Compare Models
Select models (max 7)
Gemini 3.7 FlashGPT-6 Luna
 |  |  |
|---|---|---|
| Vals IndexGDP-weighted benchmark | N/A | 52.32%±1.12 |
| Legal Research BenchAgentic US legal research | 34.62%±3.31 | 30.29%±3.19 |
| Finance Agent v2.1Core financial analyst tasks | N/A | 56.84%±2.12 |
| Tax Agent BenchAgentic US corporate tax research | 22.80%±3.03 | 19.95%±2.87 |
| MedCodeMedical billing code support | 53.39%±2.12 | 44.69%±2.30 |
| Terminal-Bench-ScienceExpert-authored scientific research workflows | 7.14%±3.10 | 4.29%±2.44 |
| Code Migration v1.1Rewriting programs in new languages | N/A | 46.67%±3.61 |
| Terminal-Bench 4.0Frontier-difficulty terminal tasks | 12.12%±3.03 | 13.64%±1.51 |
| Vibe Code Bench v1.1Building web apps from scratch | 70.39%±4.84 | 81.65%±3.38 |
Benchmarks
Vals Index *
Gemini 3.7 Flash
N/AGPT-6 Luna
0.00%± 1.12
(37/37)Legal Research Bench *
Gemini 3.7 Flash
0.00%± 3.31
(94/94)GPT-6 Luna
0.00%± 3.19
(94/94)Finance Agent v2.1 *
Gemini 3.7 Flash
N/AGPT-6 Luna
0.00%± 2.12
(40/40)Tax Agent Bench *
Gemini 3.7 Flash
0.00%± 3.03
(85/85)GPT-6 Luna
0.00%± 2.87
(85/85)MedCode *
Gemini 3.7 Flash
0.00%± 2.12
(107/107)GPT-6 Luna
0.00%± 2.30
(107/107)Terminal-Bench-Science
Gemini 3.7 Flash
0.00%± 3.10
(45/45)GPT-6 Luna
0.00%± 2.44
(45/45)Code Migration v1.1 *
Gemini 3.7 Flash
N/AGPT-6 Luna
0.00%± 3.61
(30/30)Terminal-Bench 4.0
Gemini 3.7 Flash
0.00%± 3.03
(64/64)GPT-6 Luna
0.00%± 1.51
(64/64)Vibe Code Bench v1.1 *
Gemini 3.7 Flash
0.00%± 4.84
(128/128)GPT-6 Luna
0.00%± 3.38
(128/128)Overall performance
Performance on the Vals Index, a GDP-weighted aggregation of tasks across finance, coding, legal, and tax
•2026-11-11
Comparison by Industry
Model performance on different sections of the economy.
Legal
60.94%
vs.32.33%
Finance
54.73%
vs.61.48%
Healthcare
68.67%
vs.64.20%
Math
58.00%
vs.64.00%
Science
7.14%
vs.28.38%
Academic
91.01%
vs.N/A
Education
N/A
vs.83.40%
Coding
55.10%
vs.39.25%
Cyber
24.16%
vs.39.46%
Social Mobility
N/A
vs.57.65%
Cost Analysis
Per task and per token model pricing.
Vals Index · USD
N/A
$0.45
Cost / TestVals Index
N/A
vs.$0.45
Input Cost/ 1M Tokens
$1.50
vs.$0.10
Input Cache Write/ 1M Tokens
N/A
vs.$0.125
Input Cache Read/ 1M Tokens
$0.15
vs.$0.01
Output Cost/ 1M Tokens
$7.50
vs.$0.50
Model Metadata
Basic information about each model.
| | |
|---|---|---|
| Model provider | Google | OpenAI |
| Latency | N/A | 1943.19s |
| Cost (In/Out) | $1.5 / $7.5 | $0.1 / $0.5 |
| Context Window | 1M | 1M |
| Max Output Token | 66k | 128k |
| Input Modality |