Compare Models
Select models (max 5)
Qwen 3.7 PlusGemini 3.5 Flash Lite
 |  |  |
|---|---|---|
| Legal Research BenchAgentic US legal research | 16.35%±2.57 | 13.94%±2.41 |
| Finance Agent (v2)Core financial analyst tasks | 38.22%±1.04 | 47.44%±0.51 |
| Tax Agent BenchAgentic US corporate tax research | 38.71%±2.81 | 37.45%±3.12 |
| MedCodeMedical billing code support | N/A | 43.49%±1.95 |
| Code MigrationRewriting programs in new languages | 12.86%±2.93 | 6.15%±1.71 |
| Vibe Code Bench v1.1Building web apps from scratch | 46.39%±4.61 | 37.16%±4.63 |
Benchmarks
Legal Research Bench *
Qwen 3.7 Plus
0.00%± 2.57
(73/73)Gemini 3.5 Flash Lite
0.00%± 2.41
(73/73)Finance Agent (v2) *
Qwen 3.7 Plus
0.00%± 1.04
(74/74)Gemini 3.5 Flash Lite
0.00%± 0.51
(74/74)Tax Agent Bench *
Qwen 3.7 Plus
0.00%± 2.81
(65/65)Gemini 3.5 Flash Lite
0.00%± 3.12
(65/65)MedCode *
Qwen 3.7 Plus
N/AGemini 3.5 Flash Lite
0.00%± 1.95
(104/104)Code Migration *
Qwen 3.7 Plus
0.00%± 2.93
(73/73)Gemini 3.5 Flash Lite
0.00%± 1.71
(73/73)Vibe Code Bench v1.1 *
Qwen 3.7 Plus
0.00%± 4.61
(108/108)Gemini 3.5 Flash Lite
0.00%± 4.63
(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
8.17%
vs.32.67%
Finance
48.11%
vs.53.88%
Healthcare
N/A
vs.57.19%
Academic
N/A
vs.84.42%
Education
39.25%
vs.47.30%
Coding
37.85%
vs.39.46%
Cyber
N/A
vs.59.11%
Social Mobility
N/A
vs.51.83%
Cost Analysis
Per task and per token model pricing.
Vals Index · USD
N/A
N/A
Cost / TestVals Index
N/A
vs.N/A
Input Cost/ 1M Tokens
$0.40
vs.$0.30
Input Cache Write/ 1M Tokens
$0.50
vs.N/A
Input Cache Read/ 1M Tokens
$0.04
vs.$0.03
Output Cost/ 1M Tokens
$1.60
vs.$2.50
Model Metadata
Basic information about each model.
| | |
|---|---|---|
| Model provider | Alibaba | Google |
| Latency | N/A | N/A |
| Cost (In/Out) | $0.4 / $1.6 | $0.3 / $2.5 |
| Context Window | 1M | 1M |
| Max Output Token | 66k | 66k |
| Input Modality |