For Llama 3 8B on the RTX 5060 Ti 16GB at our dedicated hosting, the monthly economics are favourable at modest utilisation. Here is the full math.
Contents
- Monthly throughput capacity
- API equivalent spend
- Break-even utilisation
- Extra capacity you get
- Scaling path
Monthly Capacity
FP8 Llama 3 8B on 5060 Ti at sustained batch 8:
- Aggregate: ~540 tokens/sec
- Peak (batch 16): ~820 tokens/sec
- Hours in month: 720 (24 × 30)
At 50% average utilisation over the month:
- Output tokens: 540 × 3600 × 720 × 0.5 / 1000 ≈ 700 million/month
- Input tokens (assuming 3:1 ratio): ~2.1 billion/month
Realistic production throughput assumes traffic spikes and idle periods averaging out to 50%. For always-busy services, 70-80% sustained is achievable.
API Equivalent
| API | Input $/M | Output $/M | Your Traffic Equivalent |
|---|---|---|---|
| OpenAI GPT-4o-mini | $0.15 | $0.60 | ~$735/month |
| OpenAI GPT-4o | $2.50 | $10 | ~$12,250/month |
| Together Llama 3 8B | $0.20 blended | ~ | ~$560/month |
| Anthropic Haiku | $1 | $4 | ~$4,900/month |
Llama 3 8B competes on quality with GPT-4o-mini for many tasks. That’s the most relevant comparison for break-even.
Break-Even
Dedicated 5060 Ti monthly: ~£300 (~$380). Break-even versus:
- GPT-4o-mini at full 50% util: dedicated wins at ~35% utilisation
- Together.ai Llama 3 8B: dedicated wins at ~45-50% utilisation
- Anthropic Haiku class traffic: dedicated wins at ~10% utilisation
For production workloads running any real volume, dedicated hosting pays back.
Extra Capacity Included
Your £300/month buys more than just Llama 3 8B serving:
- Co-hosted BGE-M3 embedder (free headroom)
- Whisper Turbo transcription on the same card
- Small reranker or classifier
- Overnight QLoRA fine-tuning runs
API pricing requires paying per task. Dedicated hosting is flat-rate for everything the card can run.
Scaling
When you exceed the 5060 Ti’s concurrency:
- Add second 5060 Ti in data-parallel (~2x throughput, 2x cost)
- Upgrade to 5080 (~1.7x throughput, ~2.5x cost)
- Upgrade to 5090 (~3x throughput on same model, ~3x cost)
See broader break-even analysis.
Llama 3 8B Economics
Fixed monthly hosting that pays back at modest utilisation. UK dedicated.
Order the RTX 5060 Ti 16GBSee also: vs OpenAI API, ROI analysis.