Compare / head-to-head

Claude Opus 4.8vsMuse Spark

Claude Opus 4.8 leads 6 of 8 shared benchmarks.

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

Shared benchmarks
6 – 2
Claude Opus 4.8 leads
Cheaper per token
—
list price, input + output
Larger context
—
both 1M tokens
Providers
2 providers
Anthropic · Meta
Claude Opus 4.8
Anthropic · released 2026-05-28
textvision
Context
1M
Max out
128K
Input /1M
$5 ↗
Output /1M
$25 ↗
Cached /1M
$0.5
Scores
47 · 16 core
Muse Spark
Meta · released 2026-04-08
textvision
Context
—
Max out
—
Input /1M
—
Output /1M
—
Cached /1M
—
Scores
19 · 8 core
Quality

Benchmark matrix

BenchmarkClaude Opus 4.8Muse SparkΔEdge
Reported by both · 8
SWE-bench Verified88.6% ↗77.4% ↗+11.2 ptClaude Opus 4.8
GPQA Diamond93.6% ↗89.5% ↗+4.1 ptClaude Opus 4.8
Humanity's Last Exam (no tools)49.8% ↗42.8% ↗+7 ptClaude Opus 4.8
LMArena Elo1452.7 ↗1489.3 ↗-36.6Muse Spark
Humanity's Last Exam (with tools)57.9% ↗50.4% ↗+7.5 ptClaude Opus 4.8
LMArena Vision (LMArena)1286.4 ↗1293.6 ↗-7.2Muse Spark
OTIS Mock AIME 2024-2025 (Epoch AI run)98.3% ↗epoch run88.9% ↗epoch run+9.4 ptClaude Opus 4.8
SWE-Bench Pro69.2% ↗52.4% ↗+16.8 ptClaude Opus 4.8
Only Claude Opus 4.8 reports · 32
AIME 2026100% ↗matharena ⚠not reported——
APEX-Agents (Mercor)48.9% ↗not reported——
BrowseComp84.3% ↗not reported——
Chess Puzzles (Epoch AI run)34% ↗epoch runnot reported——
DeepSWE v1.1 (Datacurve)59% ↗not reported——
EBR-bench (Epoch AI run)28.6% ↗epoch runnot reported——
FrontierMath Tier 4 v2 (Epoch AI run)56.1% ↗epoch runnot reported——
FrontierMath Tiers 1-3 v2 (Epoch AI run)80% ↗epoch runnot reported——
Furniture Assembly (Epoch AI run)42.5% ↗epoch runnot reported——
GSO Opt@1 (GSO)47.1% ↗not reported——
LiveBench Agentic Coding (LiveBench)50.5% ↗not reported——
LiveBench Coding (LiveBench)81.8% ↗not reported——
LiveBench Data Analysis (LiveBench)66% ↗not reported——
LiveBench Instruction Following (LiveBench)72% ↗not reported——
LiveBench Language (LiveBench)79.7% ↗not reported——
LiveBench Mathematics (LiveBench)94.3% ↗not reported——
LiveBench Reasoning (LiveBench)89.2% ↗not reported——
LMArena Agent (LMArena)0.0664 ↗not reported——
LMArena WebDev (LMArena)1555.5 ↗not reported——
Mystery Game Puzzles (Epoch AI run)36% ↗epoch runnot reported——
OSWorld-Verified83.4% ↗not reported——
SAGE (Vals AI)54.8% ↗not reported——
SimpleBench (SimpleBench)64.8% ↗not reported——
SimpleQA Verified53% ↗epoch runnot reported——
SWE-bench Multilingual84.4% ↗not reported——
SWE-bench Multimodal38.4% ↗not reported——
tau2-bench Banking Knowledge (Sierra)39.7% ↗not reported——
Terminal-Bench 2.174.6% ↗not reported——
Terminal-Bench 4.0 (Vals AI)23.2% ↗not reported——
Toolathlon-Verified (HKUST)76.2% ↗not reported——
Vending-Bench 2 (Andon Labs)5787.43 ↗not reported——
WeirdML (Håvard Tveit Ihle)82.9% ↗not reported——
Only Muse Spark reports · 10
ARC AGI 2 (Public)not reported42.5% ↗——
CharXiv Reasoningnot reported86.4% ↗——
DeepSearchQAnot reported74.8% ↗——
HealthBench Hardnot reported42.8% ↗——
LiveCodeBench Pronot reported80% ↗——
MedXpertQA (MM)not reported78.4% ↗——
MMMU Pronot reported80.4% ↗——
ScreenSpot Pro (With Python)not reported84.1% ↗——
SimpleVQAnot reported71.3% ↗——
Terminal-Bench 2.0not reported59% ↗——
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 Claude Opus 4.8 minus Muse Spark 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

SpecClaude Opus 4.8Muse SparkEdge
Context window1M tokens——
Max output128K tokens——
Input price / 1M$5 ↗——
Output price / 1M$25 ↗——
Cached input / 1M$0.5 ↗——
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$30——
Modalitiestext · visiontext · visionTie
Released2026-05-282026-04-08—
Cited benchmark scores4719—
Reliability

Provider status

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