cymbal-air-toolbox-demo vs deep-research-agent
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 | deep-research-agent | |
|---|---|---|
| Grade | B | D |
| Verdict | Steady1 major behind | Dormant1 major behind |
| Category rank | #38 | #62 |
| Model | Free | Free |
| Commits, 90 days | 1 | 0 |
| Contributors, 90 days | 1 | 0 |
| Last activity | Aug 14, 2026 | Apr 4, 2026 |
| Listed price | Free | Free |
| Evidence source | Code | Code |
| Latest release | v0.5.0 | — |
| License | Apache-2.0 | MIT |
| FastAPI | 0.118.0 (latest 0.146.0) | — |
| LangChain | 0.3.25 (latest 1.4.6) | 0.3.13 (latest 1.4.6) |
| LangGraph | 0.4.8 (latest 1.2.16) | 0.2.57 (latest 1.2.16) |
| pandas | 3.0.0 ✓ | — |
| Pydantic | 2.9.0 ✓ | 2.10.6 ✓ |
| Framework | FastAPI | — |
| AI | LangChain, LangGraph | LangChain, LangGraph |
| API layer | Pydantic, Uvicorn | Pydantic |
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.