Compare Models
Select models (max 7)
Muse Spark 1.2Hy4
 |  |  |
|---|---|---|
| Vals IndexGDP-weighted benchmark | N/A | 59.35%±1.08 |
| Legal Research BenchAgentic US legal research | 43.75%±3.45 | 41.35%±3.42 |
| Finance Agent v2.1Core financial analyst tasks | N/A | 64.70%±2.05 |
| Tax Agent BenchAgentic US corporate tax research | 32.80%±2.75 | 34.40%±3.30 |
| MedCodeMedical billing code support | 49.35%±2.19 | N/A |
| Terminal-Bench 4.0Frontier-difficulty terminal tasks | 6.06%±1.51 | 39.39%±0.88 |
| Vibe Code Bench v1.1Building web apps from scratch | 79.10%±3.31 | 81.01%±3.55 |
Benchmarks
Vals Index *
Muse Spark 1.2
N/AHy4
0.00%± 1.08
(33/33)Legal Research Bench *
Muse Spark 1.2
0.00%± 3.45
(90/90)Hy4
0.00%± 3.42
(90/90)Finance Agent v2.1 *
Muse Spark 1.2
N/AHy4
0.00%± 2.05
(36/36)Tax Agent Bench *
Muse Spark 1.2
0.00%± 2.75
(81/81)Hy4
0.00%± 3.30
(81/81)MedCode *
Muse Spark 1.2
0.00%± 2.19
(107/107)Hy4
N/ATerminal-Bench 4.0
Muse Spark 1.2
0.00%± 1.51
(60/60)Hy4
0.00%± 0.88
(60/60)Vibe Code Bench v1.1 *
Muse Spark 1.2
0.00%± 3.31
(124/124)Hy4
0.00%± 3.55
(124/124)Overall performance
Performance on the Vals Index, a GDP-weighted aggregation of tasks across finance, coding, legal, and tax
•2026-11-04
Comparison by Industry
Model performance on different sections of the economy.
Legal
65.18%
vs.26.92%
Finance
59.53%
vs.55.09%
Healthcare
69.70%
vs.N/A
Math
43.00%
vs.N/A
Science
64.81%
vs.N/A
Academic
87.20%
vs.N/A
Coding
41.18%
vs.60.20%
Cyber
34.76%
vs.N/A
Social Mobility
68.47%
vs.N/A
Cost Analysis
Per task and per token model pricing.
Vals Index · USD
N/A
$1.72
Cost / TestVals Index
N/A
vs.$1.72
Input Cost/ 1M Tokens
$1.25
vs.$0.834
Input Cache Read/ 1M Tokens
$0.15
vs.$0.042
Output Cost/ 1M Tokens
$4.25
vs.$2.501
Model Metadata
Basic information about each model.
| | |
|---|---|---|
| Model provider | Meta | Openrouter |
| Latency | N/A | 3091.47s |
| Cost (In/Out) | $1.25 / $4.25 | $0.834 / $2.501 |
| Context Window | 1M | 1M |
| Max Output Token | 131k | 66k |
| Input Modality |