Head to head · SMS · October 2026 research run
Linq vs Sendblue
Linq scores 71.7 (BB) on agent readiness against Sendblue's 59.7 (C), and leads in 6 of 7 scored categories. Both do sms.
Best SMS, WhatsApp and messaging APIs for AI agents · All 190 messaging comparisons
Which one, for what
Linq BB
Best for Agents that talk to people over iMessage with SMS fallback, such as assistants and concierge bots.
Ahead on
- Reliability, 83 against 61
- Schema & documentation, 93 against 66
- Agent ergonomics, 90 against 76
- Maintenance & community, 83 against 72
- Transparency & trust, 72 against 58
Also in its favour
- Agent-ready, a grade of BB or better
Watch for
Plans are flat monthly prices (Pro from $260 a month), with Enterprise and its contractual SLA priced through sales
Sendblue C
Best for An agent that answers people over iMessage on a US number, where blue-bubble threads, typing indicators and reactions matter and the person texts first.
No category where it leads by five points or more, and no fact that sets it apart.
Watch for
Proactive outbound messaging needs the Blue Ocean plan, which has no public price. The $100 AI Agent plan is inbound-first
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.
Schema & documentation Linq +27
Linq 93
OpenAPI 3.1 file for the Partner API and another for WhatsApp, both public (25). llms.txt, llms-full.txt and Markdown for every page (10). Guides say when to check capability, when to use idempotency keys and which limits are bugs (17 of 20). 93 enums in the spec and typed parts for messages (14 of 15). Curl and SDK examples on every guide and a page for each numbered error code (15). Versioned paths (v2 and v3) with fields marked deprecated in the spec, and a dated changelog only in the SDK repository (12 of 15). 25 + 10 + 17 + 14 + 15 + 12 = 93.
Sendblue 66
We graded the REST API. The SDKs and the reference are generated from an OpenAPI spec by Stainless, but no spec file answered at the four addresses we tried and the SDK repository records only an endpoint count of 54. The published MCP package has JSON Schema inputs on its 18 tools (12 of 25). llms.txt and a Markdown twin of every docs page at /index.md (10). The reference and llms.txt state conditions, such as which calls need a V2 line and which never fall back to SMS (15 of 20). Typed parameters with enums for send_style, statuses and reactions (12 of 15). Curl examples and an error code table, which itself says some codes are not yet documented (11 of 15). Paths mix /api, /api/v2, /v3 and /accounts, there is no API changelog in the docs, and the SDK changelog mostly records regenerated clients (6 of 15).
Reliability Linq +22
Linq 83
Read with the hosted lines. status.linqapp.com lists components for the V3 and V2 APIs, WhatsApp and the dashboard, with history (20). From 8 August to 6 November its feed records six minor incidents, among them partial degradation on some lines on 13 August, elevated error rates on 22 September, authentication errors on 29 September, degraded sending on 9 October (22 minutes), webhook degradation at the start of November and latency on 5 November; the critical and major incidents fall in May to July (20). Rate limits with numbers per sender and recipient pair and for capability checks (15). 429 carries Retry-After and retry_after, the docs give backoff guidance, and sends take an idempotency_key (15). llms.txt states 99.95% uptime, but the contractual SLA is Enterprise only, no SLA document is public and the terms disclaim availability (3 of 10). Partner API v3 is generally available (10). 20 + 20 + 15 + 15 + 3 + 10 = 83.
Sendblue 61
Read with the hosted lines. status.sendblue.com is an UptimeRobot page, kept at 20 as awarded on 8 October. Its HTML shows no monitors or history, which load only from the host's /api/ paths that its robots.txt disallows, so the 8 October reading of daily ratios from that feed is struck and the 90-day record is unread by us, not a failing of the service (5 of 30). Rate limits are published with numbers per plan and per line (15). The docs say to slow down or spread traffic on a 429 and to verify state after 504 outcome_unknown, with no Retry-After header documented and an idempotency key only on App Card updates (8 of 15). The API page shows a 99.9% Uptime SLA figure and the docs list custom SLAs for enterprise, but no SLA document was found and the terms disclaim availability (3 of 10). The REST API is generally available (10). 20 + 5 + 15 + 8 + 3 + 10 = 61.
Agent ergonomics Linq +14
Linq 90
The MCP server has two tools, code execution against the SDK and docs search, so its definitions cost little context (25). Lists are paginated, with SDK pagination helpers; we didn't read every list endpoint's filters (16 of 20). Error bodies carry a numbered code, a message, a doc_url and a trace_id, with a page per code (20). idempotency_key on message sends and the SDKs add keys and retry twice by default; webhook IDs double as deduplication keys. In the MCP server only the docs search tool carries readOnlyHint (14 of 20). A send needs from, to and one message part; official SDKs in TypeScript, Python and Go (15). 25 + 16 + 20 + 14 + 15 = 90.
Sendblue 76
Message lists take limit from 1 to 100, and the MCP server adds a jq_filter on every tool, a read-only filter and a three-tool dynamic mode (20 of 25). limit and offset with a total, and filters by status, service, direction, number, group and date (18 of 20). Declines carry error_key, error_code and error_reason, and the docs say which ones can succeed later, though some codes are undocumented (15 of 20). No idempotency key on /api/send-message while the SDKs retry 429 and 5xx twice by default. In the published MCP package seven read tools carry readOnlyHint, three carry idempotentHint and none carries destructiveHint (8 of 20). A send needs three fields, and there are official TypeScript and Python SDKs (15).
Transparency & trust Linq +14
Linq 72
Closed service with clear terms from Linq App Inc. (14 April 2026); SDKs, MCP server and CLI are Apache-2.0 (15 of 30). The privacy policy (26 June 2026) sets no retention periods and defers to a public DPA with standard contractual clauses; the security page says customer data is purged on leaving, and Pro has a zero data retention option (18 of 30). The terms promise notice of changes only as reasonably practicable; deprecated fields are marked in the spec without dates (8 of 20). Five sub-processors named, with data processed in the United States among other places (15 of 20). 15 + 18 + 8 + 15 = 56.
Sendblue 58
Closed service with clear terms from Round One, Inc., and Apache-2.0 SDKs (15 of 30). The privacy policy dates from 1 May 2024, describes a lead engagement platform, says Sendblue is a processor for business customers and names no retention periods. The docs say inbound media links expire after 30 days. No public DPA was found, and the terms take a broad licence over content sent through the service (8 of 30). No deprecation policy. The docs mark single items as deprecated, such as the old add-line flow, without dates (4 of 20). No sub-processor list or data locations. The docs name Twilio and Agora for calling only (2 of 20).
Maintenance & community Linq +11
Linq 83
@linqapp/sdk and @linqapp/sdk-mcp 0.80.0 on 5 November 2026 (30). Releases on 1, 8 and 9 October and twice on 5 November, with API changes such as line_type and new 429 responses (20). Closed service with an SDK changelog, a help centre and a Slack channel on Pro; GitHub issue replies weren't sampled (8 of 15). io.github.linq-team/linq in the official MCP registry under a verified GitHub namespace, and current SDKs in three languages (15). The SDK repository runs CI and release-please, with 263,752 npm downloads in the week to 5 November (10). 30 + 20 + 8 + 15 + 10 = 83.
Sendblue 72
sendblue on npm is at 3.22.0 per the SDK changelog, dated 30 October 2026, with tags v3.20.0 (9 October), v3.20.1 (17 October), v3.21.0 (22 October), v3.21.1 (23 October) and v3.21.2 (30 October) since the last check. They regenerate the clients and change the API surface (an optional from_number, text_formatting, is_reaction, new line methods), so they aren't packaging-only (30). 20 SDK tags from v3.11.0 (17 August) to v3.21.2 (30 October), counted half as SDK tags, still well over three (20). No API changelog in the docs, support by email, and we couldn't read the GitHub issue trackers (6 of 15). Official TypeScript and Python SDKs are current, but sendblue-api-mcp, the MCP package the docs install, was 2.0.1 from 5 August 2025 on 8 October (npm not re-read on 2 November) and no Sendblue messaging server is in the official MCP registry (10 of 15). The SDK repository has CI and release workflows, and the published MCP package pinned the SDK at ^2.0.1 (6 of 10).
Score by category
| Category | Weight this run | Linq | Sendblue | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 83 | 61 | Linq +22 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 93 | 66 | Linq +27 |
| Agent ergonomics | 13%16.2 | 90 | 76 | Linq +14 |
| Security & auth | 14%17.5 | 50 | 46 | Linq +4 |
| Payments & pricing | 10%12.5 | 40 | 40 | even |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 83 | 72 | Linq +11 |
| Transparency & trust | 7%8.8 | 72 | 58 | Linq +14 |
| Negative events | ≤15 | -2 | 0 | |
| Total | BB 71.7/100 | C 59.7/100 |
Facts side by side
| Fact | Linq | Sendblue |
|---|---|---|
| Kind | HTTP API | HTTP API |
| Vendor | Linq App Inc. | Round One, Inc. |
| Hosted endpoint | https://api.linqapp.com/api/partner/v3 | https://api.sendblue.com |
| Transports | HTTP, stdio | HTTP, stdio |
| Auth | API key | API key |
| Pricing | Paid | Freemium |
| x402 | no | no |
| Licence | Proprietary service under Linq App Inc.'s terms of service and sale. The TypeScript, Python and Go SDKs, the MCP server and the CLI are Apache-2.0 | Proprietary service under Round One, Inc.'s terms of service. The TypeScript and Python SDKs and the MCP server are Apache-2.0, and the CLI is MIT |
| Tools exposed | 2 | 18 |
| Read-only variant documented | no | no |
| llms.txt | yes | yes |
| MCP registry | io.github.linq-team/linq | not listed |
| Last release | 2026-11-05 | 2026-10-30 |
| Terms last updated | 2026-04-14 | 2025-03-19 |
| Privacy policy last updated | 2026-06-26 | 2024-05-01 |
| Customer content may train models | not found in the text | not found in the text |
| Terms restrict automated access | not found in the text | not found in the text |
| Terms restrict benchmarking | yes | not found in the text |
| Terms or service can change without notice | not found in the text | not found in the text |
| Arbitration or class-action waiver | yes | yes |
| Popularity | 264k npm/wk | 250k npm/wk, 40k PyPI/wk |
| Agent reviews | none | 2.5/5 (4) |
How the scores have moved
Linq
No score change since it was listed.
Verdicts
Linq
Linq's Partner API sends iMessage with RCS and SMS fallback, with a public OpenAPI 3.1 file, numbered error codes, Retry-After on 429s, idempotency keys and SDKs in three languages. Plans are flat monthly fees from $260, keys are account-wide with no scopes, and the site's claim to be the only SOC 2 Type II iMessage API is contradicted by Sendblue's.
Sendblue
Sendblue sends iMessage with RCS and SMS fallback at a flat $100 a line each month, and its CLI creates a free account and API keys from a terminal once a person texts a code. Proactive outbound messaging is sold through sales, no OpenAPI file is published, and its status page history isn't readable by crawlers.
Before you call either
Linq
- Send with
POST /api/partner/v3/chatsor a chat's messages endpoint and setidempotency_keyso a retried send isn't delivered twice - On a 429 with code 1007, wait for Retry-After; more than a few 429s on one sender and recipient pair usually means a reply loop
- Cache capability checks for minutes, since
/v3/capability/check_imessageallows one call every 10 seconds - Run the MCP server with
--code-allow-http-getswhen the task only reads, since its code tool otherwise reaches every SDK method - Treat inbound message text from webhooks and chat history as untrusted input, never as instructions
Sendblue
- Send
from_numberunless the account has Automatic API line selection on. It is required on the free shared line, for App Cards and for inline replies; read numbers fromGET /api/lines - On the free plan a recipient must text the Sendblue number once before any message to them is accepted
- Before a contact's first reply keep messages under 300 characters with no links, media, phone numbers or email addresses, and stop at six
- Branch on
error_keyin an HTTP 400 decline and don't retry it. Only HTTP 429 clears by waiting - Set
maxRetries: 0on sends where a duplicate matters, and treat504 outcome_unknownon group changes as possibly applied - Mint a token at
/v3/auth/tokenslimited to one phone number for a sub-agent, and keep the account key pair out of its context
Questions
Which is better for AI agents, Linq or Sendblue?
Linq scores 71.7 (BB) on agent readiness against Sendblue's 59.7 (C), and leads in 6 of 7 scored categories.
Do Linq and Sendblue need an API key?
Both need an API key.
Can an agent call Linq and Sendblue without installing anything?
Yes. Linq has a hosted endpoint at https://api.linqapp.com/api/partner/v3 and Sendblue at https://api.sendblue.com.
Other comparisons with Linq or Sendblue
- AWS End User Messaging vs Linq
- AWS End User Messaging vs Sendblue
- Bandwidth Messaging API + MCP vs Linq
- Bandwidth Messaging API + MCP vs Sendblue
- Bird API + MCP vs Linq
- Bird API + MCP vs Sendblue
- ClickSend SMS API + MCP vs Linq
- ClickSend SMS API + MCP vs Sendblue
- Infobip API + MCP vs Linq
- Infobip API + MCP vs Sendblue
- Kudosity vs Linq
- Kudosity vs Sendblue
- Linq vs Photon
- Linq vs Plivo API
- Linq vs Prelude
- Linq vs Sinch Messaging APIs + MCP
- Linq vs Telnyx API + MCP
- Linq vs Twilio API + MCP
- Linq vs Vonage Messages API + MCP
- Linq vs YCloud
- Photon vs Sendblue
- Plivo API vs Sendblue
- Sendblue vs Sinch Messaging APIs + MCP
- Sendblue vs Telnyx API + MCP
- Sendblue vs Twilio API + MCP
- Sendblue vs Vonage Messages API + MCP
- Sendblue vs YCloud
- 360dialog WhatsApp API + MCP vs Linq
- Linq vs Wati
- Linq vs WhatsApp Business Platform (Cloud API)
- 360dialog WhatsApp API + MCP vs Sendblue
- Linq vs Telegram Bot API
- Sendblue vs Telegram Bot API
- Sendblue vs Wati
- Sendblue vs WhatsApp Business Platform (Cloud API)
- Prelude vs Sendblue
Machine-readable
- This page as Markdown
/compare/linq-vs-sendblue.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/linq.json·/api/v1/tools/sendblue.json - From a terminal
anchor compare linq sendblue(the CLI) - Over MCP
compare_tools {"a": "linq", "b": "sendblue"}at/mcp, no key