Compare / head-to-head

Hy4 previewvsMuse Spark 1.3

Muse Spark 1.3 leads 3 of 4 shared benchmarks. Hy4 preview is 1.6x cheaper per token. Muse Spark 1.3 has the larger context window (1.0M tokens).

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

Shared benchmarks
0 – 3
Muse Spark 1.3 leads · 1 tied
Cheaper per token
Hy4 preview
1.6x cheaper, input + output
Larger context
Muse Spark 1.3
1.0M tokens
Providers
2 providers
Tencent Hunyuan · Meta
Hy4 preview
Tencent Hunyuan · released 2026-08-28
text
Context
1M
Max out
64K
Input /1M
$0.834 ↗
Output /1M
$2.5 ↗
Cached /1M
$0.042
Scores
18 · 7 core
Muse Spark 1.3
Meta · released 2026-09-02
textvisionvideo
Context
1.0M
Max out
—
Input /1M
$1.25 ↗
Output /1M
$4.25 ↗
Cached /1M
$0.15
Scores
29 · 7 core
Quality

Benchmark matrix

BenchmarkHy4 previewMuse Spark 1.3ΔEdge
Reported by both · 4
LMArena Agent (LMArena)0.0395 ↗0.04 ↗0Tie
LMArena WebDev (LMArena)1633.2 ↗1656.6 ↗-23.4Muse Spark 1.3
Terminal-Bench 2.185.4% ↗88.8% ↗-3.4 ptMuse Spark 1.3
Terminal-Bench 4.0 (Vals AI)8.1% ↗24.7% ↗-16.6 ptMuse Spark 1.3
Only Hy4 preview reports · 14
GPQA Diamond92.3% ↗not reported——
Agents' Last Exam (ALE-CLI)22.8% ↗not reported——
CyberGym78.4% ↗not reported——
DeepSWE64.3% ↗not reported——
HLE (no tools, text-only)43.4% ↗not reported——
HLE (with tools, text-only)55.4% ↗not reported——
MathArena Apex 202574.2% ↗not reported——
MCP-Atlas (public)83.7% ↗not reported——
NL2Repo-Bench58.9% ↗not reported——
OfficeQA Pro66.2% ↗not reported——
SWE-bench Multilingual82.9% ↗not reported——
SWE-bench Pro65.7% ↗not reported——
Toolathlon-Verified74.1% ↗not reported——
WideSearch83.9% ↗not reported——
Only Muse Spark 1.3 reports · 25
LMArena Elonot reported1494.3 ↗——
APEX-Agents (Mercor)not reported57.8% ↗——
AutomationBenchnot reported49.6% ↗——
Chess Puzzles (Epoch AI run)not reported38% ↗epoch run——
DeepSearchQAnot reported90.3% ↗——
DeepSWE v1.1not reported75.4% ↗——
FrontierMath Tier 4 v2 (Epoch AI run)not reported46.3% ↗epoch run——
FrontierMath Tiers 1-3 v2 (Epoch AI run)not reported74.4% ↗epoch run——
GDPval-AA v2not reported1754 ↗——
JobBenchnot reported64.9% ↗——
LiveBench Agentic Coding (LiveBench)not reported64.1% ↗——
LiveBench Coding (LiveBench)not reported81.1% ↗——
LiveBench Data Analysis (LiveBench)not reported79.6% ↗——
LiveBench Instruction Following (LiveBench)not reported78% ↗——
LiveBench Language (LiveBench)not reported82.8% ↗——
LiveBench Mathematics (LiveBench)not reported95.9% ↗——
LiveBench Reasoning (LiveBench)not reported89.7% ↗——
LMArena Vision (LMArena)not reported1290.2 ↗——
MRCR 256K-512Knot reported98.5% ↗——
MRCR 512K-1Mnot reported98.1% ↗——
Mystery Game Puzzles (Epoch AI run)not reported25% ↗epoch run——
OSWorld 2.0 (partial)not reported66.9% ↗——
OTIS Mock AIME 2024-2025 (Epoch AI run)not reported99.2% ↗epoch run——
SimpleBench (SimpleBench)not reported81.8% ↗——
SWE-Atlas Codebase QnAnot reported59.4% ↗——
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 Hy4 preview minus Muse Spark 1.3 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

SpecHy4 previewMuse Spark 1.3Edge
Context window1M tokens1.0M tokensMuse Spark 1.3
Max output64K tokens——
Input price / 1M$0.834 ↗$1.25 ↗Hy4 preview
Output price / 1M$2.5 ↗$4.25 ↗Hy4 preview
Cached input / 1M$0.042 ↗$0.15 ↗Hy4 preview
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$3.34$5.5Hy4 preview
Modalitiestexttext · vision · videoMuse Spark 1.3
Released2026-08-282026-09-02—
Cited benchmark scores1829—
Reliability

Provider status

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