Head to head · Market prices · October 2026 research run

Databento vs TickerLayer

TickerLayer scores 71.5 (BB) on agent readiness against Databento's 60.3 (C), and leads in 3 of 7 scored categories. Databento leads on security & auth, maintenance & community and transparency & trust. Both do market prices. TickerLayer accepts x402. Databento doesn't.

Best financial market data APIs for AI agents · All 78 markets comparisons

Which one, for what

Databento C

Best for An agent that needs exchange-level trades, quotes, order book and bar data for US and European futures, options and equities, or corporate actions and a security master, and can budget per GB.

Ahead on

  • Security & auth, 61 against 49
  • Maintenance & community, 84 against 79
  • Transparency & trust, 49 against 38

Watch for

Two critical and several major incidents on the status page in the 90 days to 3 November 2026, mostly Historical API outages and batch job delays

TickerLayer BB

Best for An agent that needs latest prices, bars and market hours across stocks, forex, crypto, indices, ETFs, commodities, bond yields and perpetual futures from one schema, and wants to pay per call without an account.

Ahead on

  • Reliability, 70 against 50
  • Schema & documentation, 88 against 75
  • Payments & pricing, 92 against 22

Also in its favour

  • Agent-ready, a grade of BB or better
  • An agent can pay per call over x402, with no account
  • Free to start without a card

Watch for

The data is derived and indicative from unnamed non-exchange sources, and no page says it is licensed from an exchange

Why the edge

Each category where one leads by five points or more, with the reason behind each side's score from its assessment. The numbers are in the table below; this is what they stand for.

Payments & pricing TickerLayer +70

Databento 22

No x402, MPP or L402 (0). Plans are public ($199, $1,750 and $4,500 a month) and historical data is metered per GB, but the per-dataset rates are in the portal catalogue behind a login and the pricing page's estimator shows only an example (12 of 20). $125 of credits for every new user, expiring after six months; whether a card is needed at signup was not found on the pricing, credits or billing pages (10 of 20). A person signs up in a browser and creates keys in the portal; no key API (0). Total 22.

TickerLayer 92

x402 on the vendor's own gateway, x402.tickerlayer.com, for 41 GET routes. That is six routes for each of stocks, forex, crypto, indices, ETFs and commodities, plus bond yields and four market-calendar routes. Perpetuals, Futures CFDs, the add-ons, the symbol catalogue and WebSocket need a key. Between massive's 30 for US stock routes only and financial-datasets' 35 for every documented data endpoint (32 of 40). Per-call x402 prices from 0.01 to 0.10 USDC in the catalogue and docs, and plan prices per feed on the pricing page, all without a login (20). A Free plan of 3,000 REST calls every 30 days with 'no card', per llms.txt (20). An agent with a funded Base wallet pays per call with no account or key (20). 32+20+20+20 = 92.

Reliability TickerLayer +20

Databento 50

Graded as a hosted service. Atlassian Statuspage at status.databento.com with ten components, Portal, Historical, FTP and seven live feeds (20). The incident feed for the 90 days to 3 November 2026 lists a critical outage of the portal and Historical API on 6 August lasting about eight hours, critical live authentication timeouts in NY4 on 28 August for about seven hours, major batch job delays of about two days each opened on 6 and 12 October, a six-hour GLBX.MDP3 delay in the Historical API on 6 October, and a Frankfurt outage affecting XEUR and XEEE opened on 2 November and still in monitoring. Several majors (0 of 30). Per-IP limits are published with numbers (15). 429 with a Retry-After header and a code to sleep on it; streams cut off aren't billed for unsent data, batch jobs are billed once (15). No SLA found; the pricing page names none and the terms were unreadable (0). The HTTP API is at major version 0 and the docs say it is not considered stable (0 of 10). Total 50.

TickerLayer 70

Read with the hosted lines, on the REST API. status.tickerlayer.com is an UptimeRobot page linked from the site header (20). Its monitors and history load by script from /api/, which its robots.txt disallows, so no incident record was read, as for eodhd and apitemplate-io (5). Limits are published with numbers, 10 requests a second per account on Free and Individual, 100 on Business, and monthly call quotas per feed (15). The OpenAPI file's 429 carries Retry-After and a body with retryAfterMs, resetsAt and a code that separates the per-second limit from the monthly quota, and every response has carried X-RateLimit-Limit and X-RateLimit-Remaining since 14 September 2026. Every data operation is a GET, and x402 retries with the same payment identifier return the stored response (15). An SLA is named only for Enterprise under a written agreement and as 'partially available' on Business, with no published terms or figure, and the terms of use promise no uptime. Financial-datasets took 10 for SLAs listed on a self-serve plan, so this is half (5 of 10). No beta or preview label on the REST API, the MCP server or the x402 gateway (10). 20+5+15+15+5+10 = 70.

Schema & documentation TickerLayer +13

Databento 75

No OpenAPI document was found. The contract is the per-endpoint reference with typed parameters, the DBN schemas with field tables and enums, and a .http.md variant of every page (8 of 25). llms.txt and a Markdown twin of every page with language variants (10). Endpoint pages say what each call returns and the basics pages say when to use streaming against batch (15 of 20). Typed parameters with enums for schema, encoding, symbology type and split duration (13 of 15). Code in Python, C++, Rust and curl on every page, and an error table with codes, named error identifiers and a docs link in each body (14 of 15). Semantic versioning with dated release notes per component, breaking changes and deprecations called out (15). Total 75.

TickerLayer 88

OpenAPI 3.1 at tickerlayer.com/openapi.json (TickerLayer Market Data API 1.0.0, about 386,000 characters), read in its first 100,000 and last 96,000 characters, with summaries, descriptions, tags and examples on the operations read and shared 400, 401, 403, 404, 429 and 503 responses. The WebSocket is described in prose only and the hosted MCP tool schemas weren't read (23 of 25). llms.txt, llms-full.txt and a Markdown twin of every docs page (10). Operation descriptions state purpose and plan gating, and the vendor's skill says which MCP tool to use for each question and when not to, such as get_quote not being the tool for a price. Financial-datasets took 17 (17 of 20). Enums on interval, multiplier, timespan and sort, format: date on dates, bounded limit, required path parameters, as for massive (13 of 15). Examples on most parameters and responses, one Error schema with ten fields and documented codes, but the codes appear only as example values with no enum or table (13 of 15). A dated changelog of the last 50 changes, 8 September to 6 November 2026, but no version in the REST paths ('no /v1/') and the spec at 1.0.0. Above twelve-data's 10 for monthly updates and below massive's 15 for versioned paths (12 of 15). 23+10+17+13+13+12 = 88.

Security & auth Databento +12

Databento 61

Named API keys, up to 100 per account, rotated or deleted in the portal, with per-member permissions, sent only as the Basic auth username; no scopes per key and no expiry (25 of 30). Every API call is a read, and a monthly historical limit caps what a leaked key can spend; live usage is not capped (14 of 20). The API returns market data and reference records, not free text from third parties (10). A data usage page in the portal and a billing page per cycle, with no per-key call log documented (8 of 15). The vendor revokes keys it finds in public and documents key hygiene; security.txt returns 404 and no bounty, SOC 2 or ISO 27001 was found on readable pages (4 of 20). Total 61.

TickerLayer 49

A plain account key with no scopes, shown once and replaced by regenerating it in the dashboard (20). The OpenAPI file defines an apiKey query parameter as a 'compatibility fallback', and the WebSocket takes the key only in its URL, so 10 off. The MCP server adds OAuth 2.1 with PKCE S256, dynamic registration, refresh tokens, a revocation endpoint and one scope, market.read. Twelve-data took 18 on the same pattern, one less here because the WebSocket has no header option (17 of 30). Every operation reads data, and the OAuth scope is read-only, as for twelve-data and financial-datasets (15 of 20). Responses are prices, bars, symbols, calendars and yields. There is no news feed, and SignalPoint signals are structured fields, so no untrusted text reaches the agent (10 of 15). Rate-limit headers on every response, quota 429s that state the limit and when it renews, and a dashboard list of WebSocket connections with source IP, key and how each ended (24 October 2026). No per-call REST log for the key holder was found, though the privacy policy says request logs are kept (7 of 15). security.txt answered a client error, and no disclosure policy, bug bounty, SOC 2 or ISO 27001 was found (0 of 20). 17+15+10+7+0 = 49.

Transparency & trust Databento +11

Databento 49

A closed service whose terms could not be read, because databento.com/legal and its /terms and /privacy pages are drawn by script; the client libraries are Apache-2.0 (10 of 30). The privacy policy was unread for the same reason, and the docs say nothing about retention of account data (0 of 30, unchecked). Dated release notes carry deprecations, and the versioning policy keeps a prior major version for a year after the next (18 of 20). No subprocessor list or data location statement was found on readable pages; the architecture docs name the company's own data centres (0 of 20). Total 28.

TickerLayer 38

The editorial half. A closed service whose terms of use, user agreement and market data disclaimer (all effective 3 November 2026) set out internal, commercial and redistribution rights by plan and a liability cap. They name no legal entity, address or governing law, so the contracting party is unknown. The plugin and npm client are MIT. Soldfetch took 10 in the same position (10 of 30). The privacy policy keeps WebSocket connection records for 7 days but gives no period for request and tool-call logs or account data after closure, says nothing on model training, names no transfer mechanism and has no DPA (12 of 30). No deprecation policy. The terms allow MCP tools to change 'with reasonable notice where practical' and the user agreement promises notice before a plan is materially reduced, and the changelog records changes after the fact. Kite took 4 (4 of 20). Subprocessors are given only as categories (hosting, authentication, card and crypto payments, email, an AI model for support replies), with analytics vendors deferred to the cookie policy, no data locations, and no named data suppliers (4 of 20). 10+12+4+4 = 30. The provenance half is computed from the provenance block.

Maintenance & community Databento +5

Databento 84

Python 0.89.0 on 28 October 2026 and data release notes dated 20 October (30). Python 0.85.0 (25 August), 0.86.0 (1 September), 0.87.0 (22 September), 0.88.0 (21 October) and 0.89.0, plus Rust 0.64.0 and C++ 0.69.0 on 27 October and four dated data notes since 8 August (20). A Slack community, Intercom chat, support@databento.com, a public roadmap and a public issue tracker linked from the release notes; GitHub issue replies were not read because the GitHub API rate limit was reached (12 of 15). Official clients in Python, C++ and Rust released the same week as each other (15). The Python client is Apache-2.0 with releases on GitHub and PyPI; CI and dependency pins were not checked (7 of 10). Total 84.

TickerLayer 79

Read as a closed service. The newest changelog entry is 6 November 2026, a bond yield curve endpoint (30). 50 dated changelog entries from 8 September to 6 November 2026 (20). A public changelog, a consultation form, info@tickerlayer.com and a support chat, all untested, with no community channel and no issues on the plugin repository read. Massive and twelve-data took 10 (9 of 15). Official clients for JavaScript or TypeScript (npm) and Python (PyPI), both 0.1.0 from 20 October 2026, and an MCP registry entry under the verified namespace com.tickerlayer (15). The npm package has no dependencies or install hooks but no repository field, the clients' source isn't public and no CI is visible (5 of 10). 30+20+9+15+5 = 79.

Score by category

CategoryWeight this runDatabentoTickerLayerEdge
Reliability16%205070TickerLayer +20
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.27588TickerLayer +13
Agent ergonomics13%16.28079Databento +1
Security & auth14%17.56149Databento +12
Payments & pricing10%12.52292TickerLayer +70
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.88479Databento +5
Transparency & trust7%8.84938Databento +11
Negative events≤1500
TotalC 60.3/100BB 71.5/100

Facts side by side

FactDatabentoTickerLayer
KindHTTP APIHTTP API
VendorDatabento, Inc.TickerLayer
Hosted endpointhttps://hist.databento.comhttps://mcp.tickerlayer.com/mcp
TransportsHTTPHTTP, Streamable HTTP, websocket
AuthAPI keyOAuth or key
PricingPay per useFreemium
x402noyes, from $0.01/call
LicenceApache-2.0 (clients)Proprietary hosted service under the TickerLayer terms of use, user agreement and market data disclaimer (all effective 3 November 2026), which name no legal entity or governing law. Free and Individual plans are for internal use, Business adds use inside the customer's own product, and redistribution needs a written Enterprise agreement. The agent plugin (github.com/tickerlayer/agent-plugin) and the npm client are MIT
Tools exposednone12
Read-only variant documentednono
llms.txtyesyes
MCP registrynot listedcom.tickerlayer/market-data
Last release2026-10-282026-11-06
Terms last updatedcouldn't be readnot read yet
Privacy policy last updatedcouldn't be readnot read yet
Customer content may train modelscouldn't be readnot read yet
Terms restrict automated accesscouldn't be readnot read yet
Terms restrict benchmarkingcouldn't be readnot read yet
Terms or service can change without noticecouldn't be readnot read yet
Arbitration or class-action waivercouldn't be readnot read yet
Popularity309 starsnone

Verdicts

Databento

Exchange-level tick and order book data metered per GB, with published per-IP rate limits, Retry-After on 429, dated release notes and clients in three languages. The HTTP API is still at major version 0, the status page lists two critical and several major incidents in 90 days, there is no OpenAPI document, and the legal pages were unreadable.

TickerLayer

An agent can read quotes, bars and market hours across eight asset classes through a documented REST API, 12 MCP tools or 41 x402 resources with no account, and 429s carry Retry-After. The data is derived from unnamed non-exchange sources, no operator is named, and the status history couldn't be read.

Before you call either

Databento

  1. Call metadata.get_cost before timeseries.get_range, and set a monthly historical limit in the portal; a duplicate streaming request is charged twice
  2. Send the key as the Basic auth username (-u $DATABENTO_API_KEY:) to hist.databento.com/v0; never put it in the URL or source code
  3. On 429 wait for the Retry-After header; keep under 100 time series requests a second and 20 batch submissions a minute per IP
  4. Check status.databento.com before retrying a slow or 504 Historical request, since several incidents since August were API outages or batch delays
  5. Use batch download for requests over 5 GB, split by time range or limit, and read schema and stype_in from the dataset page before querying

TickerLayer

  1. Write stocks as COUNTRY:TICKER, such as US:KO, and always pass asset_class to the data tools.
  2. If a 429 carries REST_QUOTA_EXCEEDED, stop and tell the user. Waiting doesn't reset the monthly quota.
  3. Present prices as indicative TickerLayer values, never as official exchange prices.
  4. Call get_market_status before you report a quiet symbol as missing data.
  5. Send the key in the x-api-key header, never as the apiKey query parameter.

Questions

Which is better for AI agents, Databento or TickerLayer?

TickerLayer scores 71.5 (BB) on agent readiness against Databento's 60.3 (C), and leads in 3 of 7 scored categories. Databento leads on security & auth, maintenance & community and transparency & trust.

Do Databento and TickerLayer need an API key?

Databento needs an API key. TickerLayer takes an API key or an OAuth sign-in. An agent can also pay TickerLayer per call over x402, with no account.

Can an agent call Databento and TickerLayer without installing anything?

Yes. Databento has a hosted endpoint at https://hist.databento.com and TickerLayer at https://mcp.tickerlayer.com/mcp.

Other comparisons with Databento or TickerLayer

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