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GPT-4.1 nano vs Muse Spark 1.3

Muse Spark 1.3 leads the LLM Stats Score 55.4 to 1.9. Muse Spark 1.3 is 1.4x cheaper per token.

OpenAI · Meta · Updated for 2026

Which is better?

Muse Spark 1.3 leads the overall LLM Stats Score 55.4 to 1.9, ranking #5 overall.

On price, Muse Spark 1.3 is roughly 1.4x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

Muse Spark 1.3 also accepts a larger context window (1,048,576 input tokens), making it the stronger choice for long documents and large codebases.

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

Choose GPT-4.1 nano

  • you want predictable pricing at $0.10/M input and $0.40/M output

Choose Muse Spark 1.3

  • overall performance matters — it scores 55.4 and ranks #5 on LLM Stats
  • your work emphasizes reasoning and coding — it leads those capability indexes
  • cost matters — it's about 1.4x cheaper per token
  • you process long inputs — it offers a 1,048,576 token context window
  • you want the most recent training data — it shipped Sep 2026

At a glance

The differences that matter most.

Core performance indexes
1.9
#307
55.4
#5
2.3
#294
53.0
#6
-11.7
#256
41.6
#9
Cost, coverage & limits
Benchmark wins
Input price
$0.10 / M
$0.10 / M
Output price
$0.40 / M
$0.20 / M
Context window
1,047,576
1,048,576

Capability indexes

Additional strengths measured across groups of related public benchmarks

2 shared
Index
GPT-4.1 nano
Muse Spark 1.3
-10.2#183
35.4#1
1.9#103
31.7#1
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

24 reported for GPT-4.1 nano · 11 for Muse Spark 1.3

No common benchmarks found

GPT-4.1 nano and Muse Spark 1.3don't have any common benchmark datasets to compare. They may have been evaluated on different testing suites.

Human preference

Blind head-to-head votes and playground preference scores

Pricing Analysis

Price comparison per million tokens

Muse Spark 1.3 costs less

For input processing, GPT-4.1 nano ($0.10/1M tokens) costs the same as Muse Spark 1.3 ($0.10/1M tokens).

For output processing, GPT-4.1 nano ($0.40/1M tokens) is 2.0x more expensive than Muse Spark 1.3 ($0.20/1M tokens).

In conclusion, GPT-4.1 nano is more expensive than Muse Spark 1.3.*

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

Lowest available price from all providers
Thu Sep 03 2026 • llm-stats.com
OpenAI
GPT-4.1 nano
Input tokens$0.10
Output tokens$0.40
Best providerOpenAI
Meta
Muse Spark 1.3
Input tokens$0.10
Output tokens$0.20
Best providerMeta
Notice missing or incorrect data?Start an Issue

Context Window

Maximum input and output token capacity

Muse Spark 1.3 accepts 1,048,576 input tokens compared to GPT-4.1 nano's 1,047,576 tokens. Muse Spark 1.3 can generate longer responses up to 943,718 tokens, while GPT-4.1 nano is limited to 32,768 tokens.

OpenAI
GPT-4.1 nano
Input1,047,576 tokens
Output32,768 tokens
Meta
Muse Spark 1.3
Input1,048,576 tokens
Output943,718 tokens
Thu Sep 03 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Both GPT-4.1 nano and Muse Spark 1.3 support multimodal inputs.

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

GPT-4.1 nano

Text
Images
Audio
Video

Muse Spark 1.3

Text
Images
Audio
Video

License

Usage and distribution terms

Both models are licensed under proprietary licenses.

Both models have usage restrictions defined by their respective organizations.

GPT-4.1 nano

Proprietary

Closed source

Muse Spark 1.3

Proprietary

Closed source

Release Timeline

When each model was launched

GPT-4.1 nano was released on 2025-04-14, while Muse Spark 1.3 was released on 2026-09-02.

Muse Spark 1.3 is 17 months newer than GPT-4.1 nano.

GPT-4.1 nano

Apr 14, 2025

1.4 years ago

Muse Spark 1.3

Sep 2, 2026

0 days ago

1.4yr newer

Knowledge Cutoff

When training data ends

GPT-4.1 nano has a documented knowledge cutoff of 2024-05-31, while Muse Spark 1.3's cutoff date is not specified.

We can confirm GPT-4.1 nano's training data extends to 2024-05-31, but cannot make a direct comparison without Muse Spark 1.3's cutoff date.

GPT-4.1 nano

May 2024

Muse Spark 1.3

Provider Availability

GPT-4.1 nano is available from OpenAI. Muse Spark 1.3 is available from Meta Model API.

GPT-4.1 nano

openai logo
OpenAI
Input Price:Input: $0.10/1MOutput Price:Output: $0.40/1M

Muse Spark 1.3

meta logo
Meta
Input Price:Input: $0.10/1MOutput Price:Output: $0.20/1M
* Prices shown are per million tokens

Outputs Comparison

Notice missing or incorrect data?Start an Issue discussion

Judge for yourself.

Run your own prompts against GPT-4.1 nano and Muse Spark 1.3 side-by-side, then vote on the output you prefer.

GPT-4.1 nano
✓ Preferred
Muse Spark 1.3
Open in Playground

FAQ

Common questions about GPT-4.1 nano vs Muse Spark 1.3.

Which is better, GPT-4.1 nano or Muse Spark 1.3?

Muse Spark 1.3 leads the LLM Stats Score 55.4 to 1.9. GPT-4.1 nano is made by OpenAI and Muse Spark 1.3 is made by Meta. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does GPT-4.1 nano compare to Muse Spark 1.3 in benchmarks?

GPT-4.1 nano scores MMLU: 80.1%, IFEval: 74.5%, CharXiv-D: 73.9%, MMMLU: 66.9%, Multi-IF: 57.2%. Muse Spark 1.3 scores MRCR v2 (8-needle): 98.5%, MRCR v2 (8-needle, 512K-1M): 98.1%, DeepSearchQA: 89.4%, Terminal-Bench 2.1: 88.8%, DeepSWE 1.1: 75.4%.

Is GPT-4.1 nano cheaper than Muse Spark 1.3?

Both models cost $0.10 per million input tokens.

What are the context window sizes for GPT-4.1 nano and Muse Spark 1.3?

GPT-4.1 nano supports 1.0M tokens and Muse Spark 1.3 supports 1.0M tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between GPT-4.1 nano and Muse Spark 1.3?

Key differences include LLM Stats Score (1.9 vs 55.4), context window (1.0M vs 1.0M). See the full comparison above for benchmark-by-benchmark results.

Who makes GPT-4.1 nano and Muse Spark 1.3?

GPT-4.1 nano is developed by OpenAI and Muse Spark 1.3 is developed by Meta.