Model Comparison

GPT-4 Turbo vs Llama 3.2 3B InstructWhich is better in 2026?

GPT-4 Turbo significantly outperforms across most benchmarks. Llama 3.2 3B Instruct is 1200.0x cheaper per token.

Verdict: GPT-4 Turbo vs Llama 3.2 3B Instruct — which is better?

GPT-4 Turbo (by OpenAI) and Llama 3.2 3B Instruct (by Meta) 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.

GPT-4 Turbo outperforms in 4 benchmarks (GPQA, MATH, MGSM, MMLU), while Llama 3.2 3B Instruct is better at 0 benchmarks. GPT-4 Turbo significantly outperforms across most benchmarks.

On price, Llama 3.2 3B Instruct is roughly 1200.0x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

Choose GPT-4 Turbo if…

  • you want the strongest raw capability — it leads on 4 of 4 shared benchmarks

Choose Llama 3.2 3B Instruct if…

  • cost matters — it's about 1200.0x cheaper per token
  • you want the most recent training data — it shipped Sep 2024
  • you need open weights you can self-host or fine-tune

Performance Benchmarks

Comparative analysis across standard metrics

4 benchmarks

GPT-4 Turbo outperforms in 4 benchmarks (GPQA, MATH, MGSM, MMLU), while Llama 3.2 3B Instruct is better at 0 benchmarks.

GPT-4 Turbo significantly outperforms across most benchmarks.

Mon Jul 13 2026 • llm-stats.com

Arena Performance

Human preference votes

Pricing Analysis

Price comparison per million tokens

Llama 3.2 3B Instruct costs less

For input processing, GPT-4 Turbo ($10.00/1M tokens) is 1000.0x more expensive than Llama 3.2 3B Instruct ($0.01/1M tokens).

For output processing, GPT-4 Turbo ($30.00/1M tokens) is 1500.0x more expensive than Llama 3.2 3B Instruct ($0.02/1M tokens).

In conclusion, GPT-4 Turbo is more expensive than Llama 3.2 3B Instruct.*

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

Lowest available price from all providers
Mon Jul 13 2026 • llm-stats.com
OpenAI
GPT-4 Turbo
Input tokens$10.00
Output tokens$30.00
Best providerAzure
Meta
Llama 3.2 3B Instruct
Input tokens$0.01
Output tokens$0.02
Best providerDeepinfra
Notice missing or incorrect data?Start an Issue→

Context Window

Maximum input and output token capacity

Both models have the same input context window of 128,000 tokens. Llama 3.2 3B Instruct can generate longer responses up to 128,000 tokens, while GPT-4 Turbo is limited to 4,096 tokens.

OpenAI
GPT-4 Turbo
Input128,000 tokens
Output4,096 tokens
Meta
Llama 3.2 3B Instruct
Input128,000 tokens
Output128,000 tokens
Mon Jul 13 2026 • llm-stats.com

License

Usage and distribution terms

GPT-4 Turbo is licensed under a proprietary license, while Llama 3.2 3B Instruct uses Llama 3.2 Community License.

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

GPT-4 Turbo

Proprietary

Closed source

Llama 3.2 3B Instruct

Llama 3.2 Community License

Open weights

Release Timeline

When each model was launched

GPT-4 Turbo was released on 2024-04-09, while Llama 3.2 3B Instruct was released on 2024-09-25.

Llama 3.2 3B Instruct is 6 months newer than GPT-4 Turbo.

GPT-4 Turbo

Apr 9, 2024

2.3 years ago

Llama 3.2 3B Instruct

Sep 25, 2024

1.8 years ago

5mo newer

Knowledge Cutoff

When training data ends

GPT-4 Turbo has a documented knowledge cutoff of 2023-12-31, while Llama 3.2 3B Instruct's cutoff date is not specified.

We can confirm GPT-4 Turbo's training data extends to 2023-12-31, but cannot make a direct comparison without Llama 3.2 3B Instruct's cutoff date.

GPT-4 Turbo

Dec 2023

Llama 3.2 3B Instruct

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Provider Availability

GPT-4 Turbo is available from Azure, OpenAI. Llama 3.2 3B Instruct is available from DeepInfra.

GPT-4 Turbo

azure logo
Azure
Input Price:Input: $10.00/1MOutput Price:Output: $30.00/1M
openai logo
OpenAI
Input Price:Input: $10.00/1MOutput Price:Output: $30.00/1M

Llama 3.2 3B Instruct

deepinfra logo
Deepinfra
Input Price:Input: $0.01/1MOutput Price:Output: $0.02/1M
* Prices shown are per million tokens

Outputs Comparison

Notice missing or incorrect data?Start an Issue discussion→

Key Takeaways

OpenAI
Higher GPQA score (48.0% vs 32.8%)
Higher MATH score (72.6% vs 48.0%)
Higher MGSM score (88.5% vs 58.2%)
Higher MMLU score (86.5% vs 63.4%)
Meta
Less expensive input tokens
Less expensive output tokens
Has open weights

Detailed Comparison

Interactive Arena

Judge for yourself.

Run your own prompts against GPT-4 Turbo and Llama 3.2 3B Instruct side-by-side, then vote on the output you prefer.

GPT-4 Turbo
✓ Preferred
Llama 3.2 3B Instruct
Open in Playground
AI Model Comparison Table
Feature
OpenAI
GPT-4 Turbo
Meta
Llama 3.2 3B Instruct

FAQ

Common questions about GPT-4 Turbo vs Llama 3.2 3B Instruct.

Which is better, GPT-4 Turbo or Llama 3.2 3B Instruct?

GPT-4 Turbo significantly outperforms across most benchmarks. GPT-4 Turbo is made by OpenAI and Llama 3.2 3B Instruct is made by Meta. The best choice depends on your use case — compare their benchmark scores, pricing, and capabilities above.

How does GPT-4 Turbo compare to Llama 3.2 3B Instruct in benchmarks?

GPT-4 Turbo scores MGSM: 88.5%, HumanEval: 87.1%, MMLU: 86.5%, DROP: 86.0%, MATH: 72.6%. Llama 3.2 3B Instruct scores NIH/Multi-needle: 84.7%, ARC-C: 78.6%, GSM8k: 77.7%, IFEval: 77.4%, HellaSwag: 69.8%.

Is GPT-4 Turbo cheaper than Llama 3.2 3B Instruct?

Llama 3.2 3B Instruct is 1000.0x cheaper for input tokens. GPT-4 Turbo costs $10.00/M input and $30.00/M output via azure. Llama 3.2 3B Instruct costs $0.01/M input and $0.02/M output via deepinfra.

What are the context window sizes for GPT-4 Turbo and Llama 3.2 3B Instruct?

GPT-4 Turbo supports 128K tokens and Llama 3.2 3B Instruct 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 GPT-4 Turbo and Llama 3.2 3B Instruct?

Key differences include input pricing ($10.00 vs $0.01/M), licensing (Proprietary vs Llama 3.2 Community License). See the full comparison above for benchmark-by-benchmark results.

Who makes GPT-4 Turbo and Llama 3.2 3B Instruct?

GPT-4 Turbo is developed by OpenAI and Llama 3.2 3B Instruct is developed by Meta.

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