LangChain (framework) vs Phidata / Agno
LangChain (framework) (agent frameworks (no first-party memory layer)) vs Phidata / Agno (multi-agent orchestration platforms): cross-category comparison covering architecture, taxonomy, license, pricing, and direct edges.
How they relate
- Phidata / Agno competes with LangChain (framework) — soning. Lightweight alternative to LangChain. ~25k+ stars combined Phidata + Agno repos. Mozilla Venture
Cost & capability
| LangChain (framework) | Phidata / Agno | |
|---|---|---|
| Capability band | competent | competent |
| Capability composite | 72 | 55 |
| Cost tier | searched not found | free |
| $/Mtok input | searched not found | 0 |
| $/Mtok output | searched not found | 0 |
| Use cases | Scoped Agentic, Multi Agent Coordination, Memory Augmented Chat, Analytical Summarization | Multi Agent Coordination, Long Running Session, Memory Augmented Chat |
Where they differ (15)
Rows where both sides have data and the values disagree — the shortlist of dimensions that actually distinguish these two systems.
| LangChain (framework) | Phidata / Agno | |
|---|---|---|
| Capability composite | 72 | 55 |
| Cost tier | searched not found | free |
| $/Mtok input | searched not found | 0 |
| $/Mtok output | searched not found | 0 |
| Use cases | Scoped Agentic, Multi Agent Coordination, Memory Augmented Chat, Analytical Summarization | Multi Agent Coordination, Long Running Session, Memory Augmented Chat |
| Section | Agent frameworks (no first-party memory layer) | Multi-agent orchestration platforms |
| Tier | T1 | T2 |
| Type | LLM orchestration framework | OSS multi-agent framework (rebranded from Phidata to Agno 2024) |
| Created | 2022 | 2023 (Phidata initial); 2024 (Agno rebrand) |
| License | MIT (OSS framework) | MPL-2.0 (Agno OSS) |
| GitHub | searched not found | github.com/agno-agi/agno ~25k+ stars; github.com/phidatahq/phidata (legacy) |
| Pricing | searched not found | OSS (free); future paid cloud tier |
| Funding | LangChain Inc raised $25M Series A 2024-02 (Sequoia led; $200M valuation rumored); ~$110M total per later rounds 2024-2025. | Pre-seed / seed disclosed (~$5M+); Mozilla Ventures + Y Combinator (W22) participation |
| MCP | searched not found | native (first-party) |
| Optimised for | searched not found | lightweight Python multi-agent systems; alternative to LangChain bloat |
At a glance
| LangChain (framework) | Phidata / Agno | |
|---|---|---|
| Section | Agent frameworks (no first-party memory layer) | Multi-agent orchestration platforms |
| Tier | T1 | T2 |
| Type | LLM orchestration framework | OSS multi-agent framework (rebranded from Phidata to Agno 2024) |
| Created | 2022 | 2023 (Phidata initial); 2024 (Agno rebrand) |
| Latest release | searched not found | — |
| License | MIT (OSS framework) | MPL-2.0 (Agno OSS) |
| GitHub | searched not found | github.com/agno-agi/agno ~25k+ stars; github.com/phidatahq/phidata (legacy) |
| Pricing | searched not found | OSS (free); future paid cloud tier |
| Funding | LangChain Inc raised $25M Series A 2024-02 (Sequoia led; $200M valuation rumored); ~$110M total per later rounds 2024-2025. | Pre-seed / seed disclosed (~$5M+); Mozilla Ventures + Y Combinator (W22) participation |
| Deployment | searched not found | — |
| API surface | searched not found | — |
| Multi-tenancy | searched not found | — |
| MCP | searched not found | native (first-party) |
| A2A | searched not found | — |
| OpenTelemetry | searched not found | — |
| Optimised for | searched not found | lightweight Python multi-agent systems; alternative to LangChain bloat |
| Anti-fit | searched not found | — |
Taxonomy
| Axis | LangChain (framework) | Phidata / Agno |
|---|---|---|
| storage | n/a | none-trivial |
| retrieval | n/a | none |
| persistence | n/a | session-only |
| update | n/a | agent-controlled |
| unit | n/a | turn |
| governance | n/a | opaque |
| conflict | n/a | out-of-scope |
Pros & cons
LangChain (framework)
Pros: searched not found
Cons: searched not found
Phidata / Agno
Pros: Lightweight Python framework; first-party memory + knowledge + reasoning + tools (no LangChain dependency); 25k+ stars combined; clean docs.
Cons: Smaller ecosystem than LangChain / LlamaIndex; rebrand from Phidata creates discovery friction; pre-product commercial revenue.