The AI arena is free today

Open Superagent

Jamba 1.5 Large vs Muse Spark 1.3

Muse Spark 1.3 leads the LLM Stats Score 55.4 to 1.2. Muse Spark 1.3 is 28.0x cheaper per token.

AI21 Labs · Meta · Updated for 2026

Which is better?

Muse Spark 1.3 leads the overall LLM Stats Score 55.4 to 1.2, ranking #5 overall.

On price, Muse Spark 1.3 is roughly 28.0x 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 Jamba 1.5 Large

  • you need open weights you can self-host or fine-tune

Choose Muse Spark 1.3

  • overall performance matters — it scores 55.4 and ranks #5 on LLM Stats
  • your work emphasizes reasoning — it leads those capability indexes
  • cost matters — it's about 28.0x 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
1.2
#309
55.4
#5
1.2
#299
53.0
#6
Cost, coverage & limits
Benchmark wins
Input price
$2.00 / M
$0.10 / M
Output price
$8.00 / M
$0.20 / M
Context window
256,000
1,048,576

Individual benchmarks

8 reported for Jamba 1.5 Large · 11 for Muse Spark 1.3

No common benchmarks found

Jamba 1.5 Large 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, Jamba 1.5 Large ($2.00/1M tokens) is 20.0x more expensive than Muse Spark 1.3 ($0.10/1M tokens).

For output processing, Jamba 1.5 Large ($8.00/1M tokens) is 40.0x more expensive than Muse Spark 1.3 ($0.20/1M tokens).

In conclusion, Jamba 1.5 Large 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
AI21 Labs
Jamba 1.5 Large
Input tokens$2.00
Output tokens$8.00
Best providerAWS Bedrock
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 Jamba 1.5 Large's 256,000 tokens. Muse Spark 1.3 can generate longer responses up to 943,718 tokens, while Jamba 1.5 Large is limited to 256,000 tokens.

AI21 Labs
Jamba 1.5 Large
Input256,000 tokens
Output256,000 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

Muse Spark 1.3 supports multimodal inputs, whereas Jamba 1.5 Large does not.

Muse Spark 1.3 can handle both text and other forms of data like images, making it suitable for multimodal applications.

Jamba 1.5 Large

Text
Images
Audio
Video

Muse Spark 1.3

Text
Images
Audio
Video

License

Usage and distribution terms

Jamba 1.5 Large is licensed under Jamba Open Model License, while Muse Spark 1.3 uses a proprietary license.

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

Jamba 1.5 Large

Jamba Open Model License

Open weights

Muse Spark 1.3

Proprietary

Closed source

Release Timeline

When each model was launched

Jamba 1.5 Large was released on 2024-08-22, while Muse Spark 1.3 was released on 2026-09-02.

Muse Spark 1.3 is 25 months newer than Jamba 1.5 Large.

Jamba 1.5 Large

Aug 22, 2024

2.0 years ago

Muse Spark 1.3

Sep 2, 2026

0 days ago

2.0yr newer

Knowledge Cutoff

When training data ends

Jamba 1.5 Large has a documented knowledge cutoff of 2024-03-05, while Muse Spark 1.3's cutoff date is not specified.

We can confirm Jamba 1.5 Large's training data extends to 2024-03-05, but cannot make a direct comparison without Muse Spark 1.3's cutoff date.

Jamba 1.5 Large

Mar 2024

Muse Spark 1.3

Provider Availability

Jamba 1.5 Large is available from Bedrock, Google. Muse Spark 1.3 is available from Meta Model API.

Jamba 1.5 Large

bedrock logo
AWS Bedrock
Input Price:Input: $2.00/1MOutput Price:Output: $8.00/1M
google logo
Google
Input Price:Input: $2.00/1MOutput Price:Output: $8.00/1M

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 Jamba 1.5 Large and Muse Spark 1.3 side-by-side, then vote on the output you prefer.

Jamba 1.5 Large
✓ Preferred
Muse Spark 1.3
Open in Playground

FAQ

Common questions about Jamba 1.5 Large vs Muse Spark 1.3.

Which is better, Jamba 1.5 Large or Muse Spark 1.3?

Muse Spark 1.3 leads the LLM Stats Score 55.4 to 1.2. Jamba 1.5 Large is made by AI21 Labs 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 Jamba 1.5 Large compare to Muse Spark 1.3 in benchmarks?

Jamba 1.5 Large scores ARC-C: 93.0%, GSM8k: 87.0%, MMLU: 81.2%, Arena Hard: 65.4%, TruthfulQA: 58.3%. 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 Jamba 1.5 Large cheaper than Muse Spark 1.3?

Muse Spark 1.3 is 20.0x cheaper for input tokens. Jamba 1.5 Large costs $2.00/M input and $8.00/M output via bedrock. Muse Spark 1.3 costs $0.10/M input and $0.20/M output via meta.

What are the context window sizes for Jamba 1.5 Large and Muse Spark 1.3?

Jamba 1.5 Large supports 256K 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 Jamba 1.5 Large and Muse Spark 1.3?

Key differences include LLM Stats Score (1.2 vs 55.4), context window (256K vs 1.0M), input pricing ($2.00 vs $0.10/M), multimodal support (no vs yes), licensing (Jamba Open Model License vs Proprietary). See the full comparison above for benchmark-by-benchmark results.

Who makes Jamba 1.5 Large and Muse Spark 1.3?

Jamba 1.5 Large is developed by AI21 Labs and Muse Spark 1.3 is developed by Meta.