Model comparison

Muse Spark 1.3 vs Qwen3 Coder Next

Muse Spark 1.3 is the stronger model overall, scoring 54.8 to 34.3 on the Noometry Index. Qwen3 Coder Next costs 6.9× less per token, which makes it the better buy when Muse Spark 1.3's lead doesn't matter for your workload.

Last verified . 2 shared benchmarks.

Muse Spark 1.3 Meta

54.8

Rank #27 Confirmed

Qwen3 Coder Next Alibaba (Qwen)

34.3

Rank #232 Reported

Summary

  • They share 2 benchmarks with published results for both. Muse Spark 1.3 scores higher in 2 categories and Qwen3 Coder Next in 0 categories; 2 gaps are clear of the uncertainty.
  • The widest gap is in reasoning, where Muse Spark 1.3 leads 54.0 to 22.4.
  • The biggest single-benchmark swing is SciCode: 59.7% for Muse Spark 1.3 and 32.3% for Qwen3 Coder Next.
  • Qwen3 Coder Next is cheaper at $0.12 / $0.80 per million input/output tokens, against $1.25 / $4.25 for Muse Spark 1.3.
  • Muse Spark 1.3 accepts more context: 1.05M tokens versus 262K.
  • Qwen3 Coder Next has downloadable open weights; the other is API-only.

Side by side

Muse Spark 1.3 and Qwen3 Coder Next specifications
Muse Spark 1.3Qwen3 Coder Next
ProviderMetaAlibaba (Qwen)
Noometry Index54.834.3
Released2026-09-022026-02-02
WeightsProprietaryOpen
Context window1.05M262K
Max output131K66K
Input $ / M tokens$1.25$0.12
Output $ / M tokens$4.25$0.80
Results tracked373

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Category by category

Coding Muse Spark 1.3 leads

Muse Spark 1.3: 56.6 (#21), Qwen3 Coder Next: 36.3 (#210)

Coding benchmarks
BenchmarkMuse Spark 1.3Qwen3 Coder Next
SciCode59.7%32.3%
CursorBench41.6%—
LMArena WebDev1657—
WeirdML—34.4%
LMArena Coding1514—

Agentic & Tool Use Not comparable

Muse Spark 1.3: 38.6 (#30), Qwen3 Coder Next: —

Agentic & Tool Use benchmarks
BenchmarkMuse Spark 1.3Qwen3 Coder Next
APEX-Agents57.8%—
GDP.pdf27.6%—

Reasoning Muse Spark 1.3 leads

Muse Spark 1.3: 54.0 (#27), Qwen3 Coder Next: 22.4 (#196)

Reasoning benchmarks
BenchmarkMuse Spark 1.3Qwen3 Coder Next
CritPt26%0%
NYT Connections (extended)85.1%—
Chess Puzzles38%—
LMArena Hard Prompts1503—
Mystery Game Puzzles25%—
DTBench96.5%—
LMCA53.9%—
Bench to the Future 30.14—
Epoch Capabilities Index156.75—

Math Not comparable

Muse Spark 1.3: 73.1 (#21), Qwen3 Coder Next: —

Math benchmarks
BenchmarkMuse Spark 1.3Qwen3 Coder Next
FrontierMath (Tiers 1-3)74.4%—
FrontierMath Tier 446.3%—
OTIS Mock AIME 2024-202599.2%—
ProofBench58%—
LMArena Math1494—

Knowledge Not comparable

Muse Spark 1.3: 42.6 (#95), Qwen3 Coder Next: —

Knowledge benchmarks
BenchmarkMuse Spark 1.3Qwen3 Coder Next
LMArena Expert1516—

Multimodal Not comparable

Muse Spark 1.3: 43.7 (#22), Qwen3 Coder Next: —

Multimodal benchmarks
BenchmarkMuse Spark 1.3Qwen3 Coder Next
LMArena Vision1309—
LMArena Document1471—

Multilingual Not comparable

Muse Spark 1.3: 57.4 (#8), Qwen3 Coder Next: —

Multilingual benchmarks
BenchmarkMuse Spark 1.3Qwen3 Coder Next
LMArena Non-English1481—
LMArena Chinese1529—
LMArena French1524—
LMArena German1515—
LMArena Japanese1474—
LMArena Korean1501—
LMArena Russian1490—
LMArena Spanish1490—

Instruction Following Not comparable

Muse Spark 1.3: 77.5 (#22), Qwen3 Coder Next: —

Instruction Following benchmarks
BenchmarkMuse Spark 1.3Qwen3 Coder Next
LMArena Instruction Following1477—

Long Context Not comparable

Muse Spark 1.3: 45.6 (#32), Qwen3 Coder Next: —

Long Context benchmarks
BenchmarkMuse Spark 1.3Qwen3 Coder Next
LMArena Longer Query1488—

Writing & Preference Not comparable

Muse Spark 1.3: 73.6 (#9), Qwen3 Coder Next: —

Writing & Preference benchmarks
BenchmarkMuse Spark 1.3Qwen3 Coder Next
LMArena Text1490—
LMArena Creative Writing1455—
EQ-Bench Creative Writing1906—
LMArena Multi-Turn1482—

Frequently asked questions

Is Muse Spark 1.3 better than Qwen3 Coder Next?

Muse Spark 1.3 is the stronger model overall, scoring 54.8 to 34.3 on the Noometry Index. Qwen3 Coder Next costs 6.9× less per token, which makes it the better buy when Muse Spark 1.3's lead doesn't matter for your workload.

Which is cheaper, Muse Spark 1.3 or Qwen3 Coder Next?

Qwen3 Coder Next is cheaper. It lists at $0.12 per million input tokens and $0.80 per million output tokens; Muse Spark 1.3 lists at $1.25 and $4.25.

Is Muse Spark 1.3 or Qwen3 Coder Next better for coding?

Muse Spark 1.3 scores higher on coding benchmarks: 56.6 versus 36.3 in the Noometry coding category.

Which has the bigger context window?

Muse Spark 1.3 does, with 1.05M tokens against 262K.

How many benchmarks do Muse Spark 1.3 and Qwen3 Coder Next share?

2 benchmarks have published results for both models. Muse Spark 1.3 has 37 scored results on Noometry and Qwen3 Coder Next has 3.

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