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Muse Spark 1.2 vs Solar Pro 4

Muse Spark 1.2 leads the LLM Stats Score 41.1 to 36.0. Muse Spark 1.2 is 4.2x cheaper per token.

Meta · Upstage · Updated for 2026

Which is better?

Muse Spark 1.2 leads the overall LLM Stats Score 41.1 to 36.0, ranking #44 overall.

In the 1 individual benchmarks reported for both models, Muse Spark 1.2 wins 1; this is a narrower head-to-head signal than the composite indexes.

On price, Muse Spark 1.2 is roughly 4.2x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

Muse Spark 1.2 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 1.2

  • overall performance matters — it scores 41.1 and ranks #44 on LLM Stats
  • your work emphasizes coding and agents — it leads those capability indexes
  • you value its reported benchmark strengths — it wins 1 of 1 exact shared results
  • cost matters — it's about 4.2x cheaper per token
  • you process long inputs — it offers a 1,048,576 token context window

Choose Solar Pro 4

  • you want the most recent training data — it shipped Aug 2026

At a glance

The differences that matter most.

Core performance indexes
41.1
#44
36.0
#72
34.4
#80
35.6
#71
33.3
#35
22.1
#73
29.3
#31
13.8
#84
Cost, coverage & limits
Benchmark wins
1 of 1
0 of 1
Input price
$0.10 / M
$0.30 / M
Output price
$0.20 / M
$1.20 / M
Context window
1,048,576
524,288

Individual benchmarks

3 reported for Muse Spark 1.2 · 9 for Solar Pro 4

1 shared

Muse Spark 1.2 outperforms in 1 benchmarks (Terminal-Bench 2.1), while Solar Pro 4 is better at 0 benchmarks.

Muse Spark 1.2 significantly outperforms across most benchmarks.

Fri Aug 28 2026 • llm-stats.com

Human preference

Blind head-to-head votes and playground preference scores

Pricing Analysis

Price comparison per million tokens

Muse Spark 1.2 costs less

For input processing, Muse Spark 1.2 ($0.10/1M tokens) is 3.0x cheaper than Solar Pro 4 ($0.30/1M tokens).

For output processing, Muse Spark 1.2 ($0.20/1M tokens) is 6.0x cheaper than Solar Pro 4 ($1.20/1M tokens).

In conclusion, Solar Pro 4 is more expensive than Muse Spark 1.2.*

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

Lowest available price from all providers
Fri Aug 28 2026 • llm-stats.com
Meta
Muse Spark 1.2
Input tokens$0.10
Output tokens$0.20
Best providerMeta
Upstage
Solar Pro 4
Input tokens$0.30
Output tokens$1.20
Best providerUnknown Organization
Notice missing or incorrect data?Start an Issue

Context Window

Maximum input and output token capacity

Muse Spark 1.2 accepts 1,048,576 input tokens compared to Solar Pro 4's 524,288 tokens. Both models can generate responses up to 131,072 tokens.

Meta
Muse Spark 1.2
Input1,048,576 tokens
Output131,072 tokens
Upstage
Solar Pro 4
Input524,288 tokens
Output131,072 tokens
Fri Aug 28 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Muse Spark 1.2 supports multimodal inputs, whereas Solar Pro 4 does not.

Muse Spark 1.2 can handle both text and other forms of data like images, making it suitable for multimodal applications.

Muse Spark 1.2

Text
Images
Audio
Video

Solar Pro 4

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.

Muse Spark 1.2

Proprietary

Closed source

Solar Pro 4

Proprietary

Closed source

Release Timeline

When each model was launched

Muse Spark 1.2 was released on 2026-08-05, while Solar Pro 4 was released on 2026-08-06.

Solar Pro 4 is 0 month newer than Muse Spark 1.2.

Muse Spark 1.2

Aug 5, 2026

3 weeks ago

Solar Pro 4

Aug 6, 2026

3 weeks ago

1d newer

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 1.2 is available from Meta Model API. Solar Pro 4 is available from Upstage.

Muse Spark 1.2

meta logo
Meta
Input Price:Input: $0.10/1MOutput Price:Output: $0.20/1M

Solar Pro 4

upstage logo
Unknown Organization
Input Price:Input: $0.30/1MOutput Price:Output: $1.20/1M
* 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 Muse Spark 1.2 and Solar Pro 4 side-by-side, then vote on the output you prefer.

Muse Spark 1.2
✓ Preferred
Solar Pro 4
Open in Playground

FAQ

Common questions about Muse Spark 1.2 vs Solar Pro 4.

Which is better, Muse Spark 1.2 or Solar Pro 4?

Muse Spark 1.2 leads the LLM Stats Score 41.1 to 36.0. Muse Spark 1.2 is made by Meta and Solar Pro 4 is made by Upstage. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does Muse Spark 1.2 compare to Solar Pro 4 in benchmarks?

Muse Spark 1.2 scores Terminal-Bench 2.1: 82.9%, Meta Internal Coding Bench: 70.6%, DeepSWE 1.1: 59.3%. Solar Pro 4 scores AIME 2026: 95.3%, GPQA: 89.0%, LiveCodeBench: 87.8%, MMLU-Pro: 86.3%, AA-LCR: 71.0%.

Is Muse Spark 1.2 cheaper than Solar Pro 4?

Muse Spark 1.2 is 3.0x cheaper for input tokens. Muse Spark 1.2 costs $0.10/M input and $0.20/M output via meta. Solar Pro 4 costs $0.30/M input and $1.20/M output via upstage.

What are the context window sizes for Muse Spark 1.2 and Solar Pro 4?

Muse Spark 1.2 supports 1.0M tokens and Solar Pro 4 supports 524K 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 1.2 and Solar Pro 4?

Key differences include LLM Stats Score (41.1 vs 36.0), context window (1.0M vs 524K), input pricing ($0.10 vs $0.30/M), multimodal support (yes vs no). See the full comparison above for benchmark-by-benchmark results.

Who makes Muse Spark 1.2 and Solar Pro 4?

Muse Spark 1.2 is developed by Meta and Solar Pro 4 is developed by Upstage.