Defog.ai
7 models across 1 family · Latest: Llama 3 SQLCoder 8B (2024-05)
AI data analysis solutions
Defog.ai's portfolio covers 7 active models across 1 current family, spanning general LLM work. Open a model detail page to compare provider routes and sourced benchmarks.
Covers 0 workload areas across 7 active tracked models; last verified 2026-05-22.
Use it for
- Teams evaluating general LLM work across this lab's releases
- Comparing model families before committing to a flagship
- Migration and pricing follow-ups across 7 tracked models
Do not use it for
- Choosing a hosting provider without opening a model page for price ladders
Active models
7
Current models from this lab, excluding deprecated ones
Active families
1
Current model families from this lab
Open catalog
7 open
0 open source / 7 open weights
Lowest output price
Not tracked
No provider output pricing linked yet
Latest dated release
2024-05-09
Llama 3 SQLCoder 8B
Freshness
2026-05-22
Researched 103d ago
Information
Release cadence
- Dated releases
- 5
- Latest model
- Llama 3 SQLCoder 8B
- Latest date
- 2024-05-09
Where this lab wins
Not enough capability or benchmark coverage yet to call strengths for this lab.
Flagship quality / price signal
- Flagship
- SQLCoder
- Selection source
- Best sourced coding Q/$
- Coding grade
- unknown
- Benchmark / output price
- Not enough sourced benchmark and price coverage
About
Defog.ai, founded in 2023 by Medha Basu and Rishabh Srivastava in Singapore, is revolutionizing the enterprise data analysis landscape by developing fine-tuned large language models (LLMs). This company focuses on creating models specifically tailored to meet business needs, primarily in data querying and visualization. Unlike general-purpose models like GPT-4, their specialized approach results in significantly enhanced accuracy and efficiency, particularly demonstrated in tasks such as text-to-SQL conversion. A standout innovation from Defog.ai is SQLCoder, an open-source LLM family designed to translate natural language questions into SQL queries.
Featured models
| Model | Released | Context | Input price ($/1M) | Output price ($/1M) | License | Openness |
|---|---|---|---|---|---|---|
| Llama 3 SQLCoder 8B | 2024-05-09 | 8k | - | - | CC-BY-SA-4.0 | Open weights |
| SQLCoder 7B 2 | 2024-02-05 | 32k | - | - | CC-BY-SA-4.0 | Open weights |
| SQLCoder 70B Alpha | 2024-01-31 | 16k | - | - | CC-BY-SA-4.0 | Open weights |
Model families
Recent releases
- Llama 3 SQLCoder 8B- 2024-05-09
- SQLCoder 7B 2- 2024-02-05
- SQLCoder 70B Alpha- 2024-01-31
- SQLCoder 34B Alpha- 2023-11-14
- SQLCoder 7B- 2023-10-03
Explore related pages
Last reviewed: 2026-05-22. Data sourced from public lab announcements and provider documentation.