Model comparison

Muse Spark 1.2 vs Qwen-7B

Muse Spark 1.2 has enough public results to be ranked (#48); Qwen-7B does not yet, so treat this comparison as directional.

Last verified . 1 shared benchmarks.

Muse Spark 1.2 Meta

50.3

Rank #48 Confirmed

Summary

  • They share 1 benchmark with published results for both.
  • Qwen-7B has downloadable open weights; the other is API-only.

Side by side

Muse Spark 1.2 and Qwen-7B specifications
Muse Spark 1.2Qwen-7B
ProviderMetaAlibaba (Qwen)
Noometry Index50.3—
Released2026-08-052023-09-28
WeightsProprietaryOpen
Context window1.05M—
Max output131K—
Input $ / M tokens$1.25—
Output $ / M tokens$4.25—
Results tracked318

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Category by category

Coding Not comparable

Muse Spark 1.2: 49.2 (#51), Qwen-7B: —

Coding benchmarks
BenchmarkMuse Spark 1.2Qwen-7B
DeepSWE54.9%—
LMArena WebDev1533—
FrontierSWE12%—
SciCode56.4%—
WeirdML60.3%—
LMArena Coding1495—

Agentic & Tool Use Not comparable

Muse Spark 1.2: 29.4 (#87), Qwen-7B: —

Agentic & Tool Use benchmarks
BenchmarkMuse Spark 1.2Qwen-7B
APEX-Agents36.4%—
GDP.pdf16%—

Reasoning Not comparable

Muse Spark 1.2: 51.3 (#34), Qwen-7B: —

Reasoning benchmarks
BenchmarkMuse Spark 1.2Qwen-7B
Epoch Capabilities Index154.87106.83
SimpleBench74.5%—
NYT Connections (extended)79.2%—
CritPt17.7%—
LMArena Hard Prompts1486—
DTBench94.7%—
LMCA48.4%—
BIG-Bench Hard—45%
LAMBADA—67.9%
PIQA—77.9%

Math Not comparable

Muse Spark 1.2: 46.4 (#70), Qwen-7B: —

Math benchmarks
BenchmarkMuse Spark 1.2Qwen-7B
ProofBench43%—
LMArena Math1471—
GSM8K—51.7%

Knowledge Not comparable

Muse Spark 1.2: 54.1 (#53), Qwen-7B: —

Knowledge benchmarks
BenchmarkMuse Spark 1.2Qwen-7B
SimpleQA Verified60.3%—
LMArena Expert1480—
ARC (AI2) Challenge—75.3%
BoolQ—76.4%
MMLU—45%

Multimodal Not comparable

Muse Spark 1.2: 43.4 (#25), Qwen-7B: —

Multimodal benchmarks
BenchmarkMuse Spark 1.2Qwen-7B
LMArena Vision1305—

Multilingual Not comparable

Muse Spark 1.2: 57.1 (#11), Qwen-7B: —

Multilingual benchmarks
BenchmarkMuse Spark 1.2Qwen-7B
LMArena Non-English1478—
LMArena Chinese1511—
LMArena French1513—
LMArena Russian1487—
LMArena Spanish1498—

Instruction Following Not comparable

Muse Spark 1.2: 76.7 (#36), Qwen-7B: —

Instruction Following benchmarks
BenchmarkMuse Spark 1.2Qwen-7B
LMArena Instruction Following1461—

Long Context Not comparable

Muse Spark 1.2: 45.2 (#48), Qwen-7B: —

Long Context benchmarks
BenchmarkMuse Spark 1.2Qwen-7B
LMArena Longer Query1475—

Writing & Preference Not comparable

Muse Spark 1.2: 72.3 (#14), Qwen-7B: —

Writing & Preference benchmarks
BenchmarkMuse Spark 1.2Qwen-7B
LMArena Text1482—
LMArena Creative Writing1449—
EQ-Bench Creative Writing1840—
LMArena Multi-Turn1494—

Frequently asked questions

Is Muse Spark 1.2 better than Qwen-7B?

Muse Spark 1.2 has enough public results to be ranked (#48); Qwen-7B does not yet, so treat this comparison as directional.

How many benchmarks do Muse Spark 1.2 and Qwen-7B share?

1 benchmark has published results for both models. Muse Spark 1.2 has 31 scored results on Noometry and Qwen-7B has 8.

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