How do Grok 4.7 and Muse Spark 1.2 compare on coding benchmarks?

The comparison table shows SWE-bench, SWE-Pro, SWE-Atlas, Terminal-Bench, DeepSWE, and coding agent index scores for both Grok 4.7 and Muse Spark 1.2 when publicly disclosed.

LLM Comparison

Grok 4.7 vs Muse Spark 1.2: benchmark scores, pricing & comparison.

Q: Which is better: Grok 4.7 or Muse Spark 1.2?

AskClash compares Grok 4.7 and Muse Spark 1.2 side by side across SWE-bench, GPQA, HLE, Terminal-Bench, coding agent scores, token pricing, AskClash ACB, and context window so you can see which model wins on each benchmark.

Side-by-side Grok 4.7 vs Muse Spark 1.2 comparison across SWE-bench, GPQA, HLE, Terminal-Bench, coding agent scores, token pricing, context window, and AskClash RWT. Green marks the winner on each benchmark.

Open live leaderboard Grok 4.7 model page Muse Spark 1.2 model page

Rank #21 vs #32AskClash overall scores 61.7 vs 56.2.

Pricing $2.00/$6.00 vs $1.25/$4.25Input and output token prices per 1M tokens when published.

Proprietary vs ProprietaryxAI vs Meta.

Grok 4.7 vs Muse Spark 1.2 benchmark comparison

Green cells highlight the winning model for each metric. Scores are cached from the AskClash LLM leaderboard snapshot.

Metric	Grok 4.7	Muse Spark 1.2
Overall Score	61.7	56.2
Leaderboard Rank	#21	#32
ACB	66.4	54.8
RWT	—	7.5
Coding Agent Index	56.0	—
HLE	43.1	45.5
GPQA	—	90.4
SWE-Atlas	63.0	—
Terminal-Bench	76.0	—
DeepSWE	73.0	59.0
GDPval-AA	1695.2	1481.6
MCP Atlas	—	82.2
Finance Agent	49.2	60.6
Input Price (per 1M tokens)	$2.00	$1.25
Output Price (per 1M tokens)	$6.00	$4.25
Context Window	500K	1M
Benchmarks Published	9	8

Grok 4.7 vs Muse Spark 1.2 head-to-head charts

Grok 4.7 leads 4 and Muse Spark 1.2 leads 2 of 6 shared benchmarks. Muse Spark 1.2 is cheaper on a defined 1M-input / 200K-output workload. Charts show only benchmarks both models publish.

Grok 4.7Muse Spark 1.2

Overall

61.7Grok 4.7

56.2Muse Spark 1.2

ACB

66.4Grok 4.7

54.8Muse Spark 1.2

HLE

43.1Grok 4.7

45.5Muse Spark 1.2

DeepSWE

73.0Grok 4.7

59.0Muse Spark 1.2

GDPval-AA

1695.2Grok 4.7

1481.6Muse Spark 1.2

Finance Agent

49.2Grok 4.7

60.6Muse Spark 1.2

Grok 4.7

Input$2.00

Output$6.00

Workload$3.20

Context500K

Muse Spark 1.2

Input$1.25

Output$4.25

Workload$2.10

Context1M

Workload = published cost of 1M input + 200K output tokens. Open the live leaderboard for interactive compare charts.

More Grok 4.7 and Muse Spark 1.2 comparisons

Explore how Grok 4.7 and Muse Spark 1.2 stack up against other top-ranked LLMs.

Claude Fable 5.1 vs Grok 4.7 Claude Fable 5.1 vs Muse Spark 1.2 Claude Fable 5 vs Grok 4.7 Claude Fable 5 vs Muse Spark 1.2 Claude Opus 5 vs Grok 4.7 Claude Opus 5 vs Muse Spark 1.2 GPT-5.6 Sol vs Grok 4.7 GPT-5.6 Sol vs Muse Spark 1.2 Qwen3.8 Max vs Grok 4.7 Qwen3.8 Max vs Muse Spark 1.2

How to read this comparison

Benchmark scores

Higher is better for all benchmark scores (SWE-bench, GPQA, HLE, Terminal-Bench, etc.). Green marks the model with the higher score.

Token pricing

Lower is better for input and output prices. Green marks the cheaper model per 1M tokens.

Coverage matters

Models with fewer disclosed benchmark cells may have inflated percentile scores. Check the benchmark cell count for context.

This comparison page is generated from the AskClash LLM leaderboard cache. Open the live leaderboard for real-time scores and interactive filtering.