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GPT-6 Astra vs Muse Spark 1.3

GPT-6 Astra and Muse Spark 1.3 are closely matched at 60.7 and 55.3 on the LLM Stats Score. Muse Spark 1.3 is 160.0x cheaper per token.

OpenAI · Meta · Updated for 2026

Which is better?

GPT-6 Astra and Muse Spark 1.3 are closely matched on the overall LLM Stats Score at 60.7 and 55.3.

In the 3 individual benchmarks reported for both models, Muse Spark 1.3 wins 2; this is a narrower head-to-head signal than the composite indexes.

On price, Muse Spark 1.3 is roughly 160.0x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

GPT-6 Astra also accepts a larger context window (1,050,000 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-6 Astra

  • you process long inputs — it offers a 1,050,000 token context window
  • you want the most recent training data — it shipped Sep 2026

Choose Muse Spark 1.3

  • you value its reported benchmark strengths — it wins 2 of 3 exact shared results
  • cost matters — it's about 160.0x cheaper per token

At a glance

The differences that matter most.

Core performance indexes
60.7
#1
55.3
#5
58.7
#1
52.8
#7
49.0
#1
41.7
#10
46.4
#1
40.4
#4
Cost, coverage & limits
Benchmark wins
1 of 3
2 of 3
Input price
$10.00 / M
$0.10 / M
Output price
$50.00 / M
$0.20 / M
Context window
1,050,000
1,048,576

Capability indexes

Additional strengths measured across groups of related public benchmarks

1 shared
Index
GPT-6 Astra
Muse Spark 1.3
36.6#1
35.5#2
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

22 reported for GPT-6 Astra · 11 for Muse Spark 1.3

3 shared

GPT-6 Astra outperforms in 1 benchmarks (OSWorld 2.0), while Muse Spark 1.3 is better at 2 benchmarks (AutomationBench, DeepSWE 1.1).

Muse Spark 1.3 shows notably better performance in the majority of benchmarks.

Thu Sep 03 2026 • llm-stats.com

Human preference

Blind head-to-head votes and playground preference scores

Pricing Analysis

Price comparison per million tokens

Muse Spark 1.3 costs less

For input processing, GPT-6 Astra ($10.00/1M tokens) is 100.0x more expensive than Muse Spark 1.3 ($0.10/1M tokens).

For output processing, GPT-6 Astra ($50.00/1M tokens) is 250.0x more expensive than Muse Spark 1.3 ($0.20/1M tokens).

In conclusion, GPT-6 Astra 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-6 Astra
Input tokens$10.00
Output tokens$50.00
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

GPT-6 Astra accepts 1,050,000 input tokens compared to Muse Spark 1.3's 1,048,576 tokens. Muse Spark 1.3 can generate longer responses up to 943,718 tokens, while GPT-6 Astra is limited to 128,000 tokens.

OpenAI
GPT-6 Astra
Input1,050,000 tokens
Output128,000 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

Both GPT-6 Astra and Muse Spark 1.3 support multimodal inputs.

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

GPT-6 Astra

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-6 Astra

Proprietary

Closed source

Muse Spark 1.3

Proprietary

Closed source

Release Timeline

When each model was launched

GPT-6 Astra was released on 2026-09-03, while Muse Spark 1.3 was released on 2026-09-02.

GPT-6 Astra is 0 month newer than Muse Spark 1.3.

GPT-6 Astra

Sep 3, 2026

0 days ago

1d newer
Muse Spark 1.3

Sep 2, 2026

1 days ago

Knowledge Cutoff

When training data ends

GPT-6 Astra has a documented knowledge cutoff of 2026-04-30, while Muse Spark 1.3's cutoff date is not specified.

We can confirm GPT-6 Astra's training data extends to 2026-04-30, but cannot make a direct comparison without Muse Spark 1.3's cutoff date.

GPT-6 Astra

Apr 2026

Muse Spark 1.3

Provider Availability

GPT-6 Astra is available from OpenAI. Muse Spark 1.3 is available from Meta Model API.

GPT-6 Astra

openai logo
OpenAI
Input Price:Input: $10.00/1MOutput Price:Output: $50.00/1M

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 GPT-6 Astra and Muse Spark 1.3 side-by-side, then vote on the output you prefer.

GPT-6 Astra
✓ Preferred
Muse Spark 1.3
Open in Playground

FAQ

Common questions about GPT-6 Astra vs Muse Spark 1.3.

Which is better, GPT-6 Astra or Muse Spark 1.3?

GPT-6 Astra and Muse Spark 1.3 are closely matched on the LLM Stats Score at 60.7 and 55.3. GPT-6 Astra 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-6 Astra compare to Muse Spark 1.3 in benchmarks?

GPT-6 Astra scores ExploitBench: 100.0%, ARC-AGI-3: 99.9%, ARC-AGI: 98.5%, FrontierMath Tier 4 (v2): 97.6%, GPQA: 96.0%. 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-6 Astra cheaper than Muse Spark 1.3?

Muse Spark 1.3 is 100.0x cheaper for input tokens. GPT-6 Astra costs $10.00/M input and $50.00/M output via openai. Muse Spark 1.3 costs $0.10/M input and $0.20/M output via meta.

What are the context window sizes for GPT-6 Astra and Muse Spark 1.3?

GPT-6 Astra supports 1.1M 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-6 Astra and Muse Spark 1.3?

Key differences include LLM Stats Score (60.7 vs 55.3), context window (1.1M vs 1.0M), input pricing ($10.00 vs $0.10/M). See the full comparison above for benchmark-by-benchmark results.

Who makes GPT-6 Astra and Muse Spark 1.3?

GPT-6 Astra is developed by OpenAI and Muse Spark 1.3 is developed by Meta.