Head to head · Model routing · October 2026 research run
Router.com (Ramp Router) vs Tencent Cloud TokenHub
Tencent Cloud TokenHub scores 59.5 (C) on agent readiness against Router.com (Ramp Router)'s 54.3 (C), and leads in 5 of 7 scored categories. Router.com (Ramp Router) leads on payments & pricing and transparency & trust. Both do model routing.
Best model APIs and inference for AI agents · All 529 models comparisons
Which one, for what
Best for Teams in the US that want one key for OpenAI, Anthropic, xAI and open-weight models, with routing to cheaper tiers and per-request cost, and can switch off content recording.
Ahead on
- Payments & pricing, 40 against 35
- Transparency & trust, 64 against 54
Also in its favour
- No incidents deducted, where Tencent Cloud TokenHub loses 3 points for them
Watch for
Ramp-side content recording is on by default and keeps prompts, outputs and tool calls for one year
Best for Teams in or near Tencent Cloud that want one key and bill for Tencent's Hy models and Chinese open-weight models (DeepSeek, Kimi, GLM, MiniMax, Qwen, MiMo) with per-key limits and CNY billing.
Ahead on
- Reliability, 46 against 25
- Schema & documentation, 73 against 58
- Agent ergonomics, 83 against 77
- Security & auth, 71 against 66
- Maintenance & community, 73 against 59
Watch for
Sign-up needs a Tencent Cloud account with real-name verification. The international site answered with a bot check, so access from outside China was not established
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.
Reliability Tencent Cloud TokenHub +21
Router.com (Ramp Router) 25
Hosted reading. No status page found. status.router.com does not resolve, router.com/status answers 404, and neither the docs nor router.com link one (0). No readable incident history (5). No request or token rate limits are published. The docs say limits vary by model and list only technical limits, a 100 MiB body, 15 candidates and 100 keys per user (0). The errors page passes through provider retry-after and retry-after-ms, tells clients to respect them, gives a retry or fallback action for every 4xx and 5xx code, and says a failed fallback candidate is not retried (15). No SLA found. The Router Terms provide the service as is, and Ramp's product schedule says Router documentation creates no service level (0). The public API carries no beta label in the docs, but Ramp's product schedule for its customers heads the Router section 'Early Access' and the docs llms.txt says to treat 'beta pricing, limits' as subject to change (5 of 10).
Tencent Cloud TokenHub 46
Hosted reading. No public status page was found. status.cloud.tencent.com did not answer and the Tencent Cloud health dashboard documentation answered with a bot check (0). With no page there is no incident record to read (5 of 30). The announcements carry one incident, DeepSeek's directly supplied models unavailable from 9:06 to 13:04 Beijing time on 15 October 2026 after a fault at DeepSeek, compensated with vouchers. Rate limits are per model, shown in the console and returned by DescribeModelQuota. The public docs give numbers only for batch jobs (20 created a minute, 10 active), image models (5 concurrent) and DeepSeek V4 Flash and Pro (2,500 and 500 concurrent), with the rules for self-serve increases (8 of 15). Six 429 codes separate RPM, TPM, TPD, concurrency and upstream capacity, 429s may carry Retry-After and the docs advise exponential backoff. No idempotency guidance, though inference calls are not writes (13 of 15). The TokenHub SLA promises 99.5% monthly availability with vouchers of 10, 25 or 50 per cent of the month's fee. It excludes free use and third-party deployed models such as DeepSeek's directly supplied ones (10). Generally available since 7 April 2026, with some models marked preview (10).
Schema & documentation Tencent Cloud TokenHub +15
Router.com (Ramp Router) 58
Router, scored on the API lines. No OpenAPI or other machine-readable contract found. /openapi.json on docs.router.com returns the docs app shell. The API follows the OpenAI and Anthropic wire formats, which this checklist doesn't credit to a router, the same reading as RouterPlus (0 of 25). llms.txt and a Markdown copy of every page at the same path with .md (10). Pages say which endpoint to prefer and why, what isn't served (embeddings, files, batches), which Chat Completions controls return 501, and which workload suits which job (17 of 20). Router-only fields are tabled with types and bounds, the route selector rules are stated (model or models but never both, 1 to 15 candidates), over-limit timeouts are a 400 naming the maximum, and the model list documents a typed router object with a schema_version. Request bodies otherwise follow the upstream formats (12 of 15). curl, OpenAI SDK, Anthropic SDK, LangChain, Vercel AI SDK, LlamaIndex and Pydantic AI examples, and an error reference with a status, code and action for each case (15). Paths sit under /v1 and the model object is versioned, but no API changelog or dated release notes were found (4 of 15).
Tencent Cloud TokenHub 73
Router, scored on the API lines. No OpenAPI file for the inference routes. Field pages document the OpenAI Chat Completions, OpenAI Responses and Anthropic Messages formats as TokenHub implements them, and the control plane is a Tencent Cloud API 3.0 service (version 2026-03-22) with typed parameters, API Explorer and SDKs (12 of 25). An llms.txt at cloud.tencent.com/document/product/1823/llms.txt links a Markdown copy of each docs page (10). The docs say which models support thinking, tools, structured output and caching, how TokenHub departs from each standard protocol, and which DeepSeek model suits which job. The quickstart's examples still use deepseek-v3, which is not in the model list, and Qwen3.5 stays in the list with a past shutdown date (13 of 20). Protocol pages list each field with type, required flag and default, and control-plane parameters carry enums and required flags (10 of 15). Examples in curl, Python, Node.js, Java and Go, and an error page listing 30 codes with HTTP status, cause and fix (14 of 15). Paths carry /v1, release notes are dated monthly from 7 April to 24 October 2026, and the control-plane API has a dated history of 26 releases to 18 September 2026 (14 of 15).
Maintenance & community Tencent Cloud TokenHub +14
Router.com (Ramp Router) 59
Router, read on the model lines for a closed service. The Provider Terms Schedule was updated on 26 October 2026, and the Ramp CLI that ships the router commands released v0.2.82 on 27 October (30). Models carry a deprecated status and the docs list deprecated and retired models, but no notice period is stated, and the Baseten retirement note gives no date and says requests aren't redirected (4 of 12). Provider-specific Baseten ids and several Fireworks models were retired without dates. The API host moved from router-api.ramp.com to api.router.com, and the old host still answers (3 of 8). No public API changelog. Support is a dashboard button and router@ramp.com, not tested (5 of 15). ramp-cli issue replies were not read, because GitHub's API wasn't available to this session (3 of 10). No API SDK. The Ramp CLI (MIT, npm @ramp/router and @ramp/cli at 0.2.82, Homebrew) sets up agents and keys (7 of 15). The CLI repository has CI, build, npm and router-integration workflows and a tests folder, with 41 commit days since 29 July. CI results were not checked (7 of 10).
Tencent Cloud TokenHub 73
Closed service, read on the model lines. The newest release note is dated 24 October 2026 and the price page was updated on 31 October (30). The four retirement notices read gave 21 to 33 days, and eligible callers are switched to a successor at its price. No minimum notice period is written, and DeepSeek-V4.1-Flash (directly supplied) was moved to the 1017 version under the same ids on 17 October 2026 in a notice dated two days later (7 of 12). 18 retirement notices from 21 April to 22 October 2026, 12 of them since 3 August (3 of 8). Dated release notes and announcements, ticket and phone support around the clock and a Q&A community (13 of 15). Replies on the THCLI repository were not sampled (3 of 10). Tencent Cloud SDK 3.0 in several languages covers the control plane and tencent-tokenhub-cli 1.0.2 was published on 30 October 2026. No inference SDK of its own (12 of 15). The CLI has four releases since 15 September 2026, lists no runtime dependencies and needs Node.js 18 or later. CI not checked (5 of 10).
Transparency & trust Router.com (Ramp Router) +10
Router.com (Ramp Router) 64
Closed service under the Router Terms of Service of 31 August 2026, which bar reselling access and building a competing service. The CLI is MIT (16 of 30). The docs FAQ states the one-year default recording, the opt-out and the PII step. The Router Privacy Notice of 19 August 2026 says an account 'can be configured' not to retain content, without naming the default or the one-year period, and every link to it answers 301 to Ramp's general privacy policy. The superseded pilot terms kept data a year and allowed training on de-identified versions (16 of 30). No deprecation policy found. The Terms let Ramp add or remove models at any time, and model retirements in the docs carry no dates (5 of 20). The Provider Terms Schedule names each provider with its training and retention terms, and the FAQ says all models run on US infrastructure. No Router subprocessor list was found (13 of 20).
Tencent Cloud TokenHub 54
Closed service under the TokenHub Terms of Service (effective 14 September 2026), the SLA (23 April 2026), a special note on third-party deployed models and the Tencent Cloud Service Agreement, naming Tencent Cloud Computing (Beijing) Co., Ltd. The CLI is Apache-2.0 (18 of 30). The terms and the FAQ agree that inputs are processed on the customer's instructions and not used for training, and clause 2.14 limits retention to what the service needs without periods. The TokenHub privacy policy on privacy.qq.com renders only with JavaScript and was not read (15 of 30). Dated retirement notices, shutdown dates in the model list, a pre-offline status in /v1/models and a DiscontinuedAt field in the control API. Clause 6.3 refunds paid, unused tokens when a third-party model is removed. No minimum notice period is written (13 of 20). Clause 2.13 places processing generally in mainland China for the China site and in Singapore for the international site, and the third-party model list names DeepSeek's Hangzhou company with a link to its terms. No subprocessor list was found (13 of 20).
Agent ergonomics Tencent Cloud TokenHub +6
Router.com (Ramp Router) 77
Router, read on the model lines (tool use, structured output, caching, context, batch, SDKs, errors). Tools pass through on Responses, Messages and Chat Completions, and GET /v1/models reports tools.supported and parallel per model, with null where Router doesn't know. Behaviour depends on the model (16 of 20). The docs say JSON Schema output is expected to work across providers subject to model support, and each model carries a structured_outputs flag. A request the provider can't represent is a 501 (12 of 15). Cache read and write prices per model, a prompt_cache_key session lease of 5 or 30 minutes that keeps a session on the provider with a warm cache, and cache_control on Messages (14 of 15). Contexts up to 1,050,000 tokens on GPT-6.1 Sol and 1,048,576 on Kimi K3, a judgement call since a router has no default model (15). No batch route; the docs say Router doesn't serve batches (0 of 10). No SDK of its own. The OpenAI and Anthropic SDKs work with a changed base URL, framework setups are documented, and the MIT Ramp CLI configures six coding agents (5 of 10). Typed codes for every error, a limit object naming the cap and who set it, an all-candidates-failed summary, request and trace ids on every response and the serving provider in a header (15).
Tencent Cloud TokenHub 83
Router, read on the model lines. Function calling is marked on most chat models in the model list, with behaviour depending on the model routed (14 of 20). Structured output is marked per model and missing on the MiniMax and Qwen models, and an unsupported response_format returns code 400006 (12 of 15). Cache-hit prices are published per model, Kimi K3.1 Pro lists five-minute and one-hour cache writes, and a guide covers prompt_cache_key and the X-Session-ID header for instance affinity (14 of 15). Most listed chat models have contexts of one million tokens, a judgement call since a router has no default model (15). Batch at half price covers only Hy3 and Hy4 preview, reads and writes JSONL in the customer's own COS bucket and is documented for the Guangzhou endpoint (5 of 10). No TokenHub inference SDK. The OpenAI and Anthropic SDKs work with a changed base URL, and Tencent Cloud SDK 3.0 and the thcli CLI cover the control plane (8 of 10). Errors return a code, English and Chinese messages, the source, the upstream code and status and a request ID, and stream errors arrive as SSE error frames (15 of 15).
Security & auth Tencent Cloud TokenHub +5
Router.com (Ramp Router) 66
Router, read on the model lines. Router keys are shown once, can expire, carry lifetime or periodic spend caps, can be locked, unlocked or revoked, and each key has its own model set and default workload. No permission scopes or programmatic rotation were found (24 of 30). The docs FAQ says Ramp-side content recording is on by default and keeps inputs, outputs and tool calls for one year for debugging, semantic analysis and product improvement, with detected personal data removed before product use. The Provider Terms Schedule marks six providers as not training on Router traffic and TypeSafe as 'Not prohibited' (6 of 20). Recording can be switched off account-wide, propagating asynchronously and without deleting existing archives, and flagged content may still be kept up to 30 days. The schedule lists zero data retention for Ramp-provided connections, except up to 30 days for OpenAI GPT-5.5 and later and for Claude Fable 5 and 5.1 (10 of 15). Logs show model, provider, status, tokens, cost, latency, fallback candidates, credential source and routing decisions per request, with usage export to S3 for Router Admins (14 of 15). A valid security.txt on router.com points to Ramp's security address. Ramp's SOC 2 and ISO 27001 reports, per the ramp listing's 8 October check, were not shown to cover Router, which is a separate product under its own terms. No bug bounty found (12 of 20).
Tencent Cloud TokenHub 71
Router, read on the model lines. Bearer keys can be limited to chosen models and inference services, up to 200 source IP ranges and daily, monthly or total token quotas, can be disabled or deleted, and can be created in code through CreateApiKey with signed Tencent Cloud credentials. Keys are long-lived with no expiry setting or built-in rotation (26 of 30). Clause 2.17 of the terms says inputs are not used to train Tencent Cloud's own models, and the FAQ says data is not used for training. Inputs to third-party deployed models (DeepSeek's directly supplied ones) go to DeepSeek under its terms (14 of 20). Clause 2.14 keeps data only as long as the service needs, with no periods stated. When a customer asks for generated content without AI labels, Tencent Cloud keeps logs of who received it for at least six months. No zero-retention option was found (7 of 15). Per-call audit logs (request ID, key, client IP, status, tokens, latency) and optional full call logs go to the customer's CLS, billed separately, with usage by key and a monitoring dashboard (14 of 15). No security.txt on cloud.tencent.com, www.tencent.com or tokenhub.tencentmaas.com (404). Tencent's bug bounty through TSRC lists Tencent Cloud in scope. No certification for TokenHub was checked (10 of 20).
Score by category
| Category | Weight this run | Router.com (Ramp Router) | Tencent Cloud TokenHub | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 25 | 46 | Tencent Cloud TokenHub +21 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 58 | 73 | Tencent Cloud TokenHub +15 |
| Agent ergonomics | 13%16.2 | 77 | 83 | Tencent Cloud TokenHub +6 |
| Security & auth | 14%17.5 | 66 | 71 | Tencent Cloud TokenHub +5 |
| Payments & pricing | 10%12.5 | 40 | 35 | Router.com (Ramp Router) +5 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 59 | 73 | Tencent Cloud TokenHub +14 |
| Transparency & trust | 7%8.8 | 64 | 54 | Router.com (Ramp Router) +10 |
| Negative events | ≤15 | 0 | -3 | |
| Total | C 54.3/100 | C 59.5/100 |
Facts side by side
| Fact | Router.com (Ramp Router) | Tencent Cloud TokenHub |
|---|---|---|
| Kind | Model router | Model router |
| Vendor | Ramp | Tencent Cloud |
| Hosted endpoint | https://api.router.com/v1 | https://tokenhub.tencentmaas.com/v1 |
| Transports | HTTP | HTTP |
| Auth | API key | API key |
| Pricing | Pay per use | Pay per use |
| x402 | no | no |
| Licence | Closed service under the Router Terms of Service (last updated 31 August 2026). The Ramp CLI that configures coding agents for Router is MIT. | Proprietary service under the TokenHub Terms of Service, the TokenHub SLA and the Tencent Cloud Service Agreement, with a special note for third-party deployed models. The tencent-tokenhub-cli package is Apache-2.0 |
| Read-only variant documented | no | no |
| llms.txt | yes | yes |
| Last release | 2026-10-27 | 2026-10-24 |
| Terms last updated | couldn't be read | couldn't be read |
| Privacy policy last updated | couldn't be read | couldn't be read |
| Customer content may train models | couldn't be read | couldn't be read |
| Terms restrict automated access | couldn't be read | couldn't be read |
| Terms restrict benchmarking | couldn't be read | couldn't be read |
| Terms or service can change without notice | couldn't be read | couldn't be read |
| Arbitration or class-action waiver | couldn't be read | couldn't be read |
| Popularity | 1.7k npm/wk | 204 npm/wk |
How the scores have moved
Tencent Cloud TokenHub
No score change since it was listed.
Verdicts
Router.com (Ramp Router)
Detailed Markdown docs with typed error codes, per-model capability data and routing an agent can set per request. No OpenAPI document, status page, changelog or published rate limits were found. Signup needs a US business email in a browser, and Ramp records prompts and outputs for a year by default unless switched off.
Tencent Cloud TokenHub
Keys can be limited to chosen models, source IPs and token quotas, errors name their source and code, and a 99.5% SLA covers paid use of models Tencent runs. Sign-up needs a Tencent Cloud account with real-name verification, prices are in CNY, no public status page was found, and 18 model retirement notices ran from April to October 2026.
Before you call either
Router.com (Ramp Router)
- Switch off content recording in Settings before sending private data. It is on by default and keeps prompts and outputs for a year
- Read model ids from
GET /v1/modelsat runtime. Ids are account-specific, an unknown one is a 404, and Gemini ids need your own Google key - Use
POST /v1/responseswith amodelslist for fallbacks. Router stops falling back once a stream has started - Set
fallback_timeoutandprovider_timeout, orallow_flex_tier: false, when latency matters. Flex routing is on by default - Treat both
401 invalid_api_keyand401 api_key_deactivatedas a possibly locked key, and stop retrying on402
Tencent Cloud TokenHub
- Use
https://tokenhub.tencentmaas.com/v1with keys made for Guangzhou andhttps://tokenhub-intl.tencentmaas.com/v1with keys made for Singapore. Keys do not work across the two - Send the key as
Authorization: Beareron the OpenAI paths and asx-api-keyon/v1/messages - Parse
error.codeas a string or a number, since 429 codes can come back as integers, and wait forRetry-Afterbefore retrying - Take model ids from
GET /v1/modelsand watch forpre-offline. The quickstart'sdeepseek-v3example is not in the current model list - Expect DeepSeek prices to double on weekdays from 9am to noon and 2pm to 6pm Beijing time, when the peak rate applies
Questions
Which is better for AI agents, Router.com (Ramp Router) or Tencent Cloud TokenHub?
Tencent Cloud TokenHub scores 59.5 (C) on agent readiness against Router.com (Ramp Router)'s 54.3 (C), and leads in 5 of 7 scored categories. Router.com (Ramp Router) leads on payments & pricing and transparency & trust.
Do Router.com (Ramp Router) and Tencent Cloud TokenHub need an API key?
Both need an API key.
Can an agent call Router.com (Ramp Router) and Tencent Cloud TokenHub without installing anything?
Yes. Router.com (Ramp Router) has a hosted endpoint at https://api.router.com/v1 and Tencent Cloud TokenHub at https://tokenhub.tencentmaas.com/v1.
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Machine-readable
- This page as Markdown
/compare/ramp-router-vs-tencent-tokenhub.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/ramp-router.json·/api/v1/tools/tencent-tokenhub.json - From a terminal
anchor compare ramp-router tencent-tokenhub(the CLI) - Over MCP
compare_tools {"a": "ramp-router", "b": "tencent-tokenhub"}at/mcp, no key