Compare Models
Select models (max 5)
Grok 4.6Muse Spark 1.2
 |  |  |
|---|---|---|
| Vals IndexGDP-weighted benchmark | 52.09%±1.15 | 49.29%±1.10 |
| Legal Research BenchAgentic US legal research | 48.08%±3.47 | 43.75%±3.45 |
| Finance Agent (v2)Core financial analyst tasks | 53.68%±0.67 | 60.60%±0.28 |
| Tax Agent BenchAgentic US corporate tax research | 70.79%±3.00 | 56.86%±2.32 |
| MedCodeMedical billing code support | 44.71%±2.26 | 49.35%±2.19 |
| Terminal-Bench ScienceExpert-authored scientific research workflows | 11.43%±3.83 | N/A |
| Code MigrationRewriting programs in new languages | 44.57%±4.48 | 29.95%±4.02 |
| Terminal-Bench 4.0Frontier-difficulty terminal tasks | 17.17%±1.34 | 6.06%±1.51 |
| Vibe Code Bench v1.1Building web apps from scratch | 76.24%±3.82 | 79.10%±3.31 |
Benchmarks
Vals Index *
Grok 4.6
0.00%± 1.15
(43/43)Muse Spark 1.2
0.00%± 1.10
(43/43)Legal Research Bench *
Grok 4.6
0.00%± 3.47
(73/73)Muse Spark 1.2
0.00%± 3.45
(73/73)Finance Agent (v2) *
Grok 4.6
0.00%± 0.67
(74/74)Muse Spark 1.2
0.00%± 0.28
(74/74)Tax Agent Bench *
Grok 4.6
0.00%± 3.00
(65/65)Muse Spark 1.2
0.00%± 2.32
(65/65)MedCode *
Grok 4.6
0.00%± 2.26
(104/104)Muse Spark 1.2
0.00%± 2.19
(104/104)Terminal-Bench Science
Grok 4.6
0.00%± 3.83
(38/38)Muse Spark 1.2
N/ACode Migration *
Grok 4.6
0.00%± 4.48
(73/73)Muse Spark 1.2
0.00%± 4.02
(73/73)Terminal-Bench 4.0
Grok 4.6
0.00%± 1.34
(43/43)Muse Spark 1.2
0.00%± 1.51
(43/43)Vibe Code Bench v1.1 *
Grok 4.6
0.00%± 3.82
(108/108)Muse Spark 1.2
0.00%± 3.31
(108/108)Overall performance
Performance on the Vals Index, a GDP-weighted aggregation of tasks across finance, coding, and law
•2026-10-02
Comparison by Industry
Model performance on different sections of the economy.
Legal
50.07%
vs.51.48%
Finance
64.50%
vs.64.05%
Healthcare
65.62%
vs.69.70%
Math
51.00%
vs.43.00%
Science
38.09%
vs.64.81%
Academic
92.05%
vs.87.20%
Education
28.90%
vs.47.66%
Coding
48.99%
vs.39.58%
Cyber
67.68%
vs.69.52%
Social Mobility
66.85%
vs.68.47%
Cost Analysis
Per task and per token model pricing.
Vals Index · USD
$4.493
$1.942
Cost / TestVals Index
$4.493
vs.$1.942
Input Cost/ 1M Tokens
$2.00
vs.$1.25
Input Cache Read/ 1M Tokens
$0.50
vs.$0.15
Output Cost/ 1M Tokens
$6.00
vs.$4.25
Model Metadata
Basic information about each model.
| | |
|---|---|---|
| Model provider | SpaceXAI | Meta |
| Latency | 2221.07s | 1376.30s |
| Cost (In/Out) | $2 / $6 | $1.25 / $4.25 |
| Context Window | 500k | 1M |
| Max Output Token | 500k | 131k |
| Input Modality |