Tier: open-weight
Context: 131K
Cheapest Host: DigitalOcean GPU Droplets ($200 Free Credit)
Llama 3.2 90B Vision Instruct Cloud Pricing, API Cost Calculator & Cheapest Providers
Live unit economics and multi-provider host arbitrage for Llama 3.2 90B Vision Instruct (meta-llama/llama-3.2-90b-vision-instruct).
Input tokens cost $0.35/1M, output tokens cost
$0.40/1M, and prompt cache reads drop to
$0.18/1M.
Input / Output / Cache Read
$0.35 / $0.40
Per 1M tokens · Cache Read: $0.18/1M
10,000 DAU Monthly Bill
$5,562/mo
Drops to $3,956/mo at 75% prompt cache hit rate
Speed & Context Spec
130 tok/s
1. Cheapest Cloud Providers for Llama 3.2 90B Vision Instruct (2026 Cloud Pricing & Latency Matrix)
Compare the cheapest cloud providers and GPU endpoints hosting Llama 3.2 90B Vision Instruct 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 |
|---|---|---|---|---|---|---|---|
| DigitalOcean GPU Droplets ($200 Free Credit) #1 Recommended Router | $0.35 | $0.40 | $0.18 | 237ms <400ms SLA ✓ | 118 tok/s | $5,562/mo | Deploy ($200 Free 60-Day Cloud Credit) → |
| Vultr Cloud GPU ($300 Free Credit) | $0.35 | $0.40 | $0.18 | 241ms <400ms SLA ✓ | 116 tok/s | $5,562/mo | Deploy ($300 Free GPU Cloud Credit) → |
| RunPod Serverless vLLM ($5–$500 Bonus) | $0.35 | $0.40 | $0.18 | 252ms <400ms SLA ✓ | 111 tok/s | $5,562/mo | Deploy ($5–$500 Free Bonus Credit) → |
| DeepInfra | $0.35 | $0.40 | $0.18 | 292ms <400ms SLA ✓ | 96 tok/s | $5,562/mo | Deploy (Get $50 Free API Credits) → |
| Fireworks AI | $0.90 | $0.90 | $0.45 | 215ms <400ms SLA ✓ | 130 tok/s | $13,932/mo | Deploy ($50 Free FireAttention Credits) → |
| Together AI | $1.20 | $1.20 | $0.60 | 255ms <400ms SLA ✓ | 110 tok/s | $18,576/mo | Deploy ($25 Free Inference Credits) → |
⚡ Live Provider Disparity Anchor: DigitalOcean GPU Droplets ($200 Free Credit) delivers Llama 3.2 90B Vision Instruct at $0.35/1M input while maintaining a real-time <400ms TTFT SLA (130 tok/s peak).
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) | $556.20/mo | $449.10/mo | $395.55/mo | $363.42/mo |
| 10,000 DAU (15.5B tok/mo) | $5,562/mo | $4,491/mo | $3,956/mo | $3,634/mo |
| 50,000 DAU (77.4B tok/mo) | $27,810/mo | $22,455/mo | $19,778/mo | $18,171/mo |
3. Frequently Asked Questions (Llama 3.2 90B Vision Instruct)
What are the cheapest cloud providers for Llama 3.2 90B Vision Instruct in 2026?
For Llama 3.2 90B Vision Instruct (meta-llama/llama-3.2-90b-vision-instruct), the cheapest cloud providers and GPU endpoints among 6 verified hosts are DigitalOcean GPU Droplets ($200 Free Credit), Vultr Cloud GPU ($300 Free Credit), RunPod Serverless vLLM ($5–$500 Bonus), starting at $0.35 per 1M input tokens, $0.40 per 1M output tokens, and $0.18 per 1M cached input reads (118 tok/s throughput). Teams can also claim $200 in free DigitalOcean GPU Droplet credits, $300 in Vultr Cloud GPU credits, or $5-$500 in RunPod Serverless vLLM bonus credits.
What is the Llama 3.2 90B Vision Instruct cloud pricing per 1M tokens?
Llama 3.2 90B Vision Instruct (DeepInfra) cloud pricing is $0.35 per 1M input tokens, $0.40 per 1M output tokens, and $0.18 per 1M cached input tokens. Its context window is 131K (131,072 tokens) with 8,192 max output tokens.
How much does Llama 3.2 90B Vision Instruct cost per month at 1,000, 10,000, and 50,000 DAU?
On a standard SaaS production workload (12 requests/user/day, 3,500 input + 800 output tokens), Llama 3.2 90B Vision Instruct costs $556.20/month at 1,000 DAU, $5,562/month at 10,000 DAU, and $27,810/month at 50,000 DAU. Enabling 75% prompt caching reduces the 10,000 DAU bill to $3,956/month.
4. Compare Llama 3.2 90B Vision Instruct Against Alternative Models
xAI Grok 2 Vision vs Llama 3.2 90B Vision Instruct
Side-by-side DAU cost & cache savings →
Claude 3.7 Sonnet Pricing Calculator
$3.00/1M in · $15.00/1M out →
Claude 3.7 Sonnet (Extended Thinking) Pricing Calculator
$3.00/1M in · $15.00/1M out →
Claude 3.5 Sonnet (v2) Pricing Calculator
$3.00/1M in · $15.00/1M out →
Claude 3.5 Haiku Pricing Calculator
$0.80/1M in · $4.00/1M out →
Claude 3 Opus (Legacy High-Cost) Pricing Calculator
$15.00/1M in · $75.00/1M out →
GPT-4o Pricing Calculator
$2.50/1M in · $10.00/1M out →