| --- |
| 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](https://convly.ai/models/)** · 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](https://convly.ai/llm-vram-calculator/), the [AI API Cost Calculator](https://convly.ai/ai-api-cost-calculator/), and the [AI Price-Performance Index](https://convly.ai/ai-price-performance-index-2026/). |
|
|
| ## Usage |
| ```python |
| from datasets import load_dataset |
| ds = load_dataset("sakd99/ai-models-database") |
| print(ds["train"][0]) |
| ``` |
| Or load the raw files directly: |
| ```python |
| 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](https://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/ |
| ``` |
|
|
