Llama 3.1 8B Instruct

Meta API model specs with normalized input price, output price, context window, sample workload cost, and related comparisons.

Page updated:  Data confirmed:  Prices normalized to USD per 1M tokens Sample workload: 1M input + 500K output

Budget brief

Llama 3.1 8B Instruct is estimated at $0.04 for the standard workload.

Llama 3.1 8B Instruct is best suited for cost-sensitive production traffic. A 1M input token plus 500K output token workload is estimated at $0.04.

Input price$0.02per 1M tokens
Output price$0.03per 1M tokens
Context window131.07Kreported maximum
Popularity#4415.6B tokens signal volume

Use this as a first-pass planning estimate, then verify provider limits, routing, discounts, and availability before production deployment.

Model Specs
ProviderMeta
Model IDmeta-llama/llama-3.1-8b-instruct
Prompt Price
per 1M tokens
$0.02
Completion Price
per 1M tokens
$0.03
Sample Workload Cost
1M input + 500K output
$0.04
Context Window131.07K
Release Date
Popularity#44
Popularity Signal15.6B tokens

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Prices are normalized to USD per 1M tokens.
Llama 3.1 8B Instruct Calculating… Estimated monthly API cost
Unit prices $0.02 input / $0.03 output Per 1M tokens

This estimate uses normalized public API pricing per 1M tokens. It is a planning aid, not a billing quote. Verify provider pricing, limits, and terms before production use.

Alternative path

Alternative Shortlist

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Use these rows to build a test shortlist around Llama 3.1 8B Instruct. Lower cost, same-provider fit, and larger context are separate decisions, so each group is ranked by a different signal.

Lower-cost alternatives

Cross-provider candidates with a lower standard 1M input plus 500K output estimate.

ModelProviderSample CostContextWhy it is hereNext Step
🔥Owl AlphaOpenRouter$01.05MLower standard workload estimate from another provider.Open model Compare
New🔥Nemotron 3 Ultra (free)NVIDIA$01MLower standard workload estimate from another provider.Open model Compare
🔥Laguna M.1 (free)Poolside$0262.14KLower standard workload estimate from another provider.Open model Compare
Nemotron 3 Super (free)NVIDIA$01MLower standard workload estimate from another provider.Open model Compare

Larger-context upgrades near this budget

Models with more context that stay within a close sample-cost band when price data is available.

ModelProviderSample CostContextWhy it is hereNext Step
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DeepSeek V4 Flash (free)DeepSeek$01.05MMore context while staying near this model's sample-cost band.Open model Compare
Model Introduction

Meta's latest class of model (Llama 3.1) launched with a variety of sizes & flavors. This 8B instruct-tuned version is fast and efficient. It has demonstrated strong performance compared to...

Best Fit

Llama 3.1 8B Instruct is best suited for cost-sensitive production traffic.

Cost Example

A 1M input token plus 500K output token workload is estimated at $0.04.

Decision Shortcuts

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