Compare Models
Select models (max 5)
Muse Spark 1.3GPT-5.6 Terra
| Vals IndexGDP-weighted benchmark | 53.20%±1.07 | 53.09%±1.29 |
| Legal Research BenchAgentic US legal research | 40.87%±3.42 | 41.35%±3.42 |
| Finance Agent (v2)Core financial analyst tasks | 58.90%±0.44 | 54.44%±2.07 |
| Tax Agent BenchAgentic US corporate tax research | 71.93%±2.92 | 65.20%±3.19 |
| MedCodeMedical billing code support | N/A | 43.41%±2.17 |
| Terminal-Bench ScienceExpert-authored scientific research workflows | 4.29%±2.44 | 10.00%±3.61 |
| Code MigrationRewriting programs in new languages | 27.58%±4.07 | 47.80%±4.28 |
| Terminal-Bench 4.0Frontier-difficulty terminal tasks | 10.61%±1.75 | 22.73%±2.31 |
| Vibe Code Bench v1.1Building web apps from scratch | 82.86%±2.90 | 74.59%±4.20 |
Benchmarks
Vals Index *
Muse Spark 1.3
0.00%± 1.07
(43/43)GPT-5.6 Terra
0.00%± 1.29
(43/43)Legal Research Bench *
Muse Spark 1.3
0.00%± 3.42
(73/73)GPT-5.6 Terra
0.00%± 3.42
(73/73)Finance Agent (v2) *
Muse Spark 1.3
0.00%± 0.44
(74/74)GPT-5.6 Terra
0.00%± 2.07
(74/74)Tax Agent Bench *
Muse Spark 1.3
0.00%± 2.92
(65/65)GPT-5.6 Terra
0.00%± 3.19
(65/65)MedCode *
Muse Spark 1.3
N/AGPT-5.6 Terra
0.00%± 2.17
(104/104)Terminal-Bench Science
Muse Spark 1.3
0.00%± 2.44
(38/38)GPT-5.6 Terra
0.00%± 3.61
(38/38)Code Migration *
Muse Spark 1.3
0.00%± 4.07
(73/73)GPT-5.6 Terra
0.00%± 4.28
(73/73)Terminal-Bench 4.0
Muse Spark 1.3
0.00%± 1.75
(43/43)GPT-5.6 Terra
0.00%± 2.31
(43/43)Vibe Code Bench v1.1 *
Muse Spark 1.3
0.00%± 2.90
(108/108)GPT-5.6 Terra
0.00%± 4.20
(108/108)Overall performance
Performance on the Vals Index, a GDP-weighted aggregation of tasks across finance, coding, and law
Comparison by Industry
Model performance on different sections of the economy.
Legal
31.89%
vs.42.43%
Finance
64.52%
vs.65.87%
Healthcare
N/A
vs.63.14%
Math
55.00%
vs.74.00%
Science
4.29%
vs.10.00%
Academic
N/A
vs.88.01%
Education
N/A
vs.47.00%
Coding
33.10%
vs.54.25%
Cyber
69.41%
vs.72.08%
Social Mobility
N/A
vs.62.38%
Cost Analysis
Per task and per token model pricing.
Vals Index · USD
$3.376
$5.776
Cost / TestVals Index
$3.376
vs.$5.776
Input Cost/ 1M Tokens
$1.25
vs.$2.00
Input Cache Write/ 1M Tokens
N/A
vs.$2.50
Input Cache Read/ 1M Tokens
$0.15
vs.$0.20
Output Cost/ 1M Tokens
$4.25
vs.$12.00
Model Metadata
Basic information about each model.
| Model provider | ||
| Latency | 1962.38s | 2138.85s |
| Cost (In/Out) | $1.25 / $4.25 | $2 / $12 |
| Context Window | 1M | 1M |
| Max Output Token | 131k | 128k |
| Input Modality |