Open source focus
Open Source Alternatives to Investment Research
60 open source Investments options similar to Investment Research, ranked by named competitors first, sector overlap, and our 0-100 AI-readiness score. Each profile notes license and self-hosting where we have it.
Noumena AI35Agentic AIתל אביב - יפו, IsraelOpen source
Quantty15Foundation ModelOpen source
LlamaAi (DefiLlama)10FintechOpen source
HockitAI Search EngineTel Aviv, IsraelOpen source
AlraidcFoundation ModelOpen source
FastclaudeAI Search EngineOpen source
KnowqlAI Search EngineOpen source
JohnhopebryantFintechOpen source
TheclearpointAgentic AIOpen source
- ExploitcheckCybersecurity
Open source
OnelytixInnovationOpen source
Global ExamsEdTechOpen source
FengerFintechTel Aviv, IsraelOpen source
OpenAI83Artificial IntelligenceSan Francisco, United States$493.9BOpen source
Perplexity AI71Search EngineSan Francisco, United States$591.4MOpen source
TwelveLabs64Video IntelligenceSan Francisco, United States$68.0MOpen source
Weights & Biases (W&B)63MLOpsSan Francisco, United States$521.0MOpen source
Pola.rs63AI Search EngineTel Aviv, Israel$26.0MOpen source
Vectara60Agentic AIPalo Alto, United States$40.0MOpen source
Composio59Agentic AISan Francisco, United States$50.0MOpen source
April57FintechNew York, United States$78.0MOpen source
Tavily57Generative AITel Aviv, Israel$5.0MOpen source
CHAI: AI Platform56AI InfrastructurePalo Alto, United States$3.7MOpen source
Cajal55B2BSan Francisco, United States$4.5MOpen source
KiloClaw54Artificial IntelligenceOpen source · Self-hostable
giniX54Generative AITel Aviv, IsraelOpen source
Twelve Labs51Video AISan Francisco, United States$62.0MOpen source
Isacus46LegalTechTel Aviv, Israel$700KOpen source
GitHits44Developer ToolsHelsinki, Finland$1.5MOpen source · Self-hostable
ScaleKit42MLOpsSan Francisco, United States$5.5MOpen source
Haystack42AI Search EngineSan Francisco, United States$10.0MOpen source
Briefbridge36AI Search EngineTel Aviv, Israel$1.5MOpen source
Answers36AI Search EngineSan Francisco, United States$1.5BOpen source
Firstprinciplesgtm33Agentic AISan Francisco, United StatesOpen source
Andraste32Agentic AISan Francisco, United StatesOpen source
Biolinked21AI-Driven Protein DesignTel Aviv, IsraelOpen source
RE2320Real EstateNew York, United StatesOpen source
P3rsona18AI InfrastructureOpen source
- Mightymob14Agentic AITel Aviv, Israel
Open source
Search House AI14AI Search EngineTel Aviv, IsraelOpen source
GPT Researcher13Agentic AIOpen source
Modelglass12AI InfrastructureSydney, AustraliaOpen source
Langchain-Chatchat11Open SourceOpen source · Self-hostable
lIdée10AI Search EngineTel Aviv, IsraelOpen source
- X4x402.org10EdTech
Open source
Truebloom8Agentic AISan Francisco, United StatesOpen source
Helixaai8Foundation ModelOpen source
- GEGeniA6Agentic AI
Open source · Self-hostable
360sprint4Agentic AITel Aviv, IsraelOpen source
TinyFish3Artificial IntelligenceSan Francisco, United StatesOpen source
- ThebabrainAI Search Engine
Open source
Consensus360AI Search EngineOpen source
CaddioAI Search EngineTel Aviv, IsraelOpen source
GenoryxFoundation ModelOpen source
CiteranksAI Search EngineOpen source
PaperswanAI Search EngineSan Francisco, United StatesOpen source
ChamsAI InfrastructureOpen source
GhoztAgentic AIOpen source
MondonFoundation ModelOpen source
CrelixFoundation ModelOpen source
| Company | Sector | License | HQ | Funding | Score |
|---|---|---|---|---|---|
| Noumena AI | Agentic AI | Open source | תל אביב - יפו, Israel | — | 35 |
| Quantty | Foundation Model | Open source | — | — | 15 |
| LlamaAi (DefiLlama) | Fintech | Open source | — | — | 10 |
| Hockit | AI Search Engine | Open source | Tel Aviv, Israel | — | — |
| Alraidc | Foundation Model | Open source | — | — | — |
| Fastclaude | AI Search Engine | Open source | — | — | — |
| Knowql | AI Search Engine | Open source | — | — | — |
| Johnhopebryant | Fintech | Open source | — | — | — |
| Theclearpoint | Agentic AI | Open source | — | — | — |
| Cybersecurity | Open source | — | — | — | |
| Onelytix | Innovation | Open source | — | — | — |
| Global Exams | EdTech | Open source | — | — | — |
| Fenger | Fintech | Open source | Tel Aviv, Israel | — | — |
| OpenAI | Artificial Intelligence | Open source | San Francisco, United States | $493.9B | 83 |
| Perplexity AI | Search Engine | Open source | San Francisco, United States | $591.4M | 71 |
| TwelveLabs | Video Intelligence | Open source | San Francisco, United States | $68.0M | 64 |
| Weights & Biases (W&B) | MLOps | Open source | San Francisco, United States | $521.0M | 63 |
| Pola.rs | AI Search Engine | Open source | Tel Aviv, Israel | $26.0M | 63 |
| Vectara | Agentic AI | Open source | Palo Alto, United States | $40.0M | 60 |
| Composio | Agentic AI | Open source | San Francisco, United States | $50.0M | 59 |
| April | Fintech | Open source | New York, United States | $78.0M | 57 |
| Tavily | Generative AI | Open source | Tel Aviv, Israel | $5.0M | 57 |
| CHAI: AI Platform | AI Infrastructure | Open source | Palo Alto, United States | $3.7M | 56 |
| Cajal | B2B | Open source | San Francisco, United States | $4.5M | 55 |
| KiloClaw | Artificial Intelligence | Open source · Self-hostable | — | — | 54 |
| giniX | Generative AI | Open source | Tel Aviv, Israel | — | 54 |
| Twelve Labs | Video AI | Open source | San Francisco, United States | $62.0M | 51 |
| Isacus | LegalTech | Open source | Tel Aviv, Israel | $700K | 46 |
| GitHits | Developer Tools | Open source · Self-hostable | Helsinki, Finland | $1.5M | 44 |
| ScaleKit | MLOps | Open source | San Francisco, United States | $5.5M | 42 |
| Haystack | AI Search Engine | Open source | San Francisco, United States | $10.0M | 42 |
| Briefbridge | AI Search Engine | Open source | Tel Aviv, Israel | $1.5M | 36 |
| Answers | AI Search Engine | Open source | San Francisco, United States | $1.5B | 36 |
| Firstprinciplesgtm | Agentic AI | Open source | San Francisco, United States | — | 33 |
| Andraste | Agentic AI | Open source | San Francisco, United States | — | 32 |
| Biolinked | AI-Driven Protein Design | Open source | Tel Aviv, Israel | — | 21 |
| RE23 | Real Estate | Open source | New York, United States | — | 20 |
| P3rsona | AI Infrastructure | Open source | — | — | 18 |
| Agentic AI | Open source | Tel Aviv, Israel | — | 14 | |
| Search House AI | AI Search Engine | Open source | Tel Aviv, Israel | — | 14 |
| GPT Researcher | Agentic AI | Open source | — | — | 13 |
| Modelglass | AI Infrastructure | Open source | Sydney, Australia | — | 12 |
| Langchain-Chatchat | Open Source | Open source · Self-hostable | — | — | 11 |
| lIdée | AI Search Engine | Open source | Tel Aviv, Israel | — | 10 |
| X4x402.org | EdTech | Open source | — | — | 10 |
| Truebloom | Agentic AI | Open source | San Francisco, United States | — | 8 |
| Helixaai | Foundation Model | Open source | — | — | 8 |
| GEGeniA | Agentic AI | Open source · Self-hostable | — | — | 6 |
| 360sprint | Agentic AI | Open source | Tel Aviv, Israel | — | 4 |
| TinyFish | Artificial Intelligence | Open source | San Francisco, United States | — | 3 |
| AI Search Engine | Open source | — | — | — | |
| Consensus360 | AI Search Engine | Open source | — | — | — |
| Caddio | AI Search Engine | Open source | Tel Aviv, Israel | — | — |
| Genoryx | Foundation Model | Open source | — | — | — |
| Citeranks | AI Search Engine | Open source | — | — | — |
| Paperswan | AI Search Engine | Open source | San Francisco, United States | — | — |
| Chams | AI Infrastructure | Open source | — | — | — |
| Ghozt | Agentic AI | Open source | — | — | — |
| Mondon | Foundation Model | Open source | — | — | — |
| Crelix | Foundation Model | Open source | — | — | — |