Compare Models
Select models (max 5)
Qwen 3.7 MaxGLM 5.3 Flash
| Legal Research BenchAgentic US legal research | 25.48%±3.03 | 45.19%±3.46 |
| Finance Agent (v2)Core financial analyst tasks | 47.78%±0.73 | 57.85%±2.06 |
| Tax Agent BenchAgentic US corporate tax research | 47.41%±3.24 | 61.96%±3.26 |
| MedCodeMedical billing code support | 38.75%±2.20 | N/A |
| Terminal-Bench ScienceExpert-authored scientific research workflows | N/A | 2.86%±2.01 |
| Code MigrationRewriting programs in new languages | 13.07%±2.86 | 20.52%±4.21 |
| Vibe Code Bench v1.1Building web apps from scratch | 47.67%±4.63 | 30.76%±5.28 |
Benchmarks
Legal Research Bench *
Qwen 3.7 Max
0.00%± 3.03
(73/73)GLM 5.3 Flash
0.00%± 3.46
(73/73)Finance Agent (v2) *
Qwen 3.7 Max
0.00%± 0.73
(74/74)GLM 5.3 Flash
0.00%± 2.06
(74/74)Tax Agent Bench *
Qwen 3.7 Max
0.00%± 3.24
(65/65)GLM 5.3 Flash
0.00%± 3.26
(65/65)MedCode *
Qwen 3.7 Max
0.00%± 2.20
(104/104)GLM 5.3 Flash
N/ATerminal-Bench Science
Qwen 3.7 Max
N/AGLM 5.3 Flash
0.00%± 2.01
(38/38)Code Migration *
Qwen 3.7 Max
0.00%± 2.86
(73/73)GLM 5.3 Flash
0.00%± 4.21
(73/73)Vibe Code Bench v1.1 *
Qwen 3.7 Max
0.00%± 4.63
(108/108)GLM 5.3 Flash
0.00%± 5.28
(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
37.35%
vs.45.26%
Finance
56.88%
vs.62.83%
Healthcare
59.07%
vs.88.94%
Math
N/A
vs.21.00%
Science
N/A
vs.2.86%
Academic
89.73%
vs.86.14%
Coding
54.15%
vs.41.56%
Cyber
N/A
vs.67.86%
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
$2.50
vs.$0.075
Input Cache Write/ 1M Tokens
$3.125
vs.N/A
Input Cache Read/ 1M Tokens
$0.25
vs.$0.015
Output Cost/ 1M Tokens
$7.50
vs.$0.25
Model Metadata
Basic information about each model.
| Model provider | ||
| Latency | N/A | N/A |
| Cost (In/Out) | $2.5 / $7.5 | $0.075 / $0.25 |
| Context Window | 984k | 1M |
| Max Output Token | 66k | 128k |
| Input Modality |