Gemini 3.1 Pro Preview Custom Tools vs Llama Guard 3 1B
Gemini 3.1 Pro Preview Custom Tools (2026) and Llama Guard 3 1B (2024) are general-purpose language models from Google DeepMind and AI at Meta. Gemini 3.1 Pro Preview Custom Tools ships a 1M-token context window, while Llama Guard 3 1B ships a not-yet-sourced context window. On pricing, Llama Guard 3 1B costs $0.1/1M input tokens versus $2/1M for the alternative. This comparison covers specs, pricing, capabilities, benchmarks, provider availability, and production fit.
Llama Guard 3 1B is ~1900% cheaper at $0.1/1M; pay for Gemini 3.1 Pro Preview Custom Tools only for provider fit.
Specs
| Released | 2026-01-01 | 2024-09-25 |
| Context window | 1M | — |
| Parameters | — | 1B |
| Architecture | decoder only | decoder only |
| License | Unknown | Open Source |
| Knowledge cutoff | - | - |
Pricing and availability
| Gemini 3.1 Pro Preview Custom Tools | Llama Guard 3 1B | |
|---|---|---|
| Input price | $2/1M tokens | $0.1/1M tokens |
| Output price | $12/1M tokens | $0.1/1M tokens |
| Providers |
Capabilities
| Gemini 3.1 Pro Preview Custom Tools | Llama Guard 3 1B | |
|---|---|---|
| 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 differs most on structured outputs: Gemini 3.1 Pro Preview Custom Tools. Both models share the core language-model surface, so the practical split is not just feature count. Use those differences to decide whether the page is about raw model quality, agentic coding support, multimodal ingestion, or predictable structured API behavior.
For cost, Gemini 3.1 Pro Preview Custom Tools lists $2/1M input and $12/1M output tokens, while Llama Guard 3 1B lists $0.1/1M input and $0.1/1M output tokens on the cheapest tracked provider. A 70/30 input-output blend puts Llama Guard 3 1B lower by about $4.9 per million blended tokens. Availability is 1 providers versus 1, so concentration risk also matters.
Choose Gemini 3.1 Pro Preview Custom Tools when provider fit are central to the workload. Choose Llama Guard 3 1B when provider fit and lower input-token cost 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 is cheaper, Gemini 3.1 Pro Preview Custom Tools or Llama Guard 3 1B?
Llama Guard 3 1B is cheaper on tracked token pricing. Gemini 3.1 Pro Preview Custom Tools costs $2/1M input and $12/1M output tokens. Llama Guard 3 1B costs $0.1/1M input and $0.1/1M output tokens. Provider discounts or batch pricing can still change the final bill.
Is Gemini 3.1 Pro Preview Custom Tools or Llama Guard 3 1B open source?
Gemini 3.1 Pro Preview Custom Tools is listed under Unknown. Llama Guard 3 1B 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, Gemini 3.1 Pro Preview Custom Tools or Llama Guard 3 1B?
Gemini 3.1 Pro Preview Custom Tools has the clearer documented structured outputs signal in this comparison. If structured outputs is mission-critical, validate it against the provider endpoint because model-level support and API-level exposure can differ.
Where can I run Gemini 3.1 Pro Preview Custom Tools and Llama Guard 3 1B?
Gemini 3.1 Pro Preview Custom Tools is available on OpenRouter. Llama Guard 3 1B is available on Fireworks AI. Provider coverage can affect latency, region availability, compliance posture, and fallback options.
When should I pick Gemini 3.1 Pro Preview Custom Tools over Llama Guard 3 1B?
Llama Guard 3 1B is ~1900% cheaper at $0.1/1M; pay for Gemini 3.1 Pro Preview Custom Tools only for provider fit. If your workload also depends on provider fit, start with Gemini 3.1 Pro Preview Custom Tools; if it depends on provider fit, run the same evaluation with Llama Guard 3 1B.
Continue comparing
Last reviewed: 2026-04-24. Data sourced from public model cards and provider documentation.