cymbal-air-toolbox-demo vs gpt-researcher
cymbal-air-toolbox-demo ranks higher on current evidence: 1 commit in the last 90 days, none in the last 30.
| cymbal-air-toolbox-demo | gpt-researcher | |
|---|---|---|
| Grade | B | C |
| Verdict | Steady1 major behind | Active2+ majors behind |
| Category rank | #38 | #42 |
| Model | Free | Free |
| Commits, 90 days | 1 | 138 |
| Contributors, 90 days | 1 | 21 |
| Last activity | Aug 14, 2026 | Oct 10, 2026 |
| Listed price | Free | Free |
| Evidence source | Code | Code |
| Latest release | v0.5.0 | v3.7.0 |
| License | Apache-2.0 | Apache-2.0 |
| FastAPI | 0.118.0 (latest 0.146.0) | 0.104.1 (latest 0.146.0) |
| LangChain | 0.3.25 (latest 1.4.6) | 1.0.0 ✓ |
| LangGraph | 0.4.8 (latest 1.2.16) | 0.2.76 (latest 1.2.16) |
| pandas | 3.0.0 ✓ | 2.0.0 (latest 3.0.6) |
| Pydantic | 2.9.0 ✓ | 2.11.5 ✓ |
| Next.js | — | 14.2.28 (latest 16.4.2) |
| OpenAI SDK | — | 1.82.0 (latest 3.35.1) |
| TypeScript | — | 5.0.0 (latest 7.0.2) |
| React | — | 18.0.0 (latest 19.3.1) |
| Tailwind CSS | — | 3.4.1 (latest 4.3.3) |
| Zod | — | 3.0.0 (latest 4.6.7) |
| NumPy | — | 2.0.0 ✓ |
| SQLAlchemy | — | 2.0.41 ✓ |
| Framework | FastAPI | Next.js, FastAPI |
| AI | LangChain, LangGraph | OpenAI SDK, LangChain, LangGraph, MCP SDK |
| API layer | Pydantic, Uvicorn | Pydantic, Uvicorn |
| Database / ORM | — | SQLAlchemy |
| UI | — | Tailwind CSS |
Evidence checked . ✓ = on the latest major version. "Claimed" = a version the vendor's public pages mention, not verified code. Evidence as of Oct 19, 2026. Rankings never depend on affiliate or paid status. Method.