Metatext Decide — typed decisions for your agents, with a probability on every answerGet early access

Models by Task

Our directory organizes 2,490 model entries across 101 tasks. Pick a task below to see every model for it, compare providers, and link straight to details.

Updated June 2026

#

3D reconstruction (5)3D segmentation (3)

A

automatic-speech-recognition (34)Audio generation (19)Atari (19)any-to-any (12)Action recognition (5)Audio classification (3)Animal (human/non-human) imitation (3)

B

Binary classification (5)

C

Code generation (102)Chat (88)Character recognition (OCR) (29)Code autocompletion (8)Coding (6)Chess (4)

D

Digit recognition (11)Drug discovery (4)Dota 2 (3)

F

fill-mask (16)feature-extraction (13)Face detection (11)Face recognition (9)

G

I

Image classification (117)image-text-to-text (81)Image generation (66)Image captioning (49)image-to-video (15)image-to-image (14)Instruction interpretation (13)Image segmentation (11)Image representation (7)image-classification (6)Image completion (6)Image super-resolution (4)image-feature-extraction (3)

L

Language modeling/generation (278)Language modeling (148)Language generation (14)Language Structure Modeling (4)

M

Mathematical reasoning (34)Movie ratings (6)Medical diagnosis (5)Miscellaneous image analysis (3)

N

Neural Architecture Search - NAS (9)Named entity recognition (NER) (8)

O

Object detection (38)Object recognition (11)

P

Proteins (32)Protein or nucleotide language model (pLM/nLM) (16)Protein folding prediction (15)Protein generation (8)Protein interaction prediction (6)Protein representation learning (5)Poker (5)Part-of-speech tagging (4)Protein pathogenicity prediction (4)Protein contact and distance prediction (4)Protein property prediction (3)Protein localization prediction (3)Pattern recognition (3)

Q

Question answering (191)Quantitative reasoning (63)

R

Robotic manipulation (15)Retrieval-augmented generation (8)Recommender system (8)Representation learning (6)Relation extraction (4)

S

Speech recognition (ASR) (53)sentence-similarity (18)Search (15)System control (13)Semantic embedding (12)Speech-to-text (11)Speech synthesis (10)Semantic segmentation (10)Sentiment classification (9)

T

text-generation (146)translation (91)text-to-image (67)text-to-video (21)Text autocompletion (16)Text classification (15)text-to-speech (13)Text summarization (12)time-series-forecasting (8)Table tasks (8)text-classification (6)Text-to-speech (TTS) (5)text-ranking (4)Transcription (3)

V

Visual question answering (72)Video generation (19)Video description (18)Vision-language generation (14)Visual puzzles (7)video-to-video (5)Video classification (3)

W

Weather forecasting (7)

Z

zero-shot-image-classification (6)

Frequently asked questions