Exa vs Finnhub: full comparison for 2026
Quick verdict
Exa (4.2/5) edges ahead of Finnhub (3.7/5) overall. Exa is the better choice for RAG and agent developers needing semantic news retrieval. Finnhub is the stronger option for personal fintech projects needing news and prices from one key. The right pick depends on your budget, how much history you need and whether you need full text.
Exa vs Finnhub: head-to-head summary
| Criterion | Exa | Finnhub |
|---|---|---|
| Founded | 2021 | 2018 |
| HQ | San Francisco, USA | New York, USA |
| Team size | 51–200 | Not publicly disclosed |
| Rating | 4.2 / 5 | 3.7 / 5 |
| Primary differentiator | Search by meaning with page text returned in the same request | A 60-calls-a-minute free key covering company news and market data |
| Pricing model | Pay per request; free monthly credit | Free key; paid market-data bundles |
| Entry price | $7 per 1,000 searches | Varies by data bundle |
| Formats & SDKs | REST API, JSON, Python SDK | REST API, JSON, WebSocket |
| Typical uses | AI & LLM apps, Research & academia | Financial services, Research & academia |
Exa vs Finnhub: overview
Exa
Exa Labs started in San Francisco in 2021 as Metaphor, founded by Will Bryk and Jeff Wang, and raised an $85 million Series B led by Benchmark in September 2025. It runs its own web index searched by meaning, so a query like "startups cutting cloud costs" can match articles that never use those words. Set the category to news and ask for contents, and one request returns cleaned text you can drop into a prompt. As of 2026 search costs $7 per 1,000 requests with contents for the top 10 results included, and new accounts start with $20 of credit. SDKs cover Python and TypeScript, and an official MCP server plugs it into agent tools. It is a search engine at heart, so expect weaker coverage of small regional outlets and fuzzier publication dates than a dedicated news API gives.
Finnhub
Finnhub is a New York fintech founded in 2018, according to CB Insights, with staff reported in New York, Mumbai, Sydney and Ho Chi Minh City. It sells stock, forex and crypto data over REST and WebSocket, and news is one endpoint among many. The free key is generous on rate (60 calls a minute) and returns a year of North American company news plus general market headlines, but it is for personal, non-commercial use, and low-latency news streaming is a premium feature. Official SDKs cover Python, Go, JavaScript and more. Commercial bundles are priced on the site, with All-in-One listed at $1,000 a month.
Features: Exa vs Finnhub
| Capability | Exa | Finnhub |
|---|---|---|
| Full article text | ✓ | ✗ |
| Historical archive | ✗ | ✗ |
| NLP enrichment | ✗ | ✗ |
| Story/event clustering | ✗ | ✗ |
| Official SDK | ✓ | ✓ |
| Streaming or webhooks | ✗ | ✓ |
| Free access | ✓ | ✓ |
Formats and SDKs: Exa vs Finnhub
| Format / SDK | Exa | Finnhub |
|---|---|---|
| REST API | ✓ | ✓ |
| Python SDK | ✓ | ✓ |
| Node.js SDK | ✓ | ✓ |
| Webhooks | N/A | N/A |
| WebSocket | N/A | ✓ |
| MCP server | ✓ | N/A |
| S3/bulk delivery | N/A | N/A |
| BigQuery | N/A | N/A |
Pricing comparison: Exa vs Finnhub
| Criterion | Exa | Finnhub |
|---|---|---|
| Entry price | $7 per 1,000 searches | Varies by data bundle |
| Pricing model | Pay per request; free monthly credit | Free key; paid market-data bundles |
| Access models | Free tier, Pay-as-you-go, Enterprise contract | Free tier, Monthly plans |
| Price transparency | Public price | Quote only |
| Price tier | Budget | Enterprise / quote |
Who each API suits: Exa vs Finnhub
| Dimension | Exa | Finnhub |
|---|---|---|
| Buyer type | Individuals to enterprise | Individuals to enterprise |
| Typical uses | AI & LLM apps, Research & academia | Financial services, Research & academia |
| Example use cases | Grounding chatbot answers in recent articles. Research agents gathering background on a topic. | Company news in a personal stock screener. University fintech assignments. |
| How you get access | Free tier | Free tier |
Exa vs Finnhub: pros and cons
| Exa | |
|---|---|
| + | Finds relevant coverage that keyword queries miss |
| + | Contents come with results, so there is no second fetch-and-parse step |
| + | An MCP server and Python and TypeScript SDKs are official |
| + | Pay per request with no monthly minimum |
| - | No source taxonomy, sentiment or story clusters |
| - | Publication dates come from crawl metadata and can be off |
| - | Monitoring thousands of queries a day gets expensive |
| Finnhub | |
|---|---|
| + | The free rate limit is high for a no-cost key |
| + | News, quotes and fundamentals share one key |
| + | Official SDKs in many languages |
| + | WebSocket for streaming quotes |
| - | Headlines and summaries only |
| - | Free key is non-commercial |
| - | Low-latency news costs extra |
Who should choose Exa?
A typical fit: grounding chatbot answers in recent articles.
Search by meaning with page text returned in the same request. Paid access starts at $7 per 1,000 searches. Typical uses: AI & LLM apps, Research & academia.
Who should choose Finnhub?
A typical fit: company news in a personal stock screener.
A 60-calls-a-minute free key covering company news and market data. Paid access is quote-based. Typical uses: Financial services, Research & academia.
Decision matrix: Exa vs Finnhub
| Your situation | Recommended choice |
|---|---|
| You want to start free before paying | Both |
| Your budget is at the lower end | Exa |
| You need full article text in the response | Exa |
| You need years of historical news | Neither offers a deep archive |
| You want an official SDK | Both |
| You are wiring news into an LLM agent | Exa |
Use case fit: Exa vs Finnhub
| Use case | Exa fit | Finnhub fit | Winner |
|---|---|---|---|
| AI & LLM apps | Strong | Limited | Exa |
| Research & academia | Strong | Strong | Both equally |
| Financial services | Limited | Strong | Finnhub |
Verdict: Exa vs Finnhub
Exa (4.2/5) is the stronger overall choice as a news data source. Search by meaning with page text returned in the same request.
Finnhub (3.7/5) is worth a look if you need university fintech assignments. If your situation matches that, Finnhub is a competitive option.
Related comparisons
Exa vs Finnhub FAQ
Is Exa better than Finnhub?
Exa (4.2/5) scores higher overall, but "better" depends on your use case. Exa's strongest advantage: finds relevant coverage that keyword queries miss. Finnhub's strongest advantage: the free rate limit is high for a no-cost key.
How do Exa and Finnhub differ in pricing?
Exa: pay per request; free monthly credit, with paid access from $7 per 1,000 searches. Finnhub: free key; paid market-data bundles, priced by quote. Both offer some free access for testing.
Which is better for enterprise: Exa or Finnhub?
Exa sells enterprise contracts with negotiated volume and SLA terms. Neither carries licensed publisher content, so check copyright terms before republishing anything.
What are the main differences between Exa and Finnhub?
What sets Exa apart: search by meaning with page text returned in the same request. What sets Finnhub apart: a 60-calls-a-minute free key covering company news and market data. They also differ on entry price ($7 per 1,000 searches vs Varies by data bundle) and typical uses (AI & LLM apps, Research & academia vs Financial services, Research & academia).
Verify all details directly with each API before making a decision.