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Llama 3.1 Nemotron Ultra 253B v1 vs o3-mini

Llama 3.1 Nemotron Ultra 253B v1 and o3-mini are closely matched at 19.1 and 21.5 on the LLM Stats Score.

NVIDIA · OpenAI · Updated for 2026

Which is better?

Llama 3.1 Nemotron Ultra 253B v1 and o3-mini are closely matched on the overall LLM Stats Score at 19.1 and 21.5.

In the 2 individual benchmarks reported for both models, o3-mini wins 2; this is a narrower head-to-head signal than the composite indexes.

Based on current LLM Stats indexes, shared benchmarks, pricing, and model metadata for 2026.

Choose Llama 3.1 Nemotron Ultra 253B v1

  • your work emphasizes coding — it leads those capability indexes
  • you want the most recent training data — it shipped Apr 2025
  • you need open weights you can self-host or fine-tune

Choose o3-mini

  • you value its reported benchmark strengths — it wins 2 of 2 exact shared results

At a glance

The differences that matter most.

Core performance indexes
19.1
#212
21.5
#193
18.8
#211
20.6
#192
12.4
#151
5.1
#209
Cost, coverage & limits
Benchmark wins
0 of 2
2 of 2
Input price
— / M
$1.10 / M
Output price
— / M
$4.40 / M
Context window
—
200,000

Capability indexes

Additional strengths measured across groups of related public benchmarks

1 shared
Index
Llama 3.1 Nemotron Ultra 253B v1
o3-mini
15.6#216
29.3#87
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

6 reported for Llama 3.1 Nemotron Ultra 253B v1 · 25 for o3-mini

2 shared

Llama 3.1 Nemotron Ultra 253B v1 outperforms in 0 benchmarks, while o3-mini is better at 2 benchmarks (GPQA, IFEval).

o3-mini significantly outperforms across most benchmarks.

Sun Sep 27 2026 • llm-stats.com

Human preference

Blind head-to-head votes and playground preference scores

Context Window

Maximum input and output token capacity

Only o3-mini specifies input context (200,000 tokens). Only o3-mini specifies output context (100,000 tokens).

NVIDIA
Llama 3.1 Nemotron Ultra 253B v1
Input- tokens
Output- tokens
OpenAI
o3-mini
Input200,000 tokens
Output100,000 tokens
Sun Sep 27 2026 • llm-stats.com

License

Usage and distribution terms

Llama 3.1 Nemotron Ultra 253B v1 is licensed under Llama 3.1 Community License, while o3-mini uses a proprietary license.

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

Llama 3.1 Nemotron Ultra 253B v1

Llama 3.1 Community License

Open weights

o3-mini

Proprietary

Closed source

Release Timeline

When each model was launched

Llama 3.1 Nemotron Ultra 253B v1 was released on 2025-04-07, while o3-mini was released on 2025-01-30.

Llama 3.1 Nemotron Ultra 253B v1 is 2 months newer than o3-mini.

Llama 3.1 Nemotron Ultra 253B v1

Apr 7, 2025

1.5 years ago

2mo newer
o3-mini

Jan 30, 2025

1.7 years ago

Knowledge Cutoff

When training data ends

Llama 3.1 Nemotron Ultra 253B v1 has a knowledge cutoff of 2023-12-01, while o3-mini has a cutoff of 2023-09-30.

Llama 3.1 Nemotron Ultra 253B v1 has more recent training data (up to 2023-12-01), making it potentially better informed about events through that date compared to o3-mini (2023-09-30).

Llama 3.1 Nemotron Ultra 253B v1

Dec 2023

3 mo newer
o3-mini

Sep 2023

Outputs Comparison

Notice missing or incorrect data?Start an Issue discussion→

Judge for yourself.

Run your own prompts against Llama 3.1 Nemotron Ultra 253B v1 and o3-mini side-by-side, then vote on the output you prefer.

Llama 3.1 Nemotron Ultra 253B v1
✓ Preferred
o3-mini
Open in Playground

FAQ

Common questions about Llama 3.1 Nemotron Ultra 253B v1 vs o3-mini.

Which is better, Llama 3.1 Nemotron Ultra 253B v1 or o3-mini?

Llama 3.1 Nemotron Ultra 253B v1 and o3-mini are closely matched on the LLM Stats Score at 19.1 and 21.5. Llama 3.1 Nemotron Ultra 253B v1 is made by NVIDIA and o3-mini is made by OpenAI. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does Llama 3.1 Nemotron Ultra 253B v1 compare to o3-mini in benchmarks?

Llama 3.1 Nemotron Ultra 253B v1 scores MATH-500: 97.0%, IFEval: 89.5%, GPQA: 76.0%, BFCL v2: 74.1%, AIME 2025: 72.5%. o3-mini scores COLLIE: 98.7%, MATH: 97.9%, IFEval: 93.9%, MGSM: 92.0%, AIME 2024: 87.3%.

What are the context window sizes for Llama 3.1 Nemotron Ultra 253B v1 and o3-mini?

Llama 3.1 Nemotron Ultra 253B v1 supports an unknown number of tokens and o3-mini supports 200K 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 Nemotron Ultra 253B v1 and o3-mini?

Key differences include LLM Stats Score (19.1 vs 21.5), licensing (Llama 3.1 Community License vs Proprietary). See the full comparison above for benchmark-by-benchmark results.

Who makes Llama 3.1 Nemotron Ultra 253B v1 and o3-mini?

Llama 3.1 Nemotron Ultra 253B v1 is developed by NVIDIA and o3-mini is developed by OpenAI.