Tier: fast Context: 131K Cheapest Host: DeepInfra (Ultra-Low Cost)

Llama 3.1 8B Instruct Cloud Pricing, API Cost Calculator & Cheapest Providers

Q: What are the cheapest cloud providers for Llama 3.1 8B Instruct in 2026?

For Llama 3.1 8B Instruct (meta-llama/llama-3.1-8b-instruct), the cheapest cloud providers and GPU endpoints among 4 verified hosts are DeepInfra (Ultra-Low Cost), Groq LPU (750 tok/s), Cerebras (2,400 tok/s), starting at $0.03 per 1M input tokens, $0.05 per 1M output tokens, and $0.015 per 1M cached input reads (180 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.

Q: What is the Llama 3.1 8B Instruct cloud pricing per 1M tokens?

Llama 3.1 8B Instruct (Groq) cloud pricing is $0.03 per 1M input tokens, $0.05 per 1M output tokens, and $0.015 per 1M cached input tokens. Its context window is 131K (131,072 tokens) with 117,964 max output tokens.

Q: How much does Llama 3.1 8B 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 3.1 8B Instruct costs $52.20/month at 1,000 DAU, $522.00/month at 10,000 DAU, and $2,610/month at 50,000 DAU. Enabling 75% prompt caching reduces the 10,000 DAU bill to $380.25/month.

Live unit economics and multi-provider host arbitrage for Llama 3.1 8B Instruct (meta-llama/llama-3.1-8b-instruct). Input tokens cost $0.03/1M, output tokens cost $0.05/1M, and prompt cache reads drop to $0.015/1M.

Deploy on DeepInfra (Ultra-Low Cost) (Get $50 Free API Credits) → Download 58-Model CFO Excel Audit ($29) → Simulate Llama 3.1 8B Instruct Workload → Stress-Test SaaS Gross Margin

Input / Output / Cache Read

$0.03 / $0.05

Per 1M tokens · Cache Read: $0.015/1M

Get DeepInfra (Ultra-Low Cost) API Key →

10,000 DAU Monthly Bill

$522.00/mo

Drops to $380.25/mo at 75% prompt cache hit rate

Export CFO .xlsx Audit ($29) →

Speed & Context Spec

2400 tok/s

Context: 131,072 · Max Out: 117,964

Claim $200 DigitalOcean GPU Credit → · RunPod H100 GPUs →

1. Cheapest Cloud Providers for Llama 3.1 8B Instruct (2026 Cloud Pricing & Latency Matrix)

Compare the cheapest cloud providers and GPU endpoints hosting Llama 3.1 8B 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
DeepInfra (Ultra-Low Cost) #1 Recommended Router	$0.03	$0.05	$0.015	156ms <400ms SLA ✓	180 tok/s	$522.00/mo	Deploy (Get $50 Free API Credits) →
Groq LPU (750 tok/s)	$0.05	$0.08	$0.025	110ms <400ms SLA ✓	750 tok/s	$860.40/mo	Deploy (500+ tok/s LPU Free Tier) →
Cerebras (2,400 tok/s)	$0.10	$0.10	$0.05	110ms <400ms SLA ✓	2400 tok/s	$1,548/mo	Deploy (2,000+ tok/s Inference Tier) →
Together AI	$0.18	$0.18	$0.09	117ms <400ms SLA ✓	240 tok/s	$2,786/mo	Deploy ($25 Free Inference Credits) →

⚡ Live Provider Disparity Anchor: DeepInfra (Ultra-Low Cost) delivers Llama 3.1 8B Instruct at $0.03/1M input while maintaining a real-time <400ms TTFT SLA (2400 tok/s peak).

📣 Host Llama 3.1 8B Instruct? Pin #1 Router Slot ($299/mo) → ⚡ Claim Global Smart Router Gateway Slot ($499/mo) →

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)	$52.20/mo	$42.75/mo	$38.03/mo	$35.19/mo
10,000 DAU (15.5B tok/mo)	$522.00/mo	$427.50/mo	$380.25/mo	$351.90/mo
50,000 DAU (77.4B tok/mo)	$2,610/mo	$2,138/mo	$1,901/mo	$1,760/mo

3. Frequently Asked Questions (Llama 3.1 8B Instruct)

What are the cheapest cloud providers for Llama 3.1 8B Instruct in 2026?

For Llama 3.1 8B Instruct (meta-llama/llama-3.1-8b-instruct), the cheapest cloud providers and GPU endpoints among 4 verified hosts are DeepInfra (Ultra-Low Cost), Groq LPU (750 tok/s), Cerebras (2,400 tok/s), starting at $0.03 per 1M input tokens, $0.05 per 1M output tokens, and $0.015 per 1M cached input reads (180 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 3.1 8B Instruct cloud pricing per 1M tokens?

Llama 3.1 8B Instruct (Groq) cloud pricing is $0.03 per 1M input tokens, $0.05 per 1M output tokens, and $0.015 per 1M cached input tokens. Its context window is 131K (131,072 tokens) with 117,964 max output tokens.

How much does Llama 3.1 8B 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 3.1 8B Instruct costs $52.20/month at 1,000 DAU, $522.00/month at 10,000 DAU, and $2,610/month at 50,000 DAU. Enabling 75% prompt caching reduces the 10,000 DAU bill to $380.25/month.

4. Compare Llama 3.1 8B Instruct Against Alternative Models

Microsoft Phi-4 (14B Dense) vs Llama 3.1 8B Instruct Side-by-side DAU cost & cache savings → DeepSeek R1 Distill Llama 8B vs Llama 3.1 8B 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 →