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Llama 3.2 Vision (11B)Wonder Full


Vals IndexGDP-weighted benchmark	N/A	64.57%±1.07
Legal Research BenchAgentic US legal research	N/A	53.37%±3.47
Finance Agent (v2)Core financial analyst tasks	N/A	59.06%±0.21
Tax Agent BenchAgentic US corporate tax research	N/A	43.00%±3.57
MedCodeMedical billing code support	N/A	49.93%±2.18
Terminal-Bench ScienceExpert-authored scientific research workflows	N/A	37.14%±5.82
Code MigrationRewriting programs in new languages	N/A	61.03%±4.42
Terminal-Bench 4.0Frontier-difficulty terminal tasks	N/A	58.08%±3.31
Vibe Code Bench v1.1Building web apps from scratch	N/A	86.00%±1.93

Benchmarks

Vals Index *

Llama 3.2 Vision (11B)

N/A

Wonder Full

0.00%± 1.07

(48/48)

Legal Research Bench *

Llama 3.2 Vision (11B)

N/A

Wonder Full

0.00%± 3.47

(78/78)

Finance Agent (v2) *

Llama 3.2 Vision (11B)

N/A

Wonder Full

0.00%± 0.21

(78/78)

Tax Agent Bench *

Llama 3.2 Vision (11B)

N/A

Wonder Full

0.00%± 3.57

(69/69)

MedCode *

Llama 3.2 Vision (11B)

N/A

Wonder Full

0.00%± 2.18

(107/107)

Terminal-Bench Science

Llama 3.2 Vision (11B)

N/A

Wonder Full

0.00%± 5.82

(41/41)

Code Migration *

Llama 3.2 Vision (11B)

N/A

Wonder Full

0.00%± 4.42

(77/77)

Terminal-Bench 4.0

Llama 3.2 Vision (11B)

N/A

Wonder Full

0.00%± 3.31

(48/48)

Vibe Code Bench v1.1 *

Llama 3.2 Vision (11B)

N/A

Wonder Full

0.00%± 1.93

(112/112)

Overall performance

Performance on the Vals Index, a GDP-weighted aggregation of tasks across finance, coding, and law

•2026-10-13

Llama 3.2 Vision (11B)Wonder Full

Comparison by Industry

Model performance on different sections of the economy.

Legal

N/A

vs.

54.15%

Finance

23.29%

vs.

57.99%

Healthcare

N/A

vs.

69.63%

Math

N/A

vs.

94.00%

Science

N/A

vs.

48.54%

Academic

38.82%

vs.

N/A

Coding

N/A

vs.

52.39%

Cyber

N/A

vs.

42.73%

Social Mobility

N/A

vs.

73.75%

Cost Analysis

Per task and per token model pricing.

Vals Index · USD

N/A

$8.559

Cost / TestVals Index

N/A

vs.

$8.559

Input Cost/ 1M Tokens

$0.18

vs.

$4.00

Input Cache Read/ 1M Tokens

N/A

vs.

$0.20

Output Cost/ 1M Tokens

$0.18

vs.

$20.00

Model Metadata

Basic information about each model.


Model provider	Together	Meta
Latency	N/A	3395.76s
Cost (In/Out)	$0.18 / $0.18	$4 / $20
Context Window	131k	1M
Max Output Token	4k	131k
Input Modality