SimpleQA Verified ↗57.79%
Muse Spark 1.1 · SimpleQA Verified · Best score (across scorers) · % ↗
Meta / MODEL EVIDENCE
Muse Spark 1.1
43 benchmarks · 47 observations · 44 sources · released 2026-07-09
Scores at a glance
43 benchmarks · large dot: Muse Spark 1.1; small dots: closest models where reported
Muse Spark 1.1 (xhigh) · Chess Puzzles · Best score (across scorers) · % ↗
Muse Spark 1.1 · APEX-Agents · Pass@1 score · % ↗
GBAEval ↗7.92%
Muse Spark 1.1 · GBAEval · Overall score · % ↗
CritPt ↗15.1%
Muse Spark 1.1 · CritPt · Accuracy · % ↗
1 more reported result
15.14% · Muse Spark 1.1 (xhigh) · CritPt · Accuracy · % · Epoch AI · CritPt ↗
Muse Spark 1.1 (high) · Surface Evolver Bench · Mean score · % ↗
DeepSWE v1.1 ↗53.32%
Muse Spark 1.1 · DeepSWE · Pass@1 · % ↗
ProofBench ↗39%
Muse Spark 1.1 · ProofBench · Accuracy · % ↗
LMCA ↗49.91%
Muse Spark 1.1 (high) · LMCA · Score · % ↗
DTBench ↗94.4%
Muse Spark 1.1 (high) · DTBench · Accuracy · % ↗
GDP.pdf ↗15%
Muse Spark 1.1 · GDP.pdf · GDP.pdf score · % ↗
1 more reported result
15% · Muse Spark 1.1 (medium) · GDP.pdf · GDP.pdf score · % · Epoch AI · GDP.pdf ↗
SciCode ↗58.8%
Muse Spark 1.1 · SciCode · Score · % ↗
1 more reported result
58.8% · Muse Spark 1.1 (xhigh) · SciCode · Score · % · Epoch AI · SciCode ↗
Text Arena (Coding) ↗1541.55 Elo
Muse Spark 1.1 · WebDev Arena · Elo ↗
Epoch Capabilities Index (ECI) ↗154.05 ECI
Muse Spark 1.1 · General ECI · 26 October 2026 fit ↗
Vals Multimodal Index ↗66.74 %
Muse Spark 1.1 · Vals Multimodal Index · Accuracy ↗
Legal Research Bench ↗37.98 %
Muse Spark 1.1 · Legal Research Bench · All-Pass ↗
LegalBench ↗84.98 %
Muse Spark 1.1 · LegalBench · Accuracy ↗
Muse Spark 1.1 · Harvey's Legal Agent Benchmark v1 · Accuracy ↗
Vals Finance Agent v2 ↗57.21 %
Muse Spark 1.1 · Finance Agent v2 · Accuracy ↗
Muse Spark 1.1 · Excel Modeling Benchmark v1 · Accuracy ↗
CorpFin v2 ↗71.29 %
Muse Spark 1.1 · CorpFin · Accuracy ↗
MortgageTax & TaxEval v2 ↗66.14 %
Muse Spark 1.1 · MortgageTax · Accuracy ↗
1 more reported result
79.72 % · Muse Spark 1.1 · TaxEval · Accuracy · Vals AI · TaxEval ↗
MedScribe ↗88.89 %
Muse Spark 1.1 · MedScribe · Accuracy ↗
GPQA Diamond ↗91.16 %
Muse Spark 1.1 · GPQA Diamond · Accuracy ↗
MMLU-Pro ↗88.73 %
Muse Spark 1.1 · MMLU Pro · Accuracy ↗
MMMU-Pro ↗86.59 %
Muse Spark 1.1 · MMMU Pro · Accuracy ↗
Muse Spark 1.1 · SAGE · Accuracy ↗
Vibe Code Bench ↗72.16 %
Muse Spark 1.1 (OpenHands) · Vibe Code Bench · original task set ↗
Muse Spark 1.1 · ProgramBench · Accuracy ↗
SkillsBench ↗59.19 %
Muse Spark 1.1 (OpenHands) · SkillsBench · Score ↗
Code Migration v1.1 ↗31.11 %
Muse Spark 1.1 · Code Migration v1 · Accuracy ↗
Muse Spark 1.1 (Mini-SWE-agent) · SWE-bench Verified · Score ↗
LiveCodeBench ↗85.91 %
Muse Spark 1.1 · LiveCodeBench · Accuracy ↗
Muse Spark 1.1 · Time Horizon Index: KSP · Overall ↗
Muse Spark 1.1 · Public Benefits Bench · Accuracy ↗
Muse Spark 1.1 (Mini-SWE-Agent) xHigh · SWE Atlas - Test Writing · Score ↗
Muse Spark 1.1 (Mini-SWE-Agent) xHigh · Scale Labs · Score ↗
MCP Atlas ↗88.10%
Muse Spark 1.1 · Scale Labs · Score ↗
Muse Spark 1.1 · Scale Labs · Score ↗
Muse Spark 1.1 · Scale Labs · Score ↗
Muse Spark 1.1 · Scale Labs · large ↗
Fortress ↗12.40%
Muse Spark 1.1 · Scale Labs · Risk elicitation score ↗
Vending-Bench 2 ↗6520.475 USD
Muse Spark 1.1 · End-of-year balance ↗
Closest models by score
Similar positions on shared benchmark leaderboards. Smaller gaps are closer.
Grok 4.5 →xAI
19 of 30 shared benchmark comparisons
Claude Opus 4.7 →Anthropic
18 of 30 shared benchmark comparisons
Gemini 3.6 Flash →Google
19 of 30 shared benchmark comparisons
How similarity is measured
Mean absolute gap in percentile positions on shared benchmark settings; lower is closer. At least 60% overlap is required, with a minimum of three when available. Independent evaluations are used when there are at least three; otherwise published report comparisons are used. Repeated model observations within one setting are averaged before ranking. Writing-style traits and composite indices are excluded. This describes similarity, not an overall quality ranking.
Sources
Every plotted observation links to its evaluation. Reported configurations, benchmark versions and task subsets can differ; similarity describes shared scores, not training lift.
- Arena leaderboard — WebDev evaluation ↗
- SciCode Benchmark | Artificial Analysis ↗
- DTBench — Conceptual Reasoning Index ↗
- LMCA — Conceptual Reasoning Index ↗
- DeepSWE ↗
- APEX-Agents ↗
- Chess Puzzles ↗
- CritPt v1 ↗
- SimpleQA Verified ↗
- Vending Bench 2 — methodology and published results ↗
- AI benchmarks & capabilities ↗
- Muse Spark 1.1 — GBA Eval ↗
- Scale Labs — evaluation methodology and results ↗
- Scale Labs — evaluation methodology and results ↗
- Scale Labs — evaluation methodology and results ↗
- Scale Labs — evaluation methodology and results ↗
- Scale Labs — evaluation methodology and results ↗
- Scale Labs — evaluation methodology and results ↗
- SWE Atlas - Test Writing — evaluation methodology and results ↗
- GDP.pdf Benchmark | Surge AI ↗
- Code Migration v1 — evaluation methodology and results ↗
- CorpFin — evaluation methodology and results ↗
- Excel Modeling Benchmark v1 — evaluation methodology and results ↗
- Finance Agent v2 — evaluation methodology and results ↗
- GPQA Diamond — evaluation methodology and results ↗
- Harvey's Legal Agent Benchmark v1 — evaluation methodology and results ↗
- LiveCodeBench — evaluation methodology and results ↗
- LegalBench — evaluation methodology and results ↗
- Legal Research Bench — evaluation methodology and results ↗
- MedScribe — evaluation methodology and results ↗
- MMLU Pro — evaluation methodology and results ↗
- MMMU Pro — evaluation methodology and results ↗
- MortgageTax — evaluation methodology and results ↗
- ProgramBench — evaluation methodology and results ↗
- ProofBench — evaluation methodology and results ↗
- Public Benefits Bench — evaluation methodology and results ↗
- SAGE — evaluation methodology and results ↗
- SkillsBench — evaluation methodology and results ↗
- SWE-bench Verified — evaluation methodology and results ↗
- TaxEval — evaluation methodology and results ↗
- Time Horizon Index: KSP — evaluation methodology and results ↗
- Vals Multimodal Index — evaluation methodology and results ↗
- Vibe Code Bench — evaluation methodology and results ↗
- Surface Evolver Bench ↗
Names used in source tables
Muse Spark 1.1 · Muse Spark 1.1 (Mini-SWE-Agent) xHigh · Muse Spark 1.1 (Mini-SWE-agent) · Muse Spark 1.1 (OpenHands) · Muse Spark 1.1 (high) · Muse Spark 1.1 (medium) · Muse Spark 1.1 (xhigh)