GPT-5.6 Luna vs
Muse Spark 1.1

Read the published evidence, route context, and missing facts before making a local decision. This page does not name a universal winner.

Models in this comparison

Provider identity and evidence state stay balanced across the pair.

Model type
Proprietary
Evidence state
Estimated evidence
Published context
1,050,000
VS
Model type
Proprietary
Evidence state
Supported evidence
Published context
1,000,000

Key implications

Insufficient shared-metric coverage. Each finding is tied to a published metric, price, context, or modality fact.

  1. Context window: GPT-5.6 Luna has the larger published context window (1,050,000 tokens vs 1,000,000 tokens).

Shared metric view

A radar is shown only when at least four compatible supported score metrics are published.

Comparable metric detail

  • AgenticGPT-5.6 Luna: 52.82 · Muse Spark 1.1: 59.82
  • CodingGPT-5.6 Luna: 73.59 · Muse Spark 1.1: 65.7
  • KnowledgeGPT-5.6 Luna: 83.6 · Muse Spark 1.1: 92.8
  • MathGPT-5.6 Luna: 97 · Muse Spark 1.1: Unavailable
  • MultimodalGroundedGPT-5.6 Luna: 60.2 · Muse Spark 1.1: 72
  • ReasoningGPT-5.6 Luna: 57.9 · Muse Spark 1.1: Unavailable
  • OverallGPT-5.6 Luna: 67.35 · Muse Spark 1.1: 77.14

Source metrics

Friendly metric names and published units stay visible. Missing measurements remain unavailable rather than becoming a score.

Source metric comparison
MetricUnitGPT-5.6 LunaMuse Spark 1.1
Agenticscore52.8259.82
Codingscore73.5965.7
Knowledgescore83.692.8
Mathscore97Unavailable
MultimodalGroundedscore60.272
Reasoningscore57.9Unavailable
Overallscore67.3577.14

Agentic

Unit
score
GPT-5.6 Luna
52.82
Muse Spark 1.1
59.82

Coding

Unit
score
GPT-5.6 Luna
73.59
Muse Spark 1.1
65.7

Knowledge

Unit
score
GPT-5.6 Luna
83.6
Muse Spark 1.1
92.8

Math

Unit
score
GPT-5.6 Luna
97
Muse Spark 1.1
Unavailable

MultimodalGrounded

Unit
score
GPT-5.6 Luna
60.2
Muse Spark 1.1
72

Reasoning

Unit
score
GPT-5.6 Luna
57.9
Muse Spark 1.1
Unavailable

Overall

Unit
score
GPT-5.6 Luna
67.35
Muse Spark 1.1
77.14

Pricing and context

Verification is shown beside each selected route. Missing facts remain Not verified.

Route pricing and context comparison
FieldUnitGPT-5.6 LunaMuse Spark 1.1
Input API priceUSD / 1M tokens$1Not verified
Cached input API priceUSD / 1M tokens$0.1Not verified
Output API priceUSD / 1M tokens$6Not verified
Route contexttokens1,050,000Not verified
Input modalitiespublished listNot verifiedNot verified
Output modalitiespublished listNot verifiedNot verified

Input API price

Unit
USD / 1M tokens
GPT-5.6 Luna
$1
Muse Spark 1.1
Not verified

Cached input API price

Unit
USD / 1M tokens
GPT-5.6 Luna
$0.1
Muse Spark 1.1
Not verified

Output API price

Unit
USD / 1M tokens
GPT-5.6 Luna
$6
Muse Spark 1.1
Not verified

Route context

Unit
tokens
GPT-5.6 Luna
1,050,000
Muse Spark 1.1
Not verified

Input modalities

Unit
published list
GPT-5.6 Luna
Not verified
Muse Spark 1.1
Not verified

Output modalities

Unit
published list
GPT-5.6 Luna
Not verified
Muse Spark 1.1
Not verified

Evidence provenance

Source records, route identity, timestamps, and methodology are consolidated here without declaring either model a winner.

Publication time
Aug 30, 2026, 2:15 AM UTC
Freshness
Stale — Published weekly benchmark evidence has not refreshed within 8 days.
Methodology
benchlm: benchlm_raw_composite
Model records
  • GPT-5.6 Luna — source benchlm · artifact models · model gpt-5-6-luna
  • Muse Spark 1.1 — source benchlm · artifact models · model muse-spark-1-1
Selected price routes
  • GPT-5.6 Luna — route benchlm:gpt-5-6-luna · source benchlm · provider openai
  • Muse Spark 1.1 — Not published

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