Compare Models
Select models (max 7)
GPT 5.1GPT 5
 |  | |
|---|---|---|
| MedCodeMedical billing code support | 52.73%±2.15 | 49.63%±2.10 |
| Vibe Code Bench v1.1Building web apps from scratch | 24.61%±4.25 | 20.09%±3.41 |
Benchmarks
MedCode *
GPT 5.1
0.00%± 2.15
(107/107)GPT 5
0.00%± 2.10
(107/107)Vibe Code Bench v1.1 *
GPT 5.1
0.00%± 4.25
(127/127)GPT 5
0.00%± 3.41
(127/127)Overall performance
Performance on the Vals Index, a GDP-weighted aggregation of tasks across finance, coding, legal, and tax
•2026-11-09
Comparison by Industry
Model performance on different sections of the economy.
Legal
85.68%
vs.86.02%
Finance
68.11%
vs.69.42%
Healthcare
70.41%
vs.66.64%
Academic
85.39%
vs.84.55%
Coding
60.30%
vs.58.33%
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
$1.25
vs.$1.25
Input Cache Read/ 1M Tokens
$0.125
vs.$0.125
Output Cost/ 1M Tokens
$10.00
vs.$10.00
Model Metadata
Basic information about each model.
| | |
|---|---|---|
| Model provider | OpenAI | OpenAI |
| Latency | N/A | N/A |
| Cost (In/Out) | $1.25 / $10 | $1.25 / $10 |
| Context Window | 400k | 400k |
| Max Output Token | 128k | 128k |
| Input Modality |