0.1 / $0.5 | $1 / $6 | Anthropic Claude Haiku 5.5 |
| Cache Read Price (per 1M) | $0.01/1M (90% Off) | $0.5/1M (50% Off) | Anthropic Claude Haiku 5.5 |
| Context Window / Max Output | 400K In / 64K Out | 1024K In / 64K Out | Anthropic Claude Haiku 5.5 |
| P90 First-Token / Edge Latency | 120ms | 280ms | Anthropic Claude Haiku 5.5 (-160ms) |
Ultra-fast classification, extraction, and routing model with $0.01/1M cache reads under 100K prompt tokens.
Gemini 3.1 Pro Preview is Google’s frontier reasoning model, delivering enhanced software engineering performance, improved agentic reliability, and more efficient token usage acro
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 Haiku 5.5 to Google: Gemini 3.1 Pro Preview (batch)
Gemini 3.1 Pro Preview is Google’s frontier reasoning model, delivering enhanced software engineering performance, improved agentic reliability, and more efficient token usage acro Verified P90 latency of 280ms.