Grok 3 Mini vs Llama 3 8B Instruct
Grok 3 Mini (2025) and Llama 3 8B Instruct (2024) are compact production models from xAI and AI at Meta. Grok 3 Mini ships a 131k-token context window, while Llama 3 8B Instruct ships a 8K-token context window. On pricing, Llama 3 8B Instruct costs $0.03/1M input tokens versus $0.3/1M for the alternative. This comparison covers specs, pricing, capabilities, benchmarks, provider availability, and production fit.
Llama 3 8B Instruct is ~900% cheaper at $0.03/1M; pay for Grok 3 Mini only for long-context analysis.
Specs
| Released | 2025-02-17 | 2024-04-18 |
| Context window | 131k | 8K |
| Parameters | — | 8B |
| Architecture | - | decoder only |
| License | Proprietary | Open Source |
| Knowledge cutoff | - | - |
Pricing and availability
| Grok 3 Mini | Llama 3 8B Instruct | |
|---|---|---|
| Input price | $0.3/1M tokens | $0.03/1M tokens |
| Output price | $0.5/1M tokens | $0.04/1M tokens |
| Providers |
Capabilities
| Grok 3 Mini | Llama 3 8B Instruct | |
|---|---|---|
| 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 multimodal input: Grok 3 Mini. Both models share structured outputs, 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, Grok 3 Mini lists $0.3/1M input and $0.5/1M output tokens, while Llama 3 8B Instruct lists $0.03/1M input and $0.04/1M output tokens on the cheapest tracked provider. A 70/30 input-output blend puts Llama 3 8B Instruct lower by about $0.33 per million blended tokens. Availability is 1 providers versus 17, so concentration risk also matters.
Choose Grok 3 Mini when long-context analysis and larger context windows are central to the workload. Choose Llama 3 8B Instruct when provider fit, lower input-token cost, 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, Grok 3 Mini or Llama 3 8B Instruct?
Grok 3 Mini supports 131k tokens, while Llama 3 8B Instruct supports 8K tokens. That gap matters most for long documents, large codebases, retrieval-heavy agents, and conversations where earlier context must remain visible.
Which is cheaper, Grok 3 Mini or Llama 3 8B Instruct?
Llama 3 8B Instruct is cheaper on tracked token pricing. Grok 3 Mini costs $0.3/1M input and $0.5/1M output tokens. Llama 3 8B Instruct costs $0.03/1M input and $0.04/1M output tokens. Provider discounts or batch pricing can still change the final bill.
Is Grok 3 Mini or Llama 3 8B Instruct open source?
Grok 3 Mini is listed under Proprietary. Llama 3 8B Instruct 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 multimodal input, Grok 3 Mini or Llama 3 8B Instruct?
Grok 3 Mini has the clearer documented multimodal input signal in this comparison. If multimodal input is mission-critical, validate it against the provider endpoint because model-level support and API-level exposure can differ.
Which is better for structured outputs, Grok 3 Mini or Llama 3 8B Instruct?
Both Grok 3 Mini and Llama 3 8B Instruct 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 Grok 3 Mini and Llama 3 8B Instruct?
Grok 3 Mini is available on OpenRouter. Llama 3 8B Instruct is available on AWS Bedrock, DeepInfra, OctoAI API, Fireworks AI, and Alibaba Cloud PAI-EAS. Provider coverage can affect latency, region availability, compliance posture, and fallback options.
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Last reviewed: 2026-04-24. Data sourced from public model cards and provider documentation.