Compare Models
Select models (max 7)
Gemini 3.1 Pro Preview (02/26)Mercury 2.5
 |  |  |
|---|---|---|
| Legal Research BenchAgentic US legal research | 20.67%±2.81 | 4.33%±1.41 |
| Tax Agent BenchAgentic US corporate tax research | 9.29%±2.09 | 2.49%±1.02 |
| MedCodeMedical billing code support | 59.06%±2.00 | 31.33%±1.95 |
| Terminal-Bench-ScienceExpert-authored scientific research workflows | 1.43%±1.43 | 0.00%±0.00 |
| Terminal-Bench 4.0Frontier-difficulty terminal tasks | 2.52%±0.51 | 0.00%±0.00 |
| Vibe Code Bench v1.1Building web apps from scratch | 32.03%±4.34 | 3.68%±1.41 |
Benchmarks
Legal Research Bench *
Gemini 3.1 Pro Preview (02/26)
0.00%± 2.81
(84/84)Mercury 2.5
0.00%± 1.41
(84/84)Tax Agent Bench *
Gemini 3.1 Pro Preview (02/26)
0.00%± 2.09
(75/75)Mercury 2.5
0.00%± 1.02
(75/75)MedCode *
Gemini 3.1 Pro Preview (02/26)
0.00%± 2.00
(107/107)Mercury 2.5
0.00%± 1.95
(107/107)Terminal-Bench-Science
Gemini 3.1 Pro Preview (02/26)
0.00%± 1.43
(42/42)Mercury 2.5
0.00%± 0.00
(42/42)Terminal-Bench 4.0
Gemini 3.1 Pro Preview (02/26)
0.00%± 0.51
(54/54)Mercury 2.5
0.00%± 0.00
(54/54)Vibe Code Bench v1.1 *
Gemini 3.1 Pro Preview (02/26)
0.00%± 4.34
(118/118)Mercury 2.5
0.00%± 1.41
(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.43.69%
Finance
50.52%
vs.2.49%
Healthcare
67.59%
vs.43.21%
Math
26.00%
vs.3.00%
Science
27.38%
vs.0.00%
Academic
91.55%
vs.N/A
Education
48.68%
vs.N/A
Coding
37.20%
vs.6.05%
Cyber
0.00%
vs.45.48%
Social Mobility
53.79%
vs.45.26%
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
$2.00
vs.$0.20
Input Cache Read/ 1M Tokens
$0.20
vs.$0.02
Output Cost/ 1M Tokens
$12.00
vs.$0.75
Model Metadata
Basic information about each model.
| | |
|---|---|---|
| Model provider | Google | Inception |
| Latency | N/A | N/A |
| Cost (In/Out) | $2 / $12 | $0.2 / $0.75 |
| Context Window | 1M | 260k |
| Max Output Token | 66k | 66k |
| Input Modality |