FNI Pulse

AI Model Trends

Weekly ranking changes across 501,420+ AI models, scored by FNI. Updated every pipeline cycle.

Week: 2026-W19

Multimodal and Optimized Models Surge as Ecosystem Crosses 500K

Top Risers

deepseek-v3

deepseek-ai · model

+40.4

FNI 46.4

speech-02-turbo

minimax · model

+40.1

FNI 48.1

sdxl-cheetah

prunaai · model

+40

FNI 46.0

flux-fill-pro

black-forest-labs · model

+39.5

FNI 47.5

speech-02-hd

minimax · model

+39.5

FNI 47.5

stable-diffusion

zedge · model

+39.1

FNI 47.1

speech-2.6-turbo

minimax · model

+39

FNI 47.0

imagen-4-fast

google · model

+38.7

FNI 47.7

hidream-l1-fast

prunaai · model

+38.6

FNI 47.6

seedream-4.5

bytedance · model

+38.4

FNI 47.4

Declining

synthorg

Aureliolo · other

-3.9

FNI 39.5

instar

JKHeadley · other

-2

FNI 44.5

agent-communication-protocol

Kickflip73 · other

-2

FNI 37.4

quemdescobriuobrasil/teste

quemdescobriuobrasil · prompt-template

-1.6

FNI 35.7

pereirrd/bug_to_user_story_v2

pereirrd · prompt-template

-1.5

FNI 37.8

rodrigoasweber/bug_gcrao_extractor_v1

rodrigoasweber · prompt-template

-1.5

FNI 36.5

rodrigoasweber/bug_to_user_story_v3

rodrigoasweber · prompt-template

-1.5

FNI 36.5

Category Overview

text to image

↑ rising
11779 models avg FNI 35.4 2 rising 0 falling

agent

→ stable
1590 models avg FNI 32.2 0 rising 0 falling

framework

→ stable
7 models avg FNI 49.3 0 rising 0 falling

discovered

→ stable
2 models avg FNI 32.6 0 rising 0 falling

rag

→ stable
3 models avg FNI 49.1 0 rising 0 falling

tool

→ stable
8 models avg FNI 49.2 0 rising 0 falling

mcp

→ stable
1 models avg FNI 49.6 0 rising 0 falling

text generation

↑ rising
41020 models avg FNI 34.7 38 rising 0 falling

Want real-time alerts when models enter or leave the top 50?

Get API Access