ai-models-database / README.md
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Add Convly AI Models Database (30 models, CC BY 4.0)
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metadata
license: cc-by-4.0
language:
  - en
tags:
  - ai
  - llm
  - large-language-models
  - pricing
  - api
  - vram
  - machine-learning
  - benchmarks
pretty_name: Convly AI Models Database
size_categories:
  - n<1K
configs:
  - config_name: default
    data_files: convly-ai-models.csv

Convly AI Models Database

A continuously updated, hand-verified dataset of 30+ AI language models — specs, licenses, API pricing (USD per 1M tokens), and local-hardware (VRAM) requirements.

Maintained by Convly.ai · Live interactive version: https://convly.ai/models/

Fields

name, slug, convly_url, developer, model_type, modality, parameters, context_window, max_output, license, open_weights, release_date, input_price (USD/1M tokens), output_price (USD/1M tokens), api_providers, vram_q4 (GB, 4-bit), min_gpu, official_url

Coverage

Frontier + open-weight models as of July 2026: Claude (Opus 4.8, Fable 5, Sonnet 4.6, Haiku 4.5), GPT-5.5, Gemini 3.1 Pro / 3.5 Flash, DeepSeek V4-Pro / V4-Flash / R1, Qwen3 family, Llama 3.x / 4, Gemma 3, Mistral, Phi-4, GLM 5.2, Kimi K2.7 Code, NVIDIA Nemotron 3, and more.

Why

Provider pricing pages are inconsistent and marketing-heavy. This dataset normalizes verified specs, like-for-like per-million-token pricing, and practical 4-bit VRAM requirements so you can tell instantly whether a model runs on your hardware and what it costs to call. It powers the LLM VRAM Calculator, the AI API Cost Calculator, and the AI Price-Performance Index.

Usage

from datasets import load_dataset
ds = load_dataset("sakd99/ai-models-database")
print(ds["train"][0])

Or load the raw files directly:

import pandas as pd
df = pd.read_csv("convly-ai-models.csv")

License

CC BY 4.0 — free to use, share and adapt with attribution to Convly.ai (a link to https://convly.ai/models/ is perfect).

Citation

Convly.ai (2026). Convly AI Models Database [Data set]. https://convly.ai/models/