Model Comparison

Llama 3.1 8B Instruct vs Nova MicroWhich is better in 2026?

Nova Micro significantly outperforms across most benchmarks. Llama 3.1 8B Instruct is 1.9x cheaper per token.

Verdict: Llama 3.1 8B Instruct vs Nova Micro — which is better?

Llama 3.1 8B Instruct (by Meta) and Nova Micro (by Amazon) are two of the AI models people compare most. Here is how they stack up on benchmarks, price and capabilities, and which one to pick in 2026.

Llama 3.1 8B Instruct outperforms in 1 benchmarks (BFCL), while Nova Micro is better at 6 benchmarks (ARC-C, DROP, GPQA, HumanEval, IFEval, MMLU). Nova Micro significantly outperforms across most benchmarks.

On price, Llama 3.1 8B Instruct is roughly 1.9x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

Llama 3.1 8B Instruct also accepts a larger context window (131,072 input tokens), making it the stronger choice for long documents and large codebases.

Choose Llama 3.1 8B Instruct if…

  • cost matters — it's about 1.9x cheaper per token
  • you process long inputs — it offers a 131,072 token context window
  • you need open weights you can self-host or fine-tune

Choose Nova Micro if…

  • you want the strongest raw capability — it leads on 6 of 7 shared benchmarks
  • you want the most recent training data — it shipped Nov 2024

Performance Benchmarks

Comparative analysis across standard metrics

7 benchmarks

Llama 3.1 8B Instruct outperforms in 1 benchmarks (BFCL), while Nova Micro is better at 6 benchmarks (ARC-C, DROP, GPQA, HumanEval, IFEval, MMLU).

Nova Micro significantly outperforms across most benchmarks.

Tue Jul 21 2026 • llm-stats.com

Arena Performance

Human preference votes

Pricing Analysis

Price comparison per million tokens

Llama 3.1 8B Instruct costs less

For input processing, Llama 3.1 8B Instruct ($0.03/1M tokens) costs the same as Nova Micro ($0.03/1M tokens).

For output processing, Llama 3.1 8B Instruct ($0.03/1M tokens) is 4.7x cheaper than Nova Micro ($0.14/1M tokens).

In conclusion, Nova Micro is more expensive than Llama 3.1 8B Instruct.*

* Using a 3:1 ratio of input to output tokens

Lowest available price from all providers
Tue Jul 21 2026 • llm-stats.com
Meta
Llama 3.1 8B Instruct
Input tokens$0.03
Output tokens$0.03
Best providerLambda
Amazon
Nova Micro
Input tokens$0.03
Output tokens$0.14
Best providerAWS Bedrock
Notice missing or incorrect data?Start an Issue

Context Window

Maximum input and output token capacity

Llama 3.1 8B Instruct accepts 131,072 input tokens compared to Nova Micro's 128,000 tokens. Llama 3.1 8B Instruct can generate longer responses up to 131,072 tokens, while Nova Micro is limited to 128,000 tokens.

Meta
Llama 3.1 8B Instruct
Input131,072 tokens
Output131,072 tokens
Amazon
Nova Micro
Input128,000 tokens
Output128,000 tokens
Tue Jul 21 2026 • llm-stats.com

License

Usage and distribution terms

Llama 3.1 8B Instruct is licensed under Llama 3.1 Community License, while Nova Micro uses a proprietary license.

License differences may affect how you can use these models in commercial or open-source projects.

Llama 3.1 8B Instruct

Llama 3.1 Community License

Open weights

Nova Micro

Proprietary

Closed source

Release Timeline

When each model was launched

Llama 3.1 8B Instruct was released on 2024-07-23, while Nova Micro was released on 2024-11-20.

Nova Micro is 4 months newer than Llama 3.1 8B Instruct.

Llama 3.1 8B Instruct

Jul 23, 2024

2.0 years ago

Nova Micro

Nov 20, 2024

1.7 years ago

4mo newer

Knowledge Cutoff

When training data ends

Llama 3.1 8B Instruct has a documented knowledge cutoff of 2023-12-31, while Nova Micro's cutoff date is not specified.

We can confirm Llama 3.1 8B Instruct's training data extends to 2023-12-31, but cannot make a direct comparison without Nova Micro's cutoff date.

Llama 3.1 8B Instruct

Dec 2023

Nova Micro

Provider Availability

Llama 3.1 8B Instruct is available from Lambda, DeepInfra, Groq, Sambanova, Cerebras, Hyperbolic, Together, Fireworks, Bedrock. Nova Micro is available from Bedrock.

Llama 3.1 8B Instruct

lambda logo
Lambda
Input Price:Input: $0.03/1MOutput Price:Output: $0.03/1M
deepinfra logo
Deepinfra
Input Price:Input: $0.05/1MOutput Price:Output: $0.05/1M
groq logo
Groq
Input Price:Input: $0.05/1MOutput Price:Output: $0.08/1M
sambanova logo
Sambanova
Input Price:Input: $0.10/1MOutput Price:Output: $0.20/1M
cerebras logo
Cerebras
Input Price:Input: $0.10/1MOutput Price:Output: $0.10/1M
hyperbolic logo
Hyperbolic
Input Price:Input: $0.10/1MOutput Price:Output: $0.10/1M
together logo
Together
Input Price:Input: $0.20/1MOutput Price:Output: $0.20/1M
fireworks logo
Fireworks
Input Price:Input: $0.20/1MOutput Price:Output: $0.20/1M
bedrock logo
AWS Bedrock
Input Price:Input: $0.22/1MOutput Price:Output: $0.22/1M

Nova Micro

bedrock logo
AWS Bedrock
Input Price:Input: $0.03/1MOutput Price:Output: $0.14/1M
* Prices shown are per million tokens

Outputs Comparison

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Key Takeaways

Larger context window (131,072 tokens)
Less expensive output tokens
Has open weights
Higher BFCL score (76.1% vs 56.2%)
Higher ARC-C score (90.2% vs 83.4%)
Higher DROP score (79.3% vs 59.5%)
Higher GPQA score (40.0% vs 30.4%)
Higher HumanEval score (81.1% vs 72.6%)
Higher IFEval score (87.2% vs 80.4%)
Higher MMLU score (77.6% vs 69.4%)

Detailed Comparison

Interactive Arena

Judge for yourself.

Run your own prompts against Llama 3.1 8B Instruct and Nova Micro side-by-side, then vote on the output you prefer.

Llama 3.1 8B Instruct
✓ Preferred
Nova Micro
Open in Playground
AI Model Comparison Table
Feature
Meta
Llama 3.1 8B Instruct
Amazon
Nova Micro

FAQ

Common questions about Llama 3.1 8B Instruct vs Nova Micro.

Which is better, Llama 3.1 8B Instruct or Nova Micro?

Nova Micro significantly outperforms across most benchmarks. Llama 3.1 8B Instruct is made by Meta and Nova Micro is made by Amazon. The best choice depends on your use case — compare their benchmark scores, pricing, and capabilities above.

How does Llama 3.1 8B Instruct compare to Nova Micro in benchmarks?

Llama 3.1 8B Instruct scores GSM-8K (CoT): 84.5%, ARC-C: 83.4%, API-Bank: 82.6%, IFEval: 80.4%, BFCL: 76.1%. Nova Micro scores GSM8k: 92.3%, ARC-C: 90.2%, Translation Set1→en COMET22: 88.7%, Translation en→Set1 COMET22: 88.5%, IFEval: 87.2%.

Is Llama 3.1 8B Instruct cheaper than Nova Micro?

Both models cost $0.03 per million input tokens.

What are the context window sizes for Llama 3.1 8B Instruct and Nova Micro?

Llama 3.1 8B Instruct supports 131K tokens and Nova Micro supports 128K tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between Llama 3.1 8B Instruct and Nova Micro?

Key differences include context window (131K vs 128K), licensing (Llama 3.1 Community License vs Proprietary). See the full comparison above for benchmark-by-benchmark results.

Who makes Llama 3.1 8B Instruct and Nova Micro?

Llama 3.1 8B Instruct is developed by Meta and Nova Micro is developed by Amazon.