Compare Models

Select models (max 7)

Ember-1Mistral Large 4


Legal Research BenchAgentic US legal research	44.71%±3.46	31.73%±3.23
Finance Agent v2.1Core financial analyst tasks	N/A	61.38%±2.02
Tax Agent BenchAgentic US corporate tax research	31.08%±3.34	30.39%±3.31
MedCodeMedical billing code support	N/A	40.69%±2.17
Terminal-Bench-ScienceExpert-authored scientific research workflows	5.71%±2.79	N/A
Terminal-Bench 4.0Frontier-difficulty terminal tasks	20.71%±3.64	27.78%±1.82
Vibe Code Bench v1.1Building web apps from scratch	83.87%±3.15	78.40%±3.55

Benchmarks

Legal Research Bench *

Ember-1

0.00%± 3.46

(84/84)

Mistral Large 4

0.00%± 3.23

(84/84)

Finance Agent v2.1 *

Ember-1

N/A

Mistral Large 4

0.00%± 2.02

(30/30)

Tax Agent Bench *

Ember-1

0.00%± 3.34

(75/75)

Mistral Large 4

0.00%± 3.31

(75/75)

MedCode *

Ember-1

N/A

Mistral Large 4

0.00%± 2.17

(107/107)

Terminal-Bench-Science

Ember-1

0.00%± 2.79

(42/42)

Mistral Large 4

N/A

Terminal-Bench 4.0

Ember-1

0.00%± 3.64

(54/54)

Mistral Large 4

0.00%± 1.82

(54/54)

Vibe Code Bench v1.1 *

Ember-1

0.00%± 3.15

(118/118)

Mistral Large 4

0.00%± 3.55

(118/118)

Overall performance

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

•2026-10-22

Ember-1 Mistral Large 4

Comparison by Industry

Model performance on different sections of the economy.

Legal

44.71%

vs.

24.62%

Finance

31.08%

vs.

53.58%

Healthcare

N/A

vs.

60.56%

Math

61.00%

vs.

10.00%

Science

31.76%

vs.

39.60%

Coding

50.30%

vs.

39.77%

Cyber

69.52%

vs.

N/A

Social Mobility

66.17%

vs.

N/A

Cost Analysis

Per task and per token model pricing.

Vals Index · USD

N/A

Cost / TestVals Index

N/A

vs.

N/A

Input Cost/ 1M Tokens

$3.00

vs.

$1.36

Input Cache Read/ 1M Tokens

$0.30

vs.

$0.14

Output Cost/ 1M Tokens

$15.00

vs.

$4.18

Model Metadata

Basic information about each model.


Model provider	Fireworks	Mistral AI
Latency	N/A	N/A
Cost (In/Out)	$3 / $15	$1.36 / $4.18
Context Window	1M	512k
Max Output Token	131k	256k
Input Modality