Compare Models
Select models (max 5)
Gemini 3.5 FlashHy4 Preview
 |  |  |
|---|---|---|
| Vals IndexGDP-weighted benchmark | 44.79%±1.10 | 49.94%±1.15 |
| Legal Research BenchAgentic US legal research | 30.77%±3.21 | 45.19%±3.46 |
| Finance Agent (v2)Core financial analyst tasks | 57.86%±0.23 | 55.06%±0.31 |
| Tax Agent BenchAgentic US corporate tax research | 53.53%±3.30 | 63.71%±3.26 |
| MedCodeMedical billing code support | 55.83%±2.11 | 43.25%±2.13 |
| Terminal-Bench ScienceExpert-authored scientific research workflows | 5.71%±2.79 | 1.43%±1.43 |
| Code MigrationRewriting programs in new languages | 26.75%±4.10 | 47.43%±4.27 |
| Terminal-Bench 4.0Frontier-difficulty terminal tasks | 6.06%±1.51 | 8.08%±1.34 |
| Vibe Code Bench v1.1Building web apps from scratch | 48.68%±4.73 | 77.48%±4.04 |
Benchmarks
Vals Index *
Gemini 3.5 Flash
0.00%± 1.10
(43/43)Hy4 Preview
0.00%± 1.15
(43/43)Legal Research Bench *
Gemini 3.5 Flash
0.00%± 3.21
(73/73)Hy4 Preview
0.00%± 3.46
(73/73)Finance Agent (v2) *
Gemini 3.5 Flash
0.00%± 0.23
(74/74)Hy4 Preview
0.00%± 0.31
(74/74)Tax Agent Bench *
Gemini 3.5 Flash
0.00%± 3.30
(65/65)Hy4 Preview
0.00%± 3.26
(65/65)MedCode *
Gemini 3.5 Flash
0.00%± 2.11
(104/104)Hy4 Preview
0.00%± 2.13
(104/104)Terminal-Bench Science
Gemini 3.5 Flash
0.00%± 2.79
(38/38)Hy4 Preview
0.00%± 1.43
(38/38)Code Migration *
Gemini 3.5 Flash
0.00%± 4.10
(73/73)Hy4 Preview
0.00%± 4.27
(73/73)Terminal-Bench 4.0
Gemini 3.5 Flash
0.00%± 1.51
(43/43)Hy4 Preview
0.00%± 1.34
(43/43)Vibe Code Bench v1.1 *
Gemini 3.5 Flash
0.00%± 4.73
(108/108)Hy4 Preview
0.00%± 4.04
(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
38.96%
vs.46.04%
Finance
63.48%
vs.58.95%
Healthcare
66.20%
vs.63.42%
Math
31.00%
vs.75.00%
Science
5.71%
vs.35.34%
Academic
90.15%
vs.N/A
Education
49.88%
vs.N/A
Coding
42.95%
vs.38.47%
Cyber
N/A
vs.33.82%
Social Mobility
59.47%
vs.68.61%
Cost Analysis
Per task and per token model pricing.
Vals Index · USD
$3.297
$1.439
Cost / TestVals Index
$3.297
vs.$1.439
Input Cost/ 1M Tokens
$1.50
vs.$0.834
Input Cache Read/ 1M Tokens
$0.15
vs.$0.042
Output Cost/ 1M Tokens
$9.00
vs.$2.501
Model Metadata
Basic information about each model.
| | |
|---|---|---|
| Model provider | Google | Openrouter |
| Latency | 1097.11s | 3656.53s |
| Cost (In/Out) | $1.5 / $9 | $0.834 / $2.501 |
| Context Window | 1M | 1M |
| Max Output Token | 66k | 64k |
| Input Modality |