Compare Models

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Gemini 3.6 FlashMiniMax-M3.1-Flash


Vals IndexGDP-weighted benchmark	N/A	53.78%±1.07
Legal Research BenchAgentic US legal research	25.00%±3.01	34.13%±3.30
Finance Agent v2.1Core financial analyst tasks	N/A	58.83%±2.07
Tax Agent BenchAgentic US corporate tax research	18.04%±2.77	32.14%±3.34
MedCodeMedical billing code support	53.15%±2.16	N/A
Terminal-Bench-ScienceExpert-authored scientific research workflows	4.29%±2.44	N/A
Terminal-Bench 4.0Frontier-difficulty terminal tasks	N/A	25.25%±1.01
Vibe Code Bench v1.1Building web apps from scratch	64.00%±4.29	73.94%±4.25

Benchmarks

Vals Index *

Gemini 3.6 Flash

N/A

MiniMax-M3.1-Flash

0.00%± 1.07

(23/23)

Legal Research Bench *

Gemini 3.6 Flash

0.00%± 3.01

(82/82)

MiniMax-M3.1-Flash

0.00%± 3.30

(82/82)

Finance Agent v2.1 *

Gemini 3.6 Flash

N/A

MiniMax-M3.1-Flash

0.00%± 2.07

(28/28)

Tax Agent Bench *

Gemini 3.6 Flash

0.00%± 2.77

(73/73)

MiniMax-M3.1-Flash

0.00%± 3.34

(73/73)

MedCode *

Gemini 3.6 Flash

0.00%± 2.16

(107/107)

MiniMax-M3.1-Flash

N/A

Terminal-Bench-Science

Gemini 3.6 Flash

0.00%± 2.44

(41/41)

MiniMax-M3.1-Flash

N/A

Terminal-Bench 4.0

Gemini 3.6 Flash

N/A

MiniMax-M3.1-Flash

0.00%± 1.01

(52/52)

Vibe Code Bench v1.1 *

Gemini 3.6 Flash

0.00%± 4.29

(116/116)

MiniMax-M3.1-Flash

0.00%± 4.25

(116/116)

Overall performance

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

•2026-10-19

Gemini 3.6 Flash MiniMax-M3.1-Flash

Comparison by Industry

Model performance on different sections of the economy.

Legal

55.85%

vs.

20.82%

Finance

53.50%

vs.

52.94%

Healthcare

66.41%

vs.

N/A

Science

31.40%

vs.

N/A

Academic

90.36%

vs.

N/A

Education

48.69%

vs.

N/A

Coding

53.35%

vs.

49.60%

Cyber

45.36%

vs.

N/A

Social Mobility

56.56%

vs.

N/A

Cost Analysis

Per task and per token model pricing.

Vals Index · USD

N/A

$0.66

Cost / TestVals Index

N/A

vs.

$0.66

Input Cost/ 1M Tokens

$1.50

vs.

$0.15

Input Cache Read/ 1M Tokens

$0.15

vs.

$0.015

Output Cost/ 1M Tokens

$7.50

vs.

$0.60

Model Metadata

Basic information about each model.


Model provider	Google	MiniMax
Latency	N/A	2597.84s
Cost (In/Out)	$1.5 / $7.5	$0.15 / $0.6
Context Window	1M	1M
Max Output Token	66k	524k
Input Modality