Compare Models
Select models (max 7)
Gemini 3.1 Pro Preview (02/26)GLM 5.3 Flash
 |  |  |
|---|---|---|
| Vals IndexGDP-weighted benchmark | N/A | 50.86%±1.25 |
| Legal Research BenchAgentic US legal research | 20.67%±2.81 | 45.19%±3.46 |
| Finance Agent v2.1Core financial analyst tasks | N/A | 60.59%±2.03 |
| Tax Agent BenchAgentic US corporate tax research | 9.29%±2.09 | 31.55%±3.35 |
| MedCodeMedical billing code support | 59.06%±2.00 | N/A |
| Terminal-Bench-ScienceExpert-authored scientific research workflows | 1.43%±1.43 | 2.86%±2.01 |
| Code Migration v1.1Rewriting programs in new languages | N/A | 51.65%±2.99 |
| Terminal-Bench 4.0Frontier-difficulty terminal tasks | 2.52%±0.51 | 37.37%±2.67 |
| Vibe Code Bench v1.1Building web apps from scratch | 32.03%±4.34 | 30.76%±5.28 |
Benchmarks
Vals Index *
Gemini 3.1 Pro Preview (02/26)
N/AGLM 5.3 Flash
0.00%± 1.25
(26/26)Legal Research Bench *
Gemini 3.1 Pro Preview (02/26)
0.00%± 2.81
(84/84)GLM 5.3 Flash
0.00%± 3.46
(84/84)Finance Agent v2.1 *
Gemini 3.1 Pro Preview (02/26)
N/AGLM 5.3 Flash
0.00%± 2.03
(30/30)Tax Agent Bench *
Gemini 3.1 Pro Preview (02/26)
0.00%± 2.09
(75/75)GLM 5.3 Flash
0.00%± 3.35
(75/75)MedCode *
Gemini 3.1 Pro Preview (02/26)
0.00%± 2.00
(107/107)GLM 5.3 Flash
N/ATerminal-Bench-Science
Gemini 3.1 Pro Preview (02/26)
0.00%± 1.43
(42/42)GLM 5.3 Flash
0.00%± 2.01
(42/42)Code Migration v1.1 *
Gemini 3.1 Pro Preview (02/26)
N/AGLM 5.3 Flash
0.00%± 2.99
(28/28)Terminal-Bench 4.0
Gemini 3.1 Pro Preview (02/26)
0.00%± 0.51
(54/54)GLM 5.3 Flash
0.00%± 2.67
(54/54)Vibe Code Bench v1.1 *
Gemini 3.1 Pro Preview (02/26)
0.00%± 4.34
(118/118)GLM 5.3 Flash
0.00%± 5.28
(118/118)Overall performance
Performance on the Vals Index, a GDP-weighted aggregation of tasks across finance, coding, and law
•2026-10-22
Comparison by Industry
Model performance on different sections of the economy.
Legal
54.04%
vs.46.51%
Finance
50.52%
vs.58.50%
Healthcare
67.59%
vs.88.94%
Math
26.00%
vs.21.00%
Science
27.38%
vs.2.86%
Academic
91.55%
vs.86.14%
Education
48.68%
vs.N/A
Coding
37.20%
vs.44.55%
Cyber
0.00%
vs.34.31%
Social Mobility
53.79%
vs.N/A
Cost Analysis
Per task and per token model pricing.
Vals Index · USD
N/A
$1.134
Cost / TestVals Index
N/A
vs.$1.134
Input Cost/ 1M Tokens
$2.00
vs.$0.075
Input Cache Read/ 1M Tokens
$0.20
vs.$0.015
Output Cost/ 1M Tokens
$12.00
vs.$0.25
Model Metadata
Basic information about each model.
| | |
|---|---|---|
| Model provider | Google | zAI |
| Latency | N/A | 3830.63s |
| Cost (In/Out) | $2 / $12 | $0.075 / $0.25 |
| Context Window | 1M | 1M |
| Max Output Token | 66k | 128k |
| Input Modality |