Agentery pricing intelligence · Provider profile · Tandiu Data
Provider profile · independently tracked by Agentery
Tandiu Data
Read-only data on LLM API prices and benchmarks, price index, GPU self-hosting sizing, cloud agent review and coding PC ladder. Updated daily, sources linked.
Agentery price verdictInsufficient peerscannot benchmark yet
Observed entry price$0.15/molowest observed monthly
Billing modelunclear
Pricing observed26 Oct 2026latest priced read of the page
Website liveness27 Oct 2026alive · separate from pricing
What it does
The specific capability behind this listing, and where to get it.
Tandiu Data
Read-only data on LLM API prices and benchmarks, price index, GPU self-hosting sizing, cloud agent review and coding PC ladder. Updated daily, sources linked.
MCPMCPautonomy: infrastructure
Official Tandiu Data links
Pricing & plans
Observed public pricing for Tandiu Data, benchmarked against comparable providers. Plans, tiers, history and scenario below.
Pricing · observed daily
per token · market position
$1 /token
Observed plan · market position not comparable on a monthly basis.
this agent · $1
$8median —$89
pricing observed 2026-10-26 · page rechecked daily · source evidence retained
What should this agent charge?
This plan sits close to the comparable median.
$1
$8–$89
—
No monthly-comparable cohort to benchmark this plan against yet.
Pricing checks returned
Why Agentery reaches that view
price_benchmarkNot monthly-comparable.
get_provider_profile · plan historyper token observed 2026-10-26.
pricing recommendationPercentile unavailable for this basis.
confidenceSource page rechecked daily.
Interactive provider scenario
Test a different price for this plan.
Move the proposed monthly price. Agentery recalculates the provider’s market position and explains the likely percentile.
$1 / month
$1 lowestmedian —$89 highest
Not comparable This plan's basis isn't monthly-comparable.
—
—
$8–$89
Is Tandiu Data good value?
How its price compares with genuinely comparable providers.
Not enough peers
Not enough evidence yet to call it good — or poor — value.
Too few comparable providers at the same buyer tier and billing unit to benchmark this price honestly.
Observed commercial price$1/mo
Niche—
Price benchmarknot applicable
What to compare instead
Check capability before deciding
Compare capability, compatibility and operational cost against the few observed peers — Agentery keeps the price status explicit and never invents a verdict.
Tandiu Data's local market
Nearest products by what they do — a different cohort from the buyer-tier benchmark above. Local median $20.5/mo (entry prices of 18 priced of 50 nearest products, any tier or billing unit) — Tandiu Data is 51% below it.
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See the MCP response behind this page · get_provider_profile()
See the MCP response behind this pageget_provider_profile (get_agent_profile remains a callable alias)
{
"agent_id": "tandiu_data",
"name": "Tandiu Data",
"url": "https://www.tandiu.cn/",
"logo": "https://agentery.com/logos/CP-R5YB7E.svg",
"niche": null,
"category": null,
"short_summary": "Read-only data on LLM API prices and benchmarks, price index, GPU self-hosting sizing, cloud agent review and coding PC ladder. Updated daily, sources linked.",
"task_performed": "Read-only data on LLM API prices and benchmarks, price index, GPU self-hosting sizing, cloud agent review and coding PC ladder. Updated daily, sources linked.",
"inputs_accepted": [],
"outputs_produced": [],
"integrations_available": [
"MCP"
],
"protocols_or_interfaces": [
"MCP"
],
"industry_fit": [
"developer tools"
],
"autonomy_level": "infrastructure",
"human_approval_needed": "unclear",
"pricing_model": "unclear",
"price": {
"observed": true,
"billing": "usage",
"source_kind": "vendor",
"currency": "USD",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "CN¥2 per unit; CN¥13.35 per unit (usage-based)",
"commercial": {
"rates": [
{
"line": "DeepSeek V4.1 Flash",
"per": "per unit",
"text": "CN¥2 per unit"
},
{
"line": "Kimi K3.1 Pro",
"per": "per unit",
"text": "CN¥13.35 per unit"
},
{
"line": "MiMo-V2.6-Pro",
"per": "per unit",
"text": "CN¥2.9 per unit"
},
{
"line": "MiniMax M3.1 Flash",
"per": "per unit",
"text": "CN¥1 per unit"
},
{
"line": "Claude Fable 5.1",
"per": "per unit",
"text": "CN¥66.74 per unit"
},
{
"line": "Claude Opus 5.5",
"per": "per unit",
"text": "CN¥26.7 per unit"
},
{
"line": "GPT-6 Astra",
"per": "per unit",
"text": "CN¥66.74 per unit"
},
{
"line": "GPT-6.1 Sol",
"per": "per unit",
"text": "CN¥13.35 per unit"
},
{
"line": "B300 288GB GPU",
"per": "per unit",
"text": "CN¥39.4–CN¥100 per unit"
},
{
"line": "B200 180GB GPU",
"per": "per unit",
"text": "CN¥43.3–CN¥100 per unit"
},
{
"line": "H200 141GB GPU",
"per": "per unit",
"text": "CN¥22.9–CN¥33.7 per unit"
},
{
"line": "H100 SXM5 80GB GPU",
"per": "per unit",
"text": "CN¥12.9–CN¥26.7 per unit"
},
{
"line": "RTX PRO 6000 Blackwell 96GB GPU",
"per": "per unit",
"text": "CN¥8.2–CN¥14.3 per unit"
},
{
"line": "RTX PRO 5000 Blackwell 48GB GPU",
"per": "per unit",
"text": "CN¥4.3–CN¥8 per unit"
},
{
"line": "L40S 48GB GPU",
"per": "per unit",
"text": "CN¥2.8–CN¥5.5 per unit"
},
{
"line": "RTX 5090 32GB GPU",
"per": "per unit",
"text": "CN¥3.5–CN¥4.4 per unit"
},
{
"line": "RTX 5090D 24GB GPU",
"per": "per unit",
"text": "CN¥3.4–CN¥4.5 per unit"
},
{
"line": "RTX 4090D 24GB GPU",
"per": "per unit",
"text": "CN¥2.6–CN¥3 per unit"
}
],
"currency": "CNY",
"notes": [
"prices in USD/CNY as published; USD figures are conversions at 2026-10-25"
],
"lines": [
{
"name": "Claude Duet",
"price": "$17起",
"kind": "unspecified_period"
},
{
"name": "Cue (Manus)",
"price": "$9.99起",
"kind": "unspecified_period"
},
{
"name": "Manus 2.0",
"price": "$20起",
"kind": "unspecified_period"
},
{
"name": "DeepSeek V4.1 Flash",
"price": "¥2.00 输入 / ¥8.01 输出 / 百万 Token",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "Kimi K3.1 Pro",
"price": "¥13.35 输入 / ¥66.74 输出 / 百万 Token",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "MiMo-V2.6-Pro",
"price": "¥2.90 输入 / ¥5.81 输出 / 百万 Token",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "MiniMax M3.1 Flash",
"price": "¥1.00 输入 / ¥4.00 输出 / 百万 Token",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "Claude Fable 5.1",
"price": "¥66.74 输入 / ¥333.72 输出 / 百万 Token",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "Claude Opus 5.5",
"price": "¥26.70 输入 / ¥133.49 输出 / 百万 Token",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "GPT-6 Astra",
"price": "¥66.74 输入 / ¥333.72 输出 / 百万 Token",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "GPT-6.1 Sol",
"price": "¥13.35 输入 / ¥66.74 输出 / 百万 Token",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "B300 288GB GPU",
"price": "¥39.4–¥100.1 / 小时",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "B200 180GB GPU",
"price": "¥43.3–¥100.2 / 小时",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "H200 141GB GPU",
"price": "¥22.9–¥33.7 / 小时",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "H100 SXM5 80GB GPU",
"price": "¥12.9–¥26.7 / 小时",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "RTX PRO 6000 Blackwell 96GB GPU",
"price": "¥8.2–¥14.3 / 小时",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "RTX PRO 5000 Blackwell 48GB GPU",
"price": "¥4.3–¥8.0 / 小时",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "L40S 48GB GPU",
"price": "¥2.8–¥5.5 / 小时",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "RTX 5090 32GB GPU",
"price": "¥3.5–¥4.4 / 小时",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "RTX 5090D 24GB GPU",
"price": "¥3.4–¥4.5 / 小时",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "RTX 4090D 24GB GPU",
"price": "¥2.6–¥3.0 / 小时",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
}
]
},
"summary": "CN¥2 per unit; CN¥13.35 per unit (usage-based). The site publishes usage-based token and GPU rates alongside several agent listings with free tiers and paid starting prices, but it does not state monthly billing terms for the agent prices.",
"confidence": "medium",
"source_url": "https://www.tandiu.cn/",
"checked_at": "2026-10-26T03:39:05.255Z",
"amount": 9.99,
"display": "From $9.99/mo",
"plans": [
{
"name": "Claude Duet",
"price": "$17起",
"period": null,
"persona": "individual",
"highlights": [
"免费起",
"云端个人 Agent"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "Cue (Manus)",
"price": "$9.99起",
"period": null,
"persona": "individual",
"highlights": [
"免费起",
"独立个人 Agent"
],
"promo_note": "抢先体验（邀请码）",
"price_promo": null,
"price_annual": null
},
{
"name": "Manus 2.0",
"price": "$20起",
"period": null,
"persona": "individual",
"highlights": [
"免费起",
"通用自主 Agent"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "DeepSeek V4.1 Flash",
"price": "¥2.00 输入 / ¥8.01 输出 / 百万 Token",
"usage": true,
"period": "usage",
"persona": "individual",
"highlights": [
"官方牌价",
"按百万 Token 计费"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "Kimi K3.1 Pro",
"price": "¥13.35 输入 / ¥66.74 输出 / 百万 Token",
"usage": true,
"period": "usage",
"persona": "pro",
"highlights": [
"官方牌价",
"按百万 Token 计费"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "MiMo-V2.6-Pro",
"price": "¥2.90 输入 / ¥5.81 输出 / 百万 Token",
"usage": true,
"period": "usage",
"persona": "pro",
"highlights": [
"官方牌价",
"按百万 Token 计费"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "MiniMax M3.1 Flash",
"price": "¥1.00 输入 / ¥4.00 输出 / 百万 Token",
"usage": true,
"period": "usage",
"persona": "individual",
"highlights": [
"官方牌价",
"按百万 Token 计费"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "Claude Fable 5.1",
"price": "¥66.74 输入 / ¥333.72 输出 / 百万 Token",
"usage": true,
"period": "usage",
"persona": "pro",
"highlights": [
"官方牌价",
"按百万 Token 计费"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "Claude Opus 5.5",
"price": "¥26.70 输入 / ¥133.49 输出 / 百万 Token",
"usage": true,
"period": "usage",
"persona": "pro",
"highlights": [
"官方牌价",
"按百万 Token 计费"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "GPT-6 Astra",
"price": "¥66.74 输入 / ¥333.72 输出 / 百万 Token",
"usage": true,
"period": "usage",
"persona": "pro",
"highlights": [
"官方牌价",
"按百万 Token 计费"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "GPT-6.1 Sol",
"price": "¥13.35 输入 / ¥66.74 输出 / 百万 Token",
"usage": true,
"period": "usage",
"persona": "individual",
"highlights": [
"官方牌价",
"按百万 Token 计费"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "B300 288GB GPU",
"price": "¥39.4–¥100.1 / 小时",
"usage": true,
"period": "usage",
"persona": "pro",
"highlights": [
"单卡时租",
"3 个样本"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "B200 180GB GPU",
"price": "¥43.3–¥100.2 / 小时",
"usage": true,
"period": "usage",
"persona": "pro",
"highlights": [
"单卡时租",
"5 个样本"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "H200 141GB GPU",
"price": "¥22.9–¥33.7 / 小时",
"usage": true,
"period": "usage",
"persona": "individual",
"highlights": [
"单卡时租",
"2 个样本"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "H100 SXM5 80GB GPU",
"price": "¥12.9–¥26.7 / 小时",
"usage": true,
"period": "usage",
"persona": "individual",
"highlights": [
"单卡时租",
"7 个样本"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "RTX PRO 6000 Blackwell 96GB GPU",
"price": "¥8.2–¥14.3 / 小时",
"usage": true,
"period": "usage",
"persona": "pro",
"highlights": [
"单卡时租",
"26 个样本"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "RTX PRO 5000 Blackwell 48GB GPU",
"price": "¥4.3–¥8.0 / 小时",
"usage": true,
"period": "usage",
"persona": "pro",
"highlights": [
"单卡时租",
"22 个样本"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "L40S 48GB GPU",
"price": "¥2.8–¥5.5 / 小时",
"usage": true,
"period": "usage",
"persona": "individual",
"highlights": [
"单卡时租",
"8 个样本"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "RTX 5090 32GB GPU",
"price": "¥3.5–¥4.4 / 小时",
"usage": true,
"period": "usage",
"persona": "individual",
"highlights": [
"单卡时租",
"30 个样本"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "RTX 5090D 24GB GPU",
"price": "¥3.4–¥4.5 / 小时",
"usage": true,
"period": "usage",
"persona": "individual",
"highlights": [
"单卡时租",
"30 个样本"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "RTX 4090D 24GB GPU",
"price": "¥2.6–¥3.0 / 小时",
"usage": true,
"period": "usage",
"persona": "individual",
"highlights": [
"单卡时租",
"30 个样本"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
}
],
"source": "render+llm"
},
"trust_or_rating_signal": [],
"evidence_quality": "medium",
"entity_type": "infrastructure",
"regulated_data_suitability": "unclear",
"evidence_urls": [
"https://www.tandiu.cn/"
],
"last_checked": "2026-10-26",
"profile_checked": "2026-10-10",
"price_checked": "2026-10-26",
"how_to_connect": {
"website": "https://www.tandiu.cn/",
"docs": null,
"mcp": null,
"a2a": null,
"api": null,
"protocols": [
"MCP"
],
"install": null,
"repository": null,
"note": "Speaks MCP but publishes no endpoint we could verify — check the docs/website."
},
"deployment": {
"model": "unknown",
"both_offered": false,
"hosted_endpoint": null,
"install": null,
"note": "No deployment evidence held — Agentery has no endpoint, install instruction or directory attribute for this listing.",
"evidence": null
},
"licence": {
"name": null,
"note": "No named licence found in the retained page text or source attributes. A public repository alone does not establish an open-source licence.",
"evidence": null
},
"evidence_checks": {
"price": {
"source_url": "https://www.tandiu.cn/",
"last_observed_day": "2026-10-26",
"age_days": 1,
"verified_day": "2026-10-26",
"note": "verified = the page-text gate ran for that scan day (day-before/day-of text check)"
},
"agent_card": {
"status": "unknown",
"note": "no Agent Card URL recorded for this listing"
},
"endpoint": {
"status": "unknown",
"note": "endpoint not yet checked"
}
},
"product_group": {
"group_id": 70,
"group": "Pricing and cost optimization",
"change_90d_pct": 3.21,
"fair_price_by_tier_monthly_usd": {
"individual": 26.31,
"pro": 30,
"team / small business": 211.03,
"enterprise": 417.63
},
"note": "Change of the group's price index over the last 90 days. Call get_group_fair_price with group_id for tier and payment-model detail.",
"page": "https://agentery.com/aepi/groups/70"
},
"liveness": {
"probed": true,
"alive": true,
"endpoint_kind": "site",
"latency_ms": 1886,
"uptime_7d": 1,
"checked_at": "2026-10-27T02:45:43.291Z",
"consecutive_failures": 0,
"status": "alive"
},
"price_extras": {
"free_tier": null,
"unit_cost": null
},
"reported_success": null,
"feedback": "If you actually use this provider, call report_outcome with the result. Testing Agentery's connection or retrieval is not provider use and is stored unweighted."
}