Exa vs Finnhub: full comparison for 2026
Quick verdict
Exa (4.0/5) edges ahead of Finnhub (3.6/5) overall. Exa is the better choice for RAG and agent builders needing semantic news retrieval. Finnhub is the stronger option for developers who need market data and news 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 | 4.0 / 5 | 3.6 / 5 |
| Primary differentiator | Meaning-based search finds relevant pages even when the keywords differ | Company news bundled with quotes, fundamentals and estimates |
| 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 was founded in 2021 in San Francisco by Will Bryk and Jeff Wang under the name Metaphor, and raised an $85 million Series B led by Benchmark in September 2025. It runs its own embeddings-based web index. A request can be narrowed to the news category and can return cleaned page contents in the same call. As of 2026 the Search endpoint is listed at $7 per 1,000 requests with contents for the first 10 results included, and new accounts get $20 in credit. Exa is a general web search engine first, so small regional outlets and strict publication-date filters are weaker spots than in dedicated news APIs.
Finnhub
Finnhub is a New York fintech founded in 2018, according to CB Insights, that sells stock, forex and crypto data over REST and WebSocket, with staff reported in New York, Mumbai, Sydney and Ho Chi Minh City. News is one feature among many. A free key returns a year of North American company news and general market headlines at up to 60 calls a minute, but it is meant for personal, non-commercial use, and low-latency news streaming is a premium feature. Commercial data bundles are priced on Finnhub's site, with the All-in-One plan listed at $1,000 a month.
Features: Exa vs Finnhub
| Capability | Exa | Finnhub |
|---|---|---|
| Full article text | ✓ | ✗ |
| Historical archive | ✗ | ✗ |
| NLP enrichment | ✗ | ✗ |
| Story/event clustering | ✗ | ✗ |
| Licensed publisher content | ✗ | ✗ |
| 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 LLM answers with recent news pages. Research agents that need the most relevant articles on a topic. | Fintech prototypes that show news beside charts. Student and personal investing projects. |
| How you get access | Free tier | Free tier |
Exa vs Finnhub: pros and cons
| Exa | |
|---|---|
| + | Semantic queries surface coverage that keyword APIs miss |
| + | Search results and page contents come back in one call, which keeps RAG code short |
| + | Official MCP server and SDKs for Python and TypeScript |
| + | No monthly minimum on pay-per-request pricing |
| - | It is a search engine without a source taxonomy, sentiment or story clustering |
| - | Date filters rely on crawl and publish metadata that can be imprecise |
| - | Per-request costs climb fast for high-volume monitoring |
| Finnhub | |
|---|---|
| + | A generous free rate limit of 60 calls a minute |
| + | One key for prices, fundamentals and news keeps fintech prototypes simple |
| + | Official SDKs in many languages |
| + | WebSocket support for streaming quotes |
| - | News is basic, with headlines and summaries but no full text |
| - | The free key is non-commercial |
| - | The low-latency news stream is a premium add-on |
Who should choose Exa?
A typical fit: grounding LLM answers with recent news pages.
Meaning-based search finds relevant pages even when the keywords differ. Paid access starts at $7 per 1,000 searches. Typical uses: AI & LLM apps, Research & academia.
Who should choose Finnhub?
A typical fit: fintech prototypes that show news beside charts.
Company news bundled with quotes, fundamentals and estimates. 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 need licensed premium or wire content | Neither; look at Factiva, AP or LexisNexis |
| 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 (4.0/5) is the stronger overall choice as a news data source. Meaning-based search finds relevant pages even when the keywords differ.
Finnhub (3.6/5) is worth a look if you need student and personal investing projects. If your situation matches that, Finnhub is a competitive option.
Related comparisons
Exa vs Finnhub FAQ
Is Exa better than Finnhub?
Exa (4.0/5) scores higher overall, but "better" depends on your use case. Exa's strongest advantage: semantic queries surface coverage that keyword APIs miss. Finnhub's strongest advantage: a generous free rate limit of 60 calls a minute.
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: meaning-based search finds relevant pages even when the keywords differ. What sets Finnhub apart: company news bundled with quotes, fundamentals and estimates. 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.