Compare Models

Select models (max 7)
DeepSeek V3.2 (Nonthinking)DeepSeek V3.2 (Thinking)
Benchmarks

Vibe Code Bench v1.1 *

DeepSeek V3.2 (Nonthinking)
N/A
DeepSeek V3.2 (Thinking)
0.00%± 2.13
(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
65.96%
76.08%
Finance
N/A
68.15%
Academic
79.66%
82.61%
Coding
69.86%
51.13%

Cost Analysis

Per task and per token model pricing.

Vals Index · USD
N/A
N/A
Cost / TestVals Index
N/A
N/A
Input Cost/ 1M Tokens
$0.56
$0.56
Input Cache Read/ 1M Tokens
$0.28
$0.28
Output Cost/ 1M Tokens
$1.68
$1.68

Model Metadata

Basic information about each model.

Model provider
DeepSeekFireworks
DeepSeekFireworks
LatencyN/AN/A
Cost (In/Out)$0.56 / $1.68$0.56 / $1.68
Context Window160k160k
Max Output Token20k20k
Input Modality