A model routing and observability platform for AI agent developers, unifying access to various models and monitoring and evaluating each run.
Page title:Respan - Route, monitor, and evaluate every agent run
Overview
Data updates weekly; see the notes on estimated values Data notes
AI Analysis
Compiled by an LLM based on landing page content; speculative judgments are noted.
Helps developers building AI agents uniformly access multiple models and clearly see the routing, cost, and failure points of each run.
Before
Previously required integrating each model vendor's API yourself, hand-writing logs and evaluation scripts, and troubleshooting by digging through logs when issues arose.
Now
Access all models through a routing layer, with built-in observability and automated evaluation, and select versions for release based on scores.
By comparison
Most similar products only provide a gateway or only monitoring; it packages routing, monitoring, and evaluation into one.
Target audience:AI agent developers, AI application startup teams, Backend engineers who need multi-model access Highlights:Access all models through one entry point and keep them available, Built-in automated evaluation, select versions by score, Real-time alerts, changes known immediately Willingness to pay:Medium
Traffic is about 15,600 with -3.6% month-over-month, in an early stable or slightly declining stage, and has not yet entered scaling.
Inferred to be mainly developer communities, technical content, and search for feature terms such as "ai router / llm observability".
The moat lies in routing stability and accumulated evaluation data, but gateway-type products are highly homogeneous and need to rely on reliability and ecosystem lock-in.
The page shows clues such as $0, $3, $5, and token-based pricing of $0.0004/$0.0005, inferred to be a combination of free quota plus usage-based billing and subscription; no payment channels detected.
Search, backlinks & monetization
Backlinks & Badges
cal.comyoutube.comx.comlinkedin.comdiscord.comgithub.comycombinator.comchatgpt.comperplexity.aiclaude.aiPayment channels & pricing
Not detected
{
"domain": "respan.ai",
"name": "Respan",
"title": "Respan - Route, monitor, and evaluate every agent run",
"description": "The AI router with built-in observability & automated evals.",
"desc_zh": "A model routing and observability platform for AI agent developers, unifying access to various models and monitoring and evaluating each run.",
"cat1": "[\"编程与开发\", \"研究与数据\"]",
"cat2": "[\"AI 模型路由网关\", \"AI 可观测性与评估\", \"LLM API 聚合\"]",
"site_type": "[\"品牌驱动\", \"All In One\"]",
"keyword_type": "功能词",
"model_family": null,
"model_version": null,
"status": "正常",
"registered": "2026-01-13",
"rank": 684911,
"visits": 15564,
"visits3": "[15078, 16138, 15564]",
"growth": -3.6,
"dr": 46.5,
"tech": "[\"Next.js\"]",
"analytics": "[\"PostHog\"]",
"payments": "[]",
"pricing": "[\"$412.90\", \"$3\", \"$0\", \"$5\", \"$0.0004\", \"$0.0005\"]",
"monetization": "[\"订阅制\", \"API 计费\", \"免费增值\"]",
"monetization_score": 40.2,
"keywords": "[\"ai router\", \"llm observability\", \"ai agent monitoring\", \"llm gateway\", \"automated evals\"]",
"outbound": "[\"cal.com\", \"youtube.com\", \"x.com\", \"linkedin.com\", \"discord.com\", \"github.com\", \"ycombinator.com\", \"chatgpt.com\", \"perplexity.ai\", \"claude.ai\"]",
"badges": "[]",
"seo": "{\"words\": 16158, \"lang\": \"en\", \"internal\": 265, \"outbound\": 10, \"images\": 132, \"images_no_alt\": 0, \"schema\": [\"Organization\", \"ImageObject\", \"Person\", \"WebSite\", \"SoftwareApplication\", \"Offer\"]}",
"insight": "{\"problem\": \"Helps developers building AI agents uniformly access multiple models and clearly see the routing, cost, and failure points of each run.\", \"before\": \"Previously required integrating each model vendor's API yourself, hand-writing logs and evaluation scripts, and troubleshooting by digging through logs when issues arose.\", \"now\": \"Access all models through a routing layer, with built-in observability and automated evaluation, and select versions for release based on scores.\", \"vs\": \"Most similar products only provide a gateway or only monitoring; it packages routing, monitoring, and evaluation into one.\", \"audience\": [\"AI agent developers\", \"AI application startup teams\", \"Backend engineers who need multi-model access\"], \"hooks\": [\"Access all models through one entry point and keep them available\", \"Built-in automated evaluation, select versions by score\", \"Real-time alerts, changes known immediately\"], \"pay_willingness\": \"中等\", \"growth\": \"Traffic is about 15,600 with -3.6% month-over-month, in an early stable or slightly declining stage, and has not yet entered scaling.\", \"acquisition\": \"Inferred to be mainly developer communities, technical content, and search for feature terms such as \\\"ai router / llm observability\\\".\", \"moat\": \"The moat lies in routing stability and accumulated evaluation data, but gateway-type products are highly homogeneous and need to rely on reliability and ecosystem lock-in.\", \"money\": \"The page shows clues such as $0, $3, $5, and token-based pricing of $0.0004/$0.0005, inferred to be a combination of free quota plus usage-based billing and subscription; no payment channels detected.\"}",
"is_sample_revenue": 0,
"is_new": 0,
"reg_relaxed": 0,
"updated_at": "2026-10-18T01:31:32+00:00"
}
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