How do Muse Spark 1.2 and Kimi K2.7 compare on coding benchmarks?

The comparison table shows SWE-bench, SWE-Pro, SWE-Atlas, Terminal-Bench, DeepSWE, and coding agent index scores for both Muse Spark 1.2 and Kimi K2.7 when publicly disclosed.

LLM Comparison

Muse Spark 1.2 vs Kimi K2.7: benchmark scores, pricing & comparison.

Q: Which is better: Muse Spark 1.2 or Kimi K2.7?

AskClash compares Muse Spark 1.2 and Kimi K2.7 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 Muse Spark 1.2 vs Kimi K2.7 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 Muse Spark 1.2 model page Kimi K2.7 model page

Rank #31 vs #52AskClash overall scores 56.3 vs 44.8.

Pricing $1.25/$4.25 vs $0.95/$4.00Input and output token prices per 1M tokens when published.

Proprietary vs Open WeightMeta vs Moonshot AI.

Muse Spark 1.2 vs Kimi K2.7 benchmark comparison

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

Metric	Muse Spark 1.2	Kimi K2.7
Overall Score	56.3	44.8
Leaderboard Rank	#31	#52
ACB	54.8	43.0
RWT	7.5	7.5
HLE	45.5	35.0
GPQA	90.4	89.6
IFEval	—	63.1
Terminal-Bench	—	44.7
DeepSWE	59.0	30.5
GDPval-AA	1523.3	1114.5
MCP Atlas	82.2	76.0
Finance Agent	60.6	—
Tau2	—	90.1
Input Price (per 1M tokens)	$1.25	$0.95
Output Price (per 1M tokens)	$4.25	$4.00
Context Window	1M	256K
Benchmarks Published	8	10

Muse Spark 1.2 vs Kimi K2.7 head-to-head charts

Muse Spark 1.2 leads 7 and Kimi K2.7 leads 0 of 8 shared benchmarks. Kimi K2.7 is cheaper on a defined 1M-input / 200K-output workload. Charts show only benchmarks both models publish.

Muse Spark 1.2Kimi K2.7

Overall

56.3Muse Spark 1.2

44.8Kimi K2.7

ACB

54.8Muse Spark 1.2

43.0Kimi K2.7

RWT

7.5Muse Spark 1.2

7.5Kimi K2.7

HLE

45.5Muse Spark 1.2

35.0Kimi K2.7

GPQA

90.4Muse Spark 1.2

89.6Kimi K2.7

DeepSWE

59.0Muse Spark 1.2

30.5Kimi K2.7

GDPval-AA

1523.3Muse Spark 1.2

1114.5Kimi K2.7

MCP Atlas

82.2Muse Spark 1.2

76.0Kimi K2.7

Muse Spark 1.2

Input$1.25

Output$4.25

Workload$2.10

Context1M

Kimi K2.7

Input$0.95

Output$4.00

Workload$1.75

Context256K

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

More Muse Spark 1.2 and Kimi K2.7 comparisons

Explore how Muse Spark 1.2 and Kimi K2.7 stack up against other top-ranked LLMs.

Claude Fable 5.1 vs Muse Spark 1.2 Claude Fable 5.1 vs Kimi K2.7 Claude Fable 5 vs Muse Spark 1.2 Claude Fable 5 vs Kimi K2.7 Claude Opus 5 vs Muse Spark 1.2 Claude Opus 5 vs Kimi K2.7 GPT-5.6 Sol vs Muse Spark 1.2 GPT-5.6 Sol vs Kimi K2.7 Qwen3.8 Max vs Muse Spark 1.2 Qwen3.8 Max vs Kimi K2.7

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.