Fugu Max API Pricing — Token Cost Calculator & Cheapest Cloud Providers
Live unit economics and multi-provider host arbitrage for Fugu Max (sakana/fugu-max).
Input tokens cost $2.00/1M, output tokens cost
$6.00/1M, and prompt cache reads drop to
$0.25/1M.
1. Cheapest Cloud Providers for Fugu Max (2026 Cloud Pricing & Latency Matrix)
Compare the cheapest cloud providers and GPU endpoints hosting Fugu Max anchored by input price, output price, cache read discount, Time-to-First-Token (TTFT < 400ms SLA), and throughput speed:
| Provider / Endpoint | Input / 1M | Output / 1M | Cache Read / 1M | TTFT Latency & SLA | Throughput | 10K DAU Monthly Bill | Action |
|---|---|---|---|---|---|---|---|
| Sakana AI Direct / Primary #1 Recommended Router | $2.00 | $6.00 | $0.25 | 292ms <400ms SLA ✓ | 96 tok/s | $42,480/mo | Deploy (Unified API for 470+ Models) → |
| OpenRouter (0% Markup Failover) | $2.00 | $6.00 | $0.25 | 304ms <400ms SLA ✓ | 92 tok/s | $42,480/mo | Deploy (Unified API for 470+ Models) → |
2. Monthly SaaS Spend by DAU Scale & Prompt Cache Hit Rate
Exact monthly spend projections across 1,000 DAU, 10,000 DAU, and 50,000 DAU with 0%, 50%, 75%, and 90% prompt caching:
| Active Users (DAU) | Uncached (0% Hit) | 50% Cache Hit | 75% Cache Hit (RAG) | 90% Cache Hit (Agents) |
|---|---|---|---|---|
| 1,000 DAU (1.55B tok/mo) | $4,248/mo | $3,146/mo | $2,594/mo | $2,264/mo |
| 10,000 DAU (15.5B tok/mo) | $42,480/mo | $31,455/mo | $25,943/mo | $22,635/mo |
| 50,000 DAU (77.4B tok/mo) | $212,400/mo | $157,275/mo | $129,713/mo | $113,175/mo |
Interactive Fugu Max Monthly Spend & Cache Slider
3. Frequently Asked Questions (Fugu Max)
4. Compare Fugu Max Against Alternative Models
Drop Your Usage CSV, Paste Your System Prompt, or Rescue Your Monthly LLM Bill
100% browser-local FinOps auditing: drop your OpenRouter / OpenAI / Anthropic / Cursor usage CSV, count 20-turn agent loop bloat from your system prompt, or model instant savings across 61 models.
Export your 30-day activity CSV from OpenRouter, Anthropic Console, OpenAI Usage, or Cursor/Cline and drop it below (or paste raw CSV rows). Everything runs in your browser memory — no API keys or logs ever leave your device.
Embed Live Fugu Max Token Price Badge in Your GitHub README or Docs
Keep your open-source repo or internal engineering wiki automatically synced with live Fugu Max input/output pricing:
Engineering Unit Economics Verdict: Fugu Max Architecture, Context Ceiling & GPU Break-Even
1. Multi-Turn Agent Context Overflow Ceiling: With a 1,000,000 token context window and 128,000 max output limit, Fugu Max supports up to 147 consecutive agent turns (at 6,800 cumulative tokens/turn) before requiring sliding-window truncation or summary compression.
2. Prompt Caching & Latency SLA Headroom: Cached input reads on Fugu Max ($0.25/1M) cut input token spend by 88% compared to uncached prompts ($2.00/1M). Hosted on Sakana AI Direct / Primary, Time-to-First-Token averages 310ms (90ms faster than the 400ms real-time voice/chat SLA ceiling).
3. Serverless Token API vs. Self-Hosted vLLM Break-Even: Compared against a dedicated $2,150/mo 80GB H100 GPU instance (DigitalOcean GPU Droplets / Vultr Cloud GPU), serverless token billing for Fugu Max is more cost-effective up to 829 Daily Active Users (DAU).
With a massive 1,000,000-token context window, Fugu Max can ingest entire code repositories or multi-document corpora without vector chunking—provided your architecture pins static context at the top of the prompt for prefix caching ($0.25/1M cached read):
- 100,000-Token Full-Repo Prompt (0% Uncached): $204.80 per 1,000 queries
- 100,000-Token Prompt with 90% Prefix Cache Hit: $47.30 per 1,000 queries (saves $157.50 per 1K calls)
- Top-5 Vector RAG Retrieval (4,000-Token Chunk): $12.80 per 1,000 queries (lowest cost when cross-document global reasoning is not required).
