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Muse Spark 1.3 vs GPT-6 Astra

Detailed technical comparison between Muse Spark 1.3 (Meta) and GPT-6 Astra (OpenAI). Review live API token pricing, context window capabilities, time-to-first-token latency, and verified benchmark scores side-by-side.

⚡ Executive Summary & Verdict

Comparison Snapshot

Muse Spark 1.3: 0 WinsvsGPT-6 Astra: 6 Wins
Context Leader

GPT-6 Astra

1,050,000 tokens
Agentic Tool-Calling

Tie

Equal Capability
Lowest Latency (TTFT)

Tie

Equal Speed
Input Price Leader

Muse Spark 1.3

$1.25 / MTok
Metaactive

Muse Spark 1.3

Muse Spark 1.3 is an advanced artificial intelligence model engineered by Meta. Tailored for complex multi-step reasoning, programming synthesis, and extended document comprehension, Muse Spark 1.3 represents a key architectural iteration in the Meta model family. First released in 2026-09-02, it serves enterprise developers, research teams, and autonomous system architects requiring strict instruction compliance. Featuring an input capacity of 1,048,576 tokens (approximately 1,398 words), Muse Spark 1.3 processes multi-file code repositories, lengthy technical reports, and complex prompts in a single inference call.

View Muse Spark 1.3 Full Specs →
OpenAIactive

GPT-6 Astra

GPT-6 Astra is an advanced artificial intelligence model engineered by OpenAI. Tailored for complex multi-step reasoning, programming synthesis, and extended document comprehension, GPT-6 Astra represents a key architectural iteration in the OpenAI model family. First released in 2026-09-04, it serves enterprise developers, research teams, and autonomous system architects requiring strict instruction compliance. Featuring an input capacity of 1,050,000 tokens (approximately 1,400 words), GPT-6 Astra processes multi-file code repositories, lengthy technical reports, and complex prompts in a single inference call.

View GPT-6 Astra Full Specs →

Technical Specifications

🏆 = Superior Spec
SpecificationMuse Spark 1.3GPT-6 Astra
ProviderMetaOpenAI
Context Window1,048,576 tokens1,050,000 tokens🏆
Agent SuitabilityNot yet benchmarkedNot yet benchmarked
Time to First Token (TTFT)No public TTFT dataNo public TTFT data
Deployment Modelmanaged apimanaged api
Production StabilityBeta Access (est.)Beta Access (est.)
API AvailableYesYes
Released Date2026-09-022026-09-04

API Pricing Comparison

Input Price per Million Tokens

Muse Spark 1.3

$1.25

GPT-6 Astra

$10.00

Output Price per Million Tokens

Muse Spark 1.3

$4.25

GPT-6 Astra

$50.00

💡 Cost Ratio: Muse Spark 1.3 is 8.0x cheaper per input token than GPT-6 Astra.

Want to test both models live?

Run side-by-side prompt benchmarks in our dynamic multi-model Sandbox. Compare execution speeds, latency metrics, and compute actual costs in real-time.

Benchmark Performance Metrics

Standardized Scores (0–100%)

Scores show verified raw accuracy percentages across standardized AI evaluation suites. Higher bars indicate superior performance in that domain.

MMLUGeneral knowledge & multi-task understanding
90.5%vs95.4%+4.9% GPT-6 Astra
Muse Spark 1.3
GPT-6 Astra 🏆
HumanEvalPython coding & logic synthesis
92.0%vs96.8%+4.8% GPT-6 Astra
Muse Spark 1.3
GPT-6 Astra 🏆
MATHComplex mathematical problem solving
86.5%vs94.2%+7.7% GPT-6 Astra
Muse Spark 1.3
GPT-6 Astra 🏆
GPQAGraduate-level expert reasoning
68.0%vs86.0%+18.0% GPT-6 Astra
Muse Spark 1.3
GPT-6 Astra 🏆
HellaSwagCommonsense reasoning and inference
92.4%vs98.8%+6.4% GPT-6 Astra
Muse Spark 1.3
GPT-6 Astra 🏆
MT-BenchMulti-turn conversation flow quality
9.3%vs9.7%+0.3% GPT-6 Astra
Muse Spark 1.3
GPT-6 Astra 🏆

Muse Spark 1.3 Quirks & Gotchas

No developer gotchas reported.

GPT-6 Astra Quirks & Gotchas

No developer gotchas reported.

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