Llama Guard 3 8B vs Llama 2 70B Chat
Llama Guard 3 8B (2024) and Llama 2 70B Chat (2023) are compact production models from AI at Meta. Llama Guard 3 8B ships a 8K-token context window, while Llama 2 70B Chat ships a 4K-token context window. On pricing, Llama Guard 3 8B costs $0.2/1M input tokens versus $0.5/1M for the alternative. This comparison covers specs, pricing, capabilities, benchmarks, provider availability, and production fit.
Llama Guard 3 8B is ~150% cheaper at $0.2/1M; pay for Llama 2 70B Chat only for provider fit.
Specs
| Released | 2024-07-23 | 2023-07-18 |
| Context window | 8K | 4K |
| Parameters | 8B | 70B |
| Architecture | decoder only | decoder only |
| License | Open Source | Open Source |
| Knowledge cutoff | - | - |
Pricing and availability
| Llama Guard 3 8B | Llama 2 70B Chat | |
|---|---|---|
| Input price | $0.2/1M tokens | $0.5/1M tokens |
| Output price | $0.2/1M tokens | $1.5/1M tokens |
| Providers |
Capabilities
| Llama Guard 3 8B | Llama 2 70B Chat | |
|---|---|---|
| Vision | ||
| Multimodal | ||
| Reasoning | ||
| Function calling | ||
| Tool use | ||
| Structured outputs | ||
| Code execution |
Benchmarks
No shared benchmark rows are currently sourced for this pair.
Deep dive
The capability footprint is close: both models cover structured outputs. That makes context budget, benchmark fit, and provider maturity more important than a simple checklist. If your application depends on one integration detail, verify it against the provider route you plan to use, not just the base model listing.
For cost, Llama Guard 3 8B lists $0.2/1M input and $0.2/1M output tokens, while Llama 2 70B Chat lists $0.5/1M input and $1.5/1M output tokens on the cheapest tracked provider. A 70/30 input-output blend puts Llama Guard 3 8B lower by about $0.6 per million blended tokens. Availability is 4 providers versus 14, so concentration risk also matters.
Choose Llama Guard 3 8B when long-context analysis, larger context windows, and lower input-token cost are central to the workload. Choose Llama 2 70B Chat when provider fit and broader provider choice are more important. For production, rerun your own prompts through the exact provider, region, and tool stack you plan to ship. This keeps the decision grounded in measurable tradeoffs instead of brand-level assumptions. It also helps separate model capability from provider packaging, which can change cost and latency.
FAQ
Which has a larger context window, Llama Guard 3 8B or Llama 2 70B Chat?
Llama Guard 3 8B supports 8K tokens, while Llama 2 70B Chat supports 4K tokens. That gap matters most for long documents, large codebases, retrieval-heavy agents, and conversations where earlier context must remain visible.
Which is cheaper, Llama Guard 3 8B or Llama 2 70B Chat?
Llama Guard 3 8B is cheaper on tracked token pricing. Llama Guard 3 8B costs $0.2/1M input and $0.2/1M output tokens. Llama 2 70B Chat costs $0.5/1M input and $1.5/1M output tokens. Provider discounts or batch pricing can still change the final bill.
Is Llama Guard 3 8B or Llama 2 70B Chat open source?
Llama Guard 3 8B is listed under Open Source. Llama 2 70B Chat is listed under Open Source. License labels affect whether you can self-host, redistribute weights, or rely only on hosted APIs, so confirm the upstream license before deployment.
Which is better for structured outputs, Llama Guard 3 8B or Llama 2 70B Chat?
Both Llama Guard 3 8B and Llama 2 70B Chat expose structured outputs. The better choice depends on benchmark fit, context budget, pricing, and whether your provider route exposes the same capability surface.
Where can I run Llama Guard 3 8B and Llama 2 70B Chat?
Llama Guard 3 8B is available on Microsoft Foundry, OpenRouter, Fireworks AI, and Replicate API. Llama 2 70B Chat is available on Databricks Foundation Model Serving, Microsoft Foundry, GCP Vertex AI, Alibaba Cloud PAI-EAS, and AWS Bedrock. Provider coverage can affect latency, region availability, compliance posture, and fallback options.
When should I pick Llama Guard 3 8B over Llama 2 70B Chat?
Llama Guard 3 8B is ~150% cheaper at $0.2/1M; pay for Llama 2 70B Chat only for provider fit. If your workload also depends on long-context analysis, start with Llama Guard 3 8B; if it depends on provider fit, run the same evaluation with Llama 2 70B Chat.
Continue comparing
Last reviewed: 2026-04-24. Data sourced from public model cards and provider documentation.