Model Comparison

GPT-4o vs Granite 3.3 8B InstructWhich is better in 2026?

GPT-4o significantly outperforms across most benchmarks. Granite 3.3 8B Instruct is 8.8x cheaper per token.

Verdict: GPT-4o vs Granite 3.3 8B Instruct — which is better?

GPT-4o (by OpenAI) and Granite 3.3 8B Instruct (by IBM) 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-4o outperforms in 3 benchmarks (DROP, HumanEval, MMLU), while Granite 3.3 8B Instruct is better at 0 benchmarks. GPT-4o significantly outperforms across most benchmarks.

On price, Granite 3.3 8B Instruct is roughly 8.8x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

Choose GPT-4o if…

  • you want the strongest raw capability — it leads on 3 of 3 shared benchmarks

Choose Granite 3.3 8B Instruct if…

  • cost matters — it's about 8.8x cheaper per token
  • you want the most recent training data — it shipped Apr 2025
  • you need open weights you can self-host or fine-tune

Performance Benchmarks

Comparative analysis across standard metrics

3 benchmarks

GPT-4o outperforms in 3 benchmarks (DROP, HumanEval, MMLU), while Granite 3.3 8B Instruct is better at 0 benchmarks.

GPT-4o significantly outperforms across most benchmarks.

Tue Jul 21 2026 • llm-stats.com

Arena Performance

Human preference votes

Pricing Analysis

Price comparison per million tokens

Granite 3.3 8B Instruct costs less

For input processing, GPT-4o ($2.50/1M tokens) is 5.0x more expensive than Granite 3.3 8B Instruct ($0.50/1M tokens).

For output processing, GPT-4o ($10.00/1M tokens) is 20.0x more expensive than Granite 3.3 8B Instruct ($0.50/1M tokens).

In conclusion, GPT-4o is more expensive than Granite 3.3 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
OpenAI
GPT-4o
Input tokens$2.50
Output tokens$10.00
Best providerAzure
IBM
Granite 3.3 8B Instruct
Input tokens$0.50
Output tokens$0.50
Best providerReplicate
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. Granite 3.3 8B Instruct can generate longer responses up to 8,192 tokens, while GPT-4o is limited to 4,096 tokens.

OpenAI
GPT-4o
Input128,000 tokens
Output4,096 tokens
IBM
Granite 3.3 8B Instruct
Input128,000 tokens
Output8,192 tokens
Tue Jul 21 2026 • llm-stats.com

Input Capabilities

Supported data types and modalities

Both GPT-4o and Granite 3.3 8B Instruct support multimodal inputs.

They are both capable of processing various types of data, offering versatility in application.

GPT-4o

Text
Images
Audio
Video

Granite 3.3 8B Instruct

Text
Images
Audio
Video

License

Usage and distribution terms

GPT-4o is licensed under a proprietary license, while Granite 3.3 8B Instruct uses Apache 2.0.

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

GPT-4o

Proprietary

Closed source

Granite 3.3 8B Instruct

Apache 2.0

Open weights

Release Timeline

When each model was launched

GPT-4o was released on 2024-05-13, while Granite 3.3 8B Instruct was released on 2025-04-16.

Granite 3.3 8B Instruct is 11 months newer than GPT-4o.

GPT-4o

May 13, 2024

2.2 years ago

Granite 3.3 8B Instruct

Apr 16, 2025

1.3 years ago

11mo newer

Knowledge Cutoff

When training data ends

Granite 3.3 8B Instruct has a documented knowledge cutoff of 2024-04-01, while GPT-4o's cutoff date is not specified.

We can confirm Granite 3.3 8B Instruct's training data extends to 2024-04-01, but cannot make a direct comparison without GPT-4o's cutoff date.

GPT-4o

Granite 3.3 8B Instruct

Apr 2024

Provider Availability

GPT-4o is available from Azure, OpenAI. Granite 3.3 8B Instruct is available from Replicate.

GPT-4o

azure logo
Azure
Input Price:Input: $2.50/1MOutput Price:Output: $10.00/1M
openai logo
OpenAI
Input Price:Input: $2.50/1MOutput Price:Output: $10.00/1M

Granite 3.3 8B Instruct

replicate logo
Replicate
Input Price:Input: $0.50/1MOutput Price:Output: $0.50/1M
* Prices shown are per million tokens

Outputs Comparison

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Key Takeaways

Higher DROP score (83.4% vs 59.4%)
Higher HumanEval score (90.2% vs 89.7%)
Higher MMLU score (88.7% vs 65.5%)
Less expensive input tokens
Less expensive output tokens
Has open weights
OpenAIGPT-4o
IBMGranite 3.3 8B Instruct

Detailed Comparison

Interactive Arena

Judge for yourself.

Run your own prompts against GPT-4o and Granite 3.3 8B Instruct side-by-side, then vote on the output you prefer.

GPT-4o
✓ Preferred
Granite 3.3 8B Instruct
Open in Playground
AI Model Comparison Table
Feature
OpenAI
GPT-4o
IBM
Granite 3.3 8B Instruct

FAQ

Common questions about GPT-4o vs Granite 3.3 8B Instruct.

Which is better, GPT-4o or Granite 3.3 8B Instruct?

GPT-4o significantly outperforms across most benchmarks. GPT-4o is made by OpenAI and Granite 3.3 8B Instruct is made by IBM. The best choice depends on your use case — compare their benchmark scores, pricing, and capabilities above.

How does GPT-4o compare to Granite 3.3 8B Instruct in benchmarks?

GPT-4o scores MGSM: 90.5%, HumanEval: 90.2%, MMLU: 88.7%, DROP: 83.4%, MATH: 76.6%. Granite 3.3 8B Instruct scores HumanEval: 89.7%, AttaQ: 88.5%, HumanEval+: 86.1%, AIME 2024: 81.2%, GSM8k: 80.9%.

Is GPT-4o cheaper than Granite 3.3 8B Instruct?

Granite 3.3 8B Instruct is 5.0x cheaper for input tokens. GPT-4o costs $2.50/M input and $10.00/M output via azure. Granite 3.3 8B Instruct costs $0.50/M input and $0.50/M output via replicate.

What are the context window sizes for GPT-4o and Granite 3.3 8B Instruct?

GPT-4o supports 128K tokens and Granite 3.3 8B 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-4o and Granite 3.3 8B Instruct?

Key differences include input pricing ($2.50 vs $0.50/M), licensing (Proprietary vs Apache 2.0). See the full comparison above for benchmark-by-benchmark results.

Who makes GPT-4o and Granite 3.3 8B Instruct?

GPT-4o is developed by OpenAI and Granite 3.3 8B Instruct is developed by IBM.