Model Comparison

Gemini 3 Flash vs Llama 3.2 3B InstructWhich is better in 2026?

Gemini 3 Flash significantly outperforms across most benchmarks. Llama 3.2 3B Instruct is 90.0x cheaper per token.

Verdict: Gemini 3 Flash vs Llama 3.2 3B Instruct — which is better?

Gemini 3 Flash (by Google) 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.

Gemini 3 Flash outperforms in 1 benchmarks (GPQA), while Llama 3.2 3B Instruct is better at 0 benchmarks. Gemini 3 Flash significantly outperforms across most benchmarks.

On price, Llama 3.2 3B Instruct is roughly 90.0x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

Gemini 3 Flash also accepts a larger context window (1,000,000 input tokens), making it the stronger choice for long documents and large codebases.

Choose Gemini 3 Flash if…

  • you want the strongest raw capability — it leads on 1 of 1 shared benchmarks
  • you process long inputs — it offers a 1,000,000 token context window
  • you want the most recent training data — it shipped Dec 2025

Choose Llama 3.2 3B Instruct if…

  • cost matters — it's about 90.0x cheaper per token
  • you need open weights you can self-host or fine-tune
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Performance Benchmarks

Comparative analysis across standard metrics

1 benchmarks

Gemini 3 Flash outperforms in 1 benchmarks (GPQA), while Llama 3.2 3B Instruct is better at 0 benchmarks.

Gemini 3 Flash significantly outperforms across most benchmarks.

Sat Jun 06 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, Gemini 3 Flash ($0.50/1M tokens) is 50.0x more expensive than Llama 3.2 3B Instruct ($0.01/1M tokens).

For output processing, Gemini 3 Flash ($3.00/1M tokens) is 150.0x more expensive than Llama 3.2 3B Instruct ($0.02/1M tokens).

In conclusion, Gemini 3 Flash 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
Sat Jun 06 2026 • llm-stats.com
Google
Gemini 3 Flash
Input tokens$0.50
Output tokens$3.00
Best providerGoogle
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

Gemini 3 Flash accepts 1,000,000 input tokens compared to Llama 3.2 3B Instruct's 128,000 tokens. Llama 3.2 3B Instruct can generate longer responses up to 128,000 tokens, while Gemini 3 Flash is limited to 65,536 tokens.

Google
Gemini 3 Flash
Input1,000,000 tokens
Output65,536 tokens
Meta
Llama 3.2 3B Instruct
Input128,000 tokens
Output128,000 tokens
Sat Jun 06 2026 • llm-stats.com

Input Capabilities

Supported data types and modalities

Gemini 3 Flash supports multimodal inputs, whereas Llama 3.2 3B Instruct does not.

Gemini 3 Flash can handle both text and other forms of data like images, making it suitable for multimodal applications.

Gemini 3 Flash

Text
Images
Audio
Video

Llama 3.2 3B Instruct

Text
Images
Audio
Video

License

Usage and distribution terms

Gemini 3 Flash 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.

Gemini 3 Flash

Proprietary

Closed source

Llama 3.2 3B Instruct

Llama 3.2 Community License

Open weights

Release Timeline

When each model was launched

Gemini 3 Flash was released on 2025-12-17, while Llama 3.2 3B Instruct was released on 2024-09-25.

Gemini 3 Flash is 15 months newer than Llama 3.2 3B Instruct.

Gemini 3 Flash

Dec 17, 2025

5 months ago

1.2yr newer
Llama 3.2 3B Instruct

Sep 25, 2024

1.7 years ago

Knowledge Cutoff

When training data ends

Gemini 3 Flash has a documented knowledge cutoff of 2025-01-31, while Llama 3.2 3B Instruct's cutoff date is not specified.

We can confirm Gemini 3 Flash's training data extends to 2025-01-31, but cannot make a direct comparison without Llama 3.2 3B Instruct's cutoff date.

Gemini 3 Flash

Jan 2025

Llama 3.2 3B Instruct

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Provider Availability

Gemini 3 Flash is available from Google. Llama 3.2 3B Instruct is available from DeepInfra.

Gemini 3 Flash

google logo
Google
Input Price:Input: $0.50/1MOutput Price:Output: $3.00/1M

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

Google
Larger context window (1,000,000 tokens)
Supports multimodal inputs
Higher GPQA score (90.4% vs 32.8%)
Meta
Less expensive input tokens
Less expensive output tokens
Has open weights

Detailed Comparison

AI Model Comparison Table
Feature
Google
Gemini 3 Flash
Meta
Llama 3.2 3B Instruct

FAQ

Common questions about Gemini 3 Flash vs Llama 3.2 3B Instruct.

Which is better, Gemini 3 Flash or Llama 3.2 3B Instruct?

Gemini 3 Flash significantly outperforms across most benchmarks. Gemini 3 Flash is made by Google 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 Gemini 3 Flash compare to Llama 3.2 3B Instruct in benchmarks?

Gemini 3 Flash scores Vending-Bench 2: 100.0%, AIME 2025: 99.7%, Global PIQA: 92.8%, MMMLU: 91.8%, GPQA: 90.4%. 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 Gemini 3 Flash cheaper than Llama 3.2 3B Instruct?

Llama 3.2 3B Instruct is 50.0x cheaper for input tokens. Gemini 3 Flash costs $0.50/M input and $3.00/M output via google. Llama 3.2 3B Instruct costs $0.01/M input and $0.02/M output via deepinfra.

What are the context window sizes for Gemini 3 Flash and Llama 3.2 3B Instruct?

Gemini 3 Flash supports 1.0M 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 Gemini 3 Flash and Llama 3.2 3B Instruct?

Key differences include context window (1.0M vs 128K), input pricing ($0.50 vs $0.01/M), multimodal support (yes vs no), licensing (Proprietary vs Llama 3.2 Community License). See the full comparison above for benchmark-by-benchmark results.

Who makes Gemini 3 Flash and Llama 3.2 3B Instruct?

Gemini 3 Flash is developed by Google and Llama 3.2 3B Instruct is developed by Meta.

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