Lightly
Lightly provides computer-vision data tools for curating, labeling, evaluating, and managing image and video datasets, plus model pretraining and fine-tuning.
$0 / freeList of AI-assisted software development Software | Last updated: November 12, 2026
| # | Software / Tool | Best For | TechZella Score | User Rating | Pricing |
|---|---|---|---|---|---|
| 1 | Arize Phoenix | Arize Phoenix is a self-hosted platform for tracing, evaluating, and troubleshooting AI… | 8.2/10 | — | Free |
| 2 | LM Studio | LM Studio runs language models on desktop computers and provides chat, document… | 8.2/10 | — | $0 / $20 USD |
| 3 | SuperAnnotate | SuperAnnotate is a cloud-based platform for annotating, curating, and evaluating multimodal AI… | 8.0/10 | — | See pricing |
| 4 | Lightly | Lightly provides computer-vision data tools for curating, labeling, evaluating, and managing image… | 7.9/10 | — | $0 / Custom |
| 5 | Ollama | Ollama runs and manages open-weight AI models locally on desktops or through… | 7.9/10 | — | $0 / $20 / mo. or $200/yr |
| 6 | Evidently AI | Evidently is an open-source Python framework and hosted platform for evaluating, testing,… | 7.5/10 | — | $0 / $80 |
| 7 | Jan.ai | Jan is a free, open-source desktop AI assistant for running local models… | 7.5/10 | — | $0 |
| 8 | Text Generation WebUI | Text Generation WebUI, now named TextGen, is open-source software for running local… | 7.5/10 | — | $0 |
| 9 | Labelbox | Labelbox develops Horizon reinforcement-learning environments for AI labs and Recursion managed agents… | 7.2/10 | — | Not publicly listed / $20 |
| 10 | LocalAI | LocalAI is an open-source, self-hosted AI runtime that serves models through OpenAI-compatible… | 6.7/10 | — | See pricing |
Lightly provides computer-vision data tools for curating, labeling, evaluating, and managing image and video datasets, plus model pretraining and fine-tuning.
$0 / free
SuperAnnotate is a cloud-based platform for annotating, curating, and evaluating multimodal AI datasets, with project workflows, automation, and a Python SDK.
Labelbox develops Horizon reinforcement-learning environments for AI labs and Recursion managed agents for enterprise workflows, with tasks graded against user-defined criteria.
Not publicly listed / per agent-session hour
Evidently is an open-source Python framework and hosted platform for evaluating, testing, and monitoring AI and machine-learning systems, including LLM applications and…
$0 / month
Arize Phoenix is a self-hosted platform for tracing, evaluating, and troubleshooting AI and LLM applications, with tools for datasets, experiments, and prompt…
Free
Text Generation WebUI, now named TextGen, is open-source software for running local language models through a desktop or browser interface, with model…
$0 / ongoing
LocalAI is an open-source, self-hosted AI runtime that serves models through OpenAI-compatible APIs and a web interface across text, image, audio, video,…
Jan is a free, open-source desktop AI assistant for running local models or connecting cloud providers. It also offers MCP tools and…
$0 / ongoing
LM Studio runs language models on desktop computers and provides chat, document workflows, model management, and local API access. Optional Bionic plans…
$0 / month
Ollama runs and manages open-weight AI models locally on desktops or through its hosted cloud service. It provides a command-line interface and…
$0 / usage-based