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Muse Spark Open vs Nova Lite

Muse Spark Open leads the LLM Stats Score 44.9 to 7.2. Nova Lite is 19.0x cheaper per token.

Meta · Amazon · Updated for 2026

Which is better?

Muse Spark Open leads the overall LLM Stats Score 44.9 to 7.2, ranking #43 overall.

In the 1 individual benchmarks reported for both models, Muse Spark Open wins 1; this is a narrower head-to-head signal than the composite indexes.

On price, Nova Lite is roughly 19.0x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

Muse Spark Open 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 Muse Spark Open

  • overall performance matters — it scores 44.9 and ranks #43 on LLM Stats
  • your work emphasizes reasoning and coding — it leads those capability indexes
  • you value its reported benchmark strengths — it wins 1 of 1 exact shared results
  • you process long inputs — it offers a 1,048,576 token context window
  • you want the most recent training data — it shipped Oct 2026
  • you need open weights you can self-host or fine-tune

Choose Nova Lite

  • cost matters — it's about 19.0x cheaper per token

At a glance

The differences that matter most.

Core performance indexes
44.9
#43
7.2
#311
45.2
#39
6.8
#308
33.0
#42
5.5
#218
30.6
#43
4.9
#170
Cost, coverage & limits
Benchmark wins
1 of 1
0 of 1
Input price
$1.25 / M
$0.06 / M
Output price
$4.25 / M
$0.24 / M
Context window
1,048,576
300,000

Capability indexes

Additional strengths measured across groups of related public benchmarks

3 shared
Index
Muse Spark Open
Nova Lite
31.6#69
13.6#236
31.2#34
1.7#189
33.1#20
4.2#157
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

17 reported for Muse Spark Open · 27 for Nova Lite

1 shared

Muse Spark Open outperforms in 1 benchmarks (GPQA), while Nova Lite is better at 0 benchmarks.

Muse Spark Open significantly outperforms across most benchmarks.

Tue Oct 20 2026 • llm-stats.com

Human preference

Blind head-to-head votes and playground preference scores

Pricing Analysis

Price comparison per million tokens

Nova Lite costs less

For input processing, Muse Spark Open ($1.25/1M tokens) is 20.8x more expensive than Nova Lite ($0.06/1M tokens).

For output processing, Muse Spark Open ($4.25/1M tokens) is 17.7x more expensive than Nova Lite ($0.24/1M tokens).

In conclusion, Muse Spark Open is more expensive than Nova Lite.*

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

Lowest available price from all providers
Tue Oct 20 2026 • llm-stats.com
Meta
Muse Spark Open
Input tokens$1.25
Output tokens$4.25
Best providerTogether
Amazon
Nova Lite
Input tokens$0.06
Output tokens$0.24
Best providerAWS Bedrock
Notice missing or incorrect data?

Context Window

Maximum input and output token capacity

Muse Spark Open accepts 1,048,576 input tokens compared to Nova Lite's 300,000 tokens. Muse Spark Open can generate longer responses up to 1,048,576 tokens, while Nova Lite is limited to 2,048 tokens.

Meta
Muse Spark Open
Input1,048,576 tokens
Output1,048,576 tokens
Amazon
Nova Lite
Input300,000 tokens
Output2,048 tokens
Tue Oct 20 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Both Muse Spark Open and Nova Lite support multimodal inputs.

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

Muse Spark Open

Text
Images
Audio
Video

Nova Lite

Text
Images
Audio
Video

License

Usage and distribution terms

Muse Spark Open is licensed under Muse Model License, while Nova Lite uses a proprietary license.

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

Muse Spark Open

Muse Model License

Open weights

Nova Lite

Proprietary

Closed source

Release Timeline

When each model was launched

Muse Spark Open was released on 2026-10-15, while Nova Lite was released on 2024-11-20.

Muse Spark Open is 23 months newer than Nova Lite.

Muse Spark Open

Oct 15, 2026

2 days ago

1.9yr newer
Nova Lite

Nov 20, 2024

1.9 years ago

Knowledge Cutoff

When training data ends

Neither model specifies a knowledge cutoff date.

Unable to compare the recency of their training data.

No cutoff dates available

Provider Availability

Muse Spark Open is available from Together. Nova Lite is available from Bedrock.

Muse Spark Open

together logo
Together
Input Price:Input: $1.25/1MOutput Price:Output: $4.25/1M

Nova Lite

bedrock logo
AWS Bedrock
Input Price:Input: $0.06/1MOutput Price:Output: $0.24/1M
* Prices shown are per million tokens

Outputs Comparison

Notice missing or incorrect data?

Judge for yourself.

Run your own prompts against Muse Spark Open and Nova Lite side-by-side, then vote on the output you prefer.

Muse Spark Open
✓ Preferred
Nova Lite
Open in Playground

FAQ

Common questions about Muse Spark Open vs Nova Lite.

Which is better, Muse Spark Open or Nova Lite?

Muse Spark Open leads the LLM Stats Score 44.9 to 7.2. Muse Spark Open is made by Meta and Nova Lite is made by Amazon. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does Muse Spark Open compare to Nova Lite in benchmarks?

Muse Spark Open scores MCP Atlas: 89.2%, GPQA: 89.0%, OSWorld-Verified: 80.4%, BabyVision: 80.2%, Terminal-Bench 2.1: 76.4%. Nova Lite scores GSM8k: 94.5%, ARC-C: 92.4%, DocVQA: 92.4%, IFEval: 89.7%, Translation en→Set1 COMET22: 88.8%.

Is Muse Spark Open cheaper than Nova Lite?

Nova Lite is 20.8x cheaper for input tokens. Muse Spark Open costs $1.25/M input and $4.25/M output via together. Nova Lite costs $0.06/M input and $0.24/M output via bedrock.

What are the context window sizes for Muse Spark Open and Nova Lite?

Muse Spark Open supports 1.0M tokens and Nova Lite supports 300K tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between Muse Spark Open and Nova Lite?

Key differences include LLM Stats Score (44.9 vs 7.2), context window (1.0M vs 300K), input pricing ($1.25 vs $0.06/M), licensing (Muse Model License vs Proprietary). See the full comparison above for benchmark-by-benchmark results.

Who makes Muse Spark Open and Nova Lite?

Muse Spark Open is developed by Meta and Nova Lite is developed by Amazon.