Compare / head-to-head

GPT-6 LunavsMuse Spark 1.1

GPT-6 Luna leads 8 of 14 shared benchmarks. GPT-6 Luna is 9.2x cheaper per token. GPT-6 Luna has the larger context window (1.1M tokens).

Benchmarks from cited public sources; pricing from official pages; status from official provider feeds.

Shared benchmarks
8 – 6
GPT-6 Luna leads
Cheaper per token
GPT-6 Luna
9.2x cheaper, input + output
Larger context
GPT-6 Luna
1.1M tokens
Providers
2 providers
OpenAI · Meta
GPT-6 Luna
OpenAI · released 2026-09-22
textvision
Context
1.1M
Max out
128K
Input /1M
$0.1 ↗
Output /1M
$0.5 ↗
Cached /1M
$0.01
Scores
22 · 8 core
Muse Spark 1.1
Meta · released 2026-07-09
textvisionvideoaudio
Context
1.0M
Max out
—
Input /1M
$1.25 ↗
Output /1M
$4.25 ↗
Cached /1M
$0.15
Scores
30 · 7 core
Quality

Benchmark matrix

BenchmarkGPT-6 LunaMuse Spark 1.1ΔEdge
Reported by both · 14
LMArena Elo1442.9 ↗1491.3 ↗-48.4Muse Spark 1.1
APEX-Agents (Mercor)44.3% ↗31.8% ↗+12.5 ptGPT-6 Luna
DeepSWE v1.166.6% ↗53.3% ↗+13.3 ptGPT-6 Luna
LiveBench Agentic Coding (LiveBench)51.2% ↗58.5% ↗-7.3 ptMuse Spark 1.1
LiveBench Coding (LiveBench)79% ↗77.2% ↗+1.8 ptGPT-6 Luna
LiveBench Data Analysis (LiveBench)73.4% ↗72.5% ↗+0.9 ptGPT-6 Luna
LiveBench Instruction Following (LiveBench)55.9% ↗69.6% ↗-13.7 ptMuse Spark 1.1
LiveBench Language (LiveBench)73.8% ↗74.3% ↗-0.5 ptMuse Spark 1.1
LiveBench Mathematics (LiveBench)89.1% ↗87.1% ↗+2 ptGPT-6 Luna
LiveBench Reasoning (LiveBench)81.8% ↗87.7% ↗-5.9 ptMuse Spark 1.1
LMArena Agent (LMArena)0.0135 ↗-0.0488 ↗+0.1GPT-6 Luna
LMArena WebDev (LMArena)1578.7 ↗1541.7 ↗+37GPT-6 Luna
SAGE (Vals AI)48.1% ↗45.6% ↗+2.5 ptGPT-6 Luna
SimpleQA Verified41.4% ↗epoch run57.8% ↗epoch run-16.4 ptMuse Spark 1.1
Only GPT-6 Luna reports · 8
GPQA Diamond90.5% ↗epoch runnot reported——
Chess Puzzles (Epoch AI run)31% ↗epoch runnot reported——
FrontierMath Tier 4 v2 (Epoch AI run)56.1% ↗epoch runnot reported——
FrontierMath Tiers 1-3 v2 (Epoch AI run)78.9% ↗epoch runnot reported——
Furniture Assembly (Epoch AI run)44.2% ↗epoch runnot reported——
Mystery Game Puzzles (Epoch AI run)7% ↗epoch runnot reported——
OTIS Mock AIME 2024-2025 (Epoch AI run)98.9% ↗epoch runnot reported——
Terminal-Bench 4.0 (Vals AI)13.6% ↗not reported——
Only Muse Spark 1.1 reports · 16
BabyVisionnot reported76.3% ↗——
CharXiv Reasoningnot reported88.4% ↗——
DeepSWE v1.1 (Datacurve)not reported53.3% ↗——
Finance Agent v2not reported57.2% ↗——
Humanity's Last Exam (with tools)not reported62.1% ↗——
JobBenchnot reported54.7% ↗——
LMArena Vision (LMArena)not reported1281.1 ↗——
MCP Atlasnot reported88.1% ↗——
OSWorld-Verifiednot reported80.8% ↗——
OSWorld-Verified (XLANG)not reported80.7% ↗——
SWE-Bench Pronot reported61.5% ↗——
tau2-bench Banking Knowledge (Sierra)not reported40.5% ↗——
Terminal-Bench 2.1not reported80% ↗——
Toolathlon-Verifiednot reported75.6% ↗——
Toolathlon-Verified (HKUST)not reported75.6% ↗——
Vending-Bench 2 (Andon Labs)not reported6520.48 ↗——
Scores tagged "epoch" or "matharena" are independent runs, used only where the lab has not published its own; ⚠ marks rows MathArena flags as released after the competition. Higher is better on every row. Δ is GPT-6 Luna minus Muse Spark 1.1 in the benchmark's own unit. "Not reported" means the lab has not published that figure; it is not a zero. ↗ opens the source.
Specs & pricing

Side by side

SpecGPT-6 LunaMuse Spark 1.1Edge
Context window1.1M tokens1.0M tokensGPT-6 Luna
Max output128K tokens——
Input price / 1M$0.1 ↗$1.25 ↗GPT-6 Luna
Output price / 1M$0.5 ↗$4.25 ↗GPT-6 Luna
Cached input / 1M$0.01 ↗$0.15 ↗GPT-6 Luna
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$0.6$5.5GPT-6 Luna
Modalitiestext · visiontext · vision · video · audioMuse Spark 1.1
Released2026-09-222026-07-09—
Cited benchmark scores2230—
Reliability

Provider status

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