Modelrunner
<a href="https://modelrunner.ai">ModelRunner</a> is a hosted remote MCP (Model Context Protocol) server that lets AI assistants like Claude and Cursor run 100+…
What it does
The specific capability behind this listing, and where to get it.
<a href="https://modelrunner.ai">ModelRunner</a> is a hosted remote MCP (Model Context Protocol) server that lets AI assistants like Claude and Cursor run 100+ AI models — text-to-image, image-to-image, text-to-video, image-to-video, video-to-video, music generation, speech-to-text, and image-to-3D, including Kling, HiDream, Hunyuan Image, Stable Audio, and Rodin. One connection exposes every model as a callable tool: search the catalog, inspect a model's input schema, run inference with run_model, and get results back as hosted URLs directly in the conversation. Unlike single-vendor MCP servers, ModelRunner aggregates models from multiple providers behind one endpoint and one billing account — pay-per-use credits, no subscription. Authorization is OAuth 2.1: your assistant opens a browser window once; no API key is ever pasted into a config file. Beyond inference, the server can upload local files for use as model inputs and author reusable "wrappers" — simplified, purpose-built inte
Official Modelrunner links
Pricing & plans
Observed public pricing for Modelrunner, benchmarked against comparable providers. Plans, tiers, history and scenario below.
$0.00 /token
The current price sits below the comparable median.
$0.00 is positioned against a $0–$0 observed middle market.
Why Agentery reaches that view
price_benchmark96.2% below the median.
get_provider_profile · plan historyper token observed 2026-10-23.
pricing recommendationPercentile unavailable for this basis.
confidenceSource page rechecked daily.
Test a different price for this plan.
Move the proposed monthly price. Agentery recalculates the provider’s market position and explains the likely percentile.
Is Modelrunner good value?
How its price compares with genuinely comparable providers.
Below the comparable median for its buyer tier.
Basis: same-tier-tier plans in the niche, any billing unit (13 providers), USD monthly, pricing observed 2026-10-23. The per token plan ($3e-7/mo) sits 96.3% below that median of $0. Other cohorts on this page (niche-wide tier peers, nearest products by capability) are labelled where they appear.
Compared with LLM Serving Infrastructure
Positioned against the observed p25 / median / p75 of comparable providers at the same buyer tier and billing unit (the basis is stated with each verdict above). See the plans above for the percentile and its cohort size, and the full niche market for peers.
View the full niche →Modelrunner's local market
Nearest products by what they do — a different cohort from the buyer-tier benchmark above.
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": "modelrunner_mcp",
"name": "Modelrunner",
"url": "https://modelrunner.ai/mcp",
"logo": "https://agentery.com/logos/CP-VS8T9F.svg",
"niche": "llm-serving-infrastructure",
"category": "developer-tools-infra",
"short_summary": "<a href=\"https://modelrunner.ai\">ModelRunner</a> is a hosted remote MCP (Model Context Protocol) server that lets AI assistants like Claude and Cursor run 100+…",
"task_performed": "<a href=\"https://modelrunner.ai\">ModelRunner</a> is a hosted remote MCP (Model Context Protocol) server that lets AI assistants like Claude and Cursor run 100+ AI models — text-to-image, image-to-image, text-to-video, image-to-video, video-to-video, music generation, speech-to-text, and image-to-3D, including Kling, HiDream, Hunyuan Image, Stable Audio, and Rodin. One connection exposes every model as a callable tool: search the catalog, inspect a model's input schema, run inference with run_model, and get results back as hosted URLs directly in the conversation.\n\nUnlike single-vendor MCP servers, ModelRunner aggregates models from multiple providers behind one endpoint and one billing account — pay-per-use credits, no subscription. Authorization is OAuth 2.1: your assistant opens a browser window once; no API key is ever pasted into a config file. Beyond inference, the server can upload local files for use as model inputs and author reusable \"wrappers\" — simplified, purpose-built inte",
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"autonomy_level": "workflow automation",
"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": "$0 per second; $2 per 1m token (usage-based)",
"commercial": {
"rates": [
{
"line": "Qwen3-TTS Voice Clone",
"per": "per second",
"text": "$0 per second"
},
{
"line": "Qwen3-TTS VoiceDesign",
"per": "per second",
"text": "$0 per second"
},
{
"line": "MiniMax Speech 2.8 Turbo",
"per": "per second",
"text": "$0 per second"
},
{
"line": "Qwen3-TTS",
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},
{
"line": "MiniMax Speech 2.8 HD",
"per": "per second",
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},
{
"line": "Gemini 3.1 Pro",
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"text": "$2 per 1m token"
},
{
"line": "PixVerse V5",
"per": "per output",
"text": "$0.15 per output"
},
{
"line": "Nano Banana Pro",
"per": "per output",
"text": "$0.13 per output"
},
{
"line": "Kling 3.0",
"per": "per second",
"text": "$0.11 per second"
},
{
"line": "Nano Banana 2.1",
"per": "per output",
"text": "$0.03 per output"
},
{
"line": "Bringing Old Photos Back to Life",
"per": "per output",
"text": "$0.02 per output"
},
{
"line": "DeepSeek V4.1 Flash",
"per": "per 1m token",
"text": "$0.3 per 1m token"
},
{
"line": "TRELLIS",
"per": "per output",
"text": "$0.08 per output"
},
{
"line": "GPT Image 2.5 Sunburst",
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"text": "$0.05 per output"
},
{
"line": "Spleeter",
"per": "per output",
"text": "$0 per output"
},
{
"line": "GPT Image 2.5 Flare",
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"text": "$0.05 per output"
},
{
"line": "Demucs",
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"text": "$0 per second"
},
{
"line": "PixVerse Lip Sync",
"per": "per second",
"text": "$0.04 per second"
},
{
"line": "GFPGAN",
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"text": "$0 per second"
},
{
"line": "Qwen3.8-Max",
"per": "per 1m token",
"text": "$2 per 1m token"
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{
"line": "Fast Image Resizer",
"per": "per second",
"text": "$0 per second"
},
{
"line": "LatentSync 1.0",
"per": "per second",
"text": "$0.01 per second"
},
{
"line": "BiRefNet Background Removal",
"per": "per second",
"text": "$0 per second"
},
{
"line": "Kokoro-82M",
"per": "per second",
"text": "$0 per second"
},
{
"line": "Rodin Gen-2 by Hyper3D",
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"text": "$0.4 per output"
}
],
"currency": "USD",
"lines": [
{
"name": "Qwen3-TTS Voice Clone",
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"kind": "usage_rate",
"unit": "second",
"billed": "usage"
},
{
"name": "Qwen3-TTS VoiceDesign",
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"kind": "usage_rate",
"unit": "second",
"billed": "usage"
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{
"name": "MiniMax Speech 2.8 Turbo",
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{
"name": "Qwen3-TTS",
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{
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{
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},
{
"name": "Nano Banana Pro",
"price": "$0.1344 per output",
"kind": "usage_rate",
"unit": "output",
"billed": "usage"
},
{
"name": "Kling 3.0",
"price": "$0.112 per second",
"kind": "usage_rate",
"unit": "second",
"billed": "usage"
},
{
"name": "Nano Banana 2.1",
"price": "$0.0336 per output",
"kind": "usage_rate",
"unit": "output",
"billed": "usage"
},
{
"name": "Bringing Old Photos Back to Life",
"price": "$0.02 per output",
"kind": "usage_rate",
"unit": "output",
"billed": "usage"
},
{
"name": "DeepSeek V4.1 Flash",
"price": "$0.3 per 1M tokens",
"kind": "usage_rate",
"unit": "1m token",
"billed": "usage"
},
{
"name": "TRELLIS",
"price": "$0.08 per output",
"kind": "usage_rate",
"unit": "output",
"billed": "usage"
},
{
"name": "GPT Image 2.5 Sunburst",
"price": "$0.0453 per output",
"kind": "usage_rate",
"unit": "output",
"billed": "usage"
},
{
"name": "Spleeter",
"price": "$0.0025 per output",
"kind": "usage_rate",
"unit": "output",
"billed": "usage"
},
{
"name": "GPT Image 2.5 Flare",
"price": "$0.0453 per output",
"kind": "usage_rate",
"unit": "output",
"billed": "usage"
},
{
"name": "Demucs",
"price": "$0.0014 per second",
"kind": "usage_rate",
"unit": "second",
"billed": "usage"
},
{
"name": "PixVerse Lip Sync",
"price": "$0.04 per second",
"kind": "usage_rate",
"unit": "second",
"billed": "usage"
},
{
"name": "GFPGAN",
"price": "$0.000975 per second",
"kind": "usage_rate",
"unit": "second",
"billed": "usage"
},
{
"name": "Qwen3.8-Max",
"price": "$2 per 1M tokens",
"kind": "usage_rate",
"unit": "1m token",
"billed": "usage"
},
{
"name": "Fast Image Resizer",
"price": "$0.00045 per second",
"kind": "usage_rate",
"unit": "second",
"billed": "usage"
},
{
"name": "LatentSync 1.0",
"price": "$0.014 per second",
"kind": "usage_rate",
"unit": "second",
"billed": "usage"
},
{
"name": "BiRefNet Background Removal",
"price": "$0.002 per second",
"kind": "usage_rate",
"unit": "second",
"billed": "usage"
},
{
"name": "Kokoro-82M",
"price": "$0.000225 per second",
"kind": "usage_rate",
"unit": "second",
"billed": "usage"
},
{
"name": "Rodin Gen-2 by Hyper3D",
"price": "$0.399 per output",
"kind": "usage_rate",
"unit": "output",
"billed": "usage"
}
]
},
"summary": "$0 per second; $2 per 1m token (usage-based). ModelRunner publicly lists pay-as-you-go usage rates in USD, including per-second, per-output, and per-million-token charges, with no monthly fees.",
"confidence": "high",
"source_url": "https://modelrunner.ai/pricing",
"checked_at": "2026-10-23T02:26:37.727Z",
"amount": null,
"display": null,
"plans": [
{
"name": "Qwen3-TTS Voice Clone",
"price": "$0.0007 per second",
"usage": true,
"period": "usage",
"persona": "free",
"highlights": [
"Text to Audio"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "Qwen3-TTS VoiceDesign",
"price": "$0.0007 per second",
"usage": true,
"period": "usage",
"persona": "free",
"highlights": [
"Text to Audio"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "MiniMax Speech 2.8 Turbo",
"price": "$0.00048 per second",
"usage": true,
"period": "usage",
"persona": "free",
"highlights": [
"Text to Audio",
"Speed: 0.5"
],
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"price_annual": null
},
{
"name": "Qwen3-TTS",
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"period": "usage",
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"highlights": [
"Text to Audio"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "MiniMax Speech 2.8 HD",
"price": "$0.0008 per second",
"usage": true,
"period": "usage",
"persona": "free",
"highlights": [
"Text to Audio",
"Speed: 0.5"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "Gemini 3.1 Pro",
"price": "$2 per 1M tokens",
"usage": true,
"period": "usage",
"persona": "pro",
"highlights": [
"Text to Text",
"Input tokens"
],
"promo_note": "-50%",
"price_promo": "$1 per 1M tokens",
"price_annual": null
},
{
"name": "PixVerse V5",
"price": "$0.15 per output",
"usage": true,
"period": "usage",
"persona": "individual",
"highlights": [
"Text/Image to Video",
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"Duration: 5"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "Nano Banana Pro",
"price": "$0.1344 per output",
"usage": true,
"period": "usage",
"persona": "pro",
"highlights": [
"Text/Image to Image",
"0–9MP"
],
"promo_note": "-50%",
"price_promo": "$0.0672 per output",
"price_annual": null
},
{
"name": "Kling 3.0",
"price": "$0.112 per second",
"usage": true,
"period": "usage",
"persona": "individual",
"highlights": [
"Text/Image to Video",
"Generate audio: false"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "Nano Banana 2.1",
"price": "$0.0336 per output",
"usage": true,
"period": "usage",
"persona": "individual",
"highlights": [
"Text/Image to Image",
"0–2.5MP"
],
"promo_note": "-50%",
"price_promo": "$0.0168 per output",
"price_annual": null
},
{
"name": "Bringing Old Photos Back to Life",
"price": "$0.02 per output",
"usage": true,
"period": "usage",
"persona": "individual",
"highlights": [
"Image to Image",
"0–1MP"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "DeepSeek V4.1 Flash",
"price": "$0.3 per 1M tokens",
"usage": true,
"period": "usage",
"persona": "individual",
"highlights": [
"Text to Text",
"Input tokens"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "TRELLIS",
"price": "$0.08 per output",
"usage": true,
"period": "usage",
"persona": "individual",
"highlights": [
"Image"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "GPT Image 2.5 Sunburst",
"price": "$0.0453 per output",
"usage": true,
"period": "usage",
"persona": "individual",
"highlights": [
"Text to Image"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "Spleeter",
"price": "$0.0025 per output",
"usage": true,
"period": "usage",
"persona": "free",
"highlights": [
"Audio to Audio"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "GPT Image 2.5 Flare",
"price": "$0.0453 per output",
"usage": true,
"period": "usage",
"persona": "individual",
"highlights": [
"Text to Image"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "Demucs",
"price": "$0.0014 per second",
"usage": true,
"period": "usage",
"persona": "free",
"highlights": [
"Audio to Audio"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "PixVerse Lip Sync",
"price": "$0.04 per second",
"usage": true,
"period": "usage",
"persona": "individual",
"highlights": [
"Video to Video"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "GFPGAN",
"price": "$0.000975 per second",
"usage": true,
"period": "usage",
"persona": "free",
"highlights": [
"Image to Image"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "Qwen3.8-Max",
"price": "$2 per 1M tokens",
"usage": true,
"period": "usage",
"persona": "pro",
"highlights": [
"Text to Text",
"Input tokens"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "Fast Image Resizer",
"price": "$0.00045 per second",
"usage": true,
"period": "usage",
"persona": "free",
"highlights": [
"Image to Image",
"Keep aspect ratio: true"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "LatentSync 1.0",
"price": "$0.014 per second",
"usage": true,
"period": "usage",
"persona": "individual",
"highlights": [
"Video to Video"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "BiRefNet Background Removal",
"price": "$0.002 per second",
"usage": true,
"period": "usage",
"persona": "free",
"highlights": [
"Image to Image",
"Variant: general"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "Kokoro-82M",
"price": "$0.000225 per second",
"usage": true,
"period": "usage",
"persona": "free",
"highlights": [
"Text to Audio"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "Rodin Gen-2 by Hyper3D",
"price": "$0.399 per output",
"usage": true,
"period": "usage",
"persona": "individual",
"highlights": [
"Text/Image"
],
"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://modelrunner.ai/mcp"
],
"last_checked": "2026-10-23",
"profile_checked": "2026-07-08",
"price_checked": "2026-10-23",
"how_to_connect": {
"website": "https://modelrunner.ai/mcp",
"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://modelrunner.ai/pricing",
"last_observed_day": "2026-10-23",
"age_days": 1,
"verified_day": "2026-10-23",
"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": 34,
"group": "AI model platform tools",
"change_90d_pct": 8.15,
"fair_price_by_tier_monthly_usd": {
"individual": 13.95,
"pro": 25,
"team / small business": 99,
"enterprise": 499
},
"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/34"
},
"liveness": {
"probed": true,
"alive": true,
"endpoint_kind": "site",
"latency_ms": 699,
"uptime_7d": 1,
"checked_at": "2026-10-23T02:40:05.334Z",
"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."
}