Compare Models
Select models (max 7)
Gemini 3.5 FlashMercury 2.5
 |  |  |
|---|---|---|
| Legal Research BenchAgentic US legal research | 30.77%±3.21 | 4.33%±1.41 |
| Tax Agent BenchAgentic US corporate tax research | 21.65%±2.96 | 2.49%±1.02 |
| MedCodeMedical billing code support | 55.83%±2.11 | 31.33%±1.95 |
| Terminal-Bench-ScienceExpert-authored scientific research workflows | 5.71%±2.79 | 0.00%±0.00 |
| Terminal-Bench 4.0Frontier-difficulty terminal tasks | 6.06%±1.51 | 0.00%±0.00 |
| Vibe Code Bench v1.1Building web apps from scratch | 48.68%±4.73 | 3.68%±1.41 |
Benchmarks
Legal Research Bench *
Gemini 3.5 Flash
0.00%± 3.21
(84/84)Mercury 2.5
0.00%± 1.41
(84/84)Tax Agent Bench *
Gemini 3.5 Flash
0.00%± 2.96
(75/75)Mercury 2.5
0.00%± 1.02
(75/75)MedCode *
Gemini 3.5 Flash
0.00%± 2.11
(107/107)Mercury 2.5
0.00%± 1.95
(107/107)Terminal-Bench-Science
Gemini 3.5 Flash
0.00%± 2.79
(42/42)Mercury 2.5
0.00%± 0.00
(42/42)Terminal-Bench 4.0
Gemini 3.5 Flash
0.00%± 1.51
(54/54)Mercury 2.5
0.00%± 0.00
(54/54)Vibe Code Bench v1.1 *
Gemini 3.5 Flash
0.00%± 4.73
(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
57.19%
vs.43.69%
Finance
54.71%
vs.2.49%
Healthcare
66.20%
vs.43.21%
Math
31.00%
vs.3.00%
Science
5.71%
vs.0.00%
Academic
90.15%
vs.N/A
Education
49.88%
vs.N/A
Coding
45.65%
vs.6.05%
Cyber
N/A
vs.45.48%
Social Mobility
59.47%
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
$1.50
vs.$0.20
Input Cache Read/ 1M Tokens
$0.15
vs.$0.02
Output Cost/ 1M Tokens
$9.00
vs.$0.75
Model Metadata
Basic information about each model.
| | |
|---|---|---|
| Model provider | Google | Inception |
| Latency | N/A | N/A |
| Cost (In/Out) | $1.5 / $9 | $0.2 / $0.75 |
| Context Window | 1M | 260k |
| Max Output Token | 66k | 66k |
| Input Modality |