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Market around MOSS-VL 0708 Long Video

A Hugging Face demo that analyzes uploaded images and videos, answering user questions or instructions about their visual content with adjustable response length.

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Prices and medians update for the tier you select.

Compare at
MOSS-VL 0708 Long Video · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
MOSS-VL 0708 Long Video doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
21st pctile
14 strong substitutes
Price momentum · 30d
Flat
Agents · Pro median
$29/mo
17 priced · $24.99–$80 mid 50%
MCP servers · Pro median
$29/mo
5 priced · $12–$39 mid 50%
APIs · Pro median
$50/mo
1 priced · $50–$50 mid 50%
Other · Pro median
$39.99/mo
1 priced · $39.99–$39.99 mid 50%
Price spectrum · Pro plans · 15 of 20 providers priced · log scale · $3.9 → $89/mo
Agents MCP servers APIs◻ shaded = middle 50% · line = median (all types)MOSS-VL 0708 Long Video has no comparable Pro price — not plotted

Products in this market

Ranked by how closely each one matches MOSS-VL 0708 Long Video's job. Prices show each provider's Pro state; entry prices are labelled as such. Unpriced products still belong to the market.

OOther4Ranked by relevance
MOSS-VL 0708 Long Videothis listing
● OTHER · relevance 100%
no public price
TAU-Agent Traffic Anomaly Understanding
● OTHER · relevance 77%
no public price
Askance
● OTHER · relevance 65%
no public price
VidMage
● OTHER · relevance 65%
$39.99 usage Pro
not monthly-comparable
AAgents23Ranked by relevance
moderation_agent_cloudinary
● AGENT · relevance 77%
$89/mo Pro
+207% vs Pro median
ioPilot
● AGENT · relevance 73%
$49/mo Pro
+69% vs Pro median
document_qa_assistant
● AGENT · relevance 70%
no public price
claude_mobile_work_tools
● AGENT · relevance 70%
no public price
aiagentdocs
● AGENT · relevance 69%
$12.99/mo Pro
-55% vs Pro median
pdfpeer
● AGENT · relevance 69%
$14.99/mo Pro
-48% vs Pro median
crepal_ai
● AGENT · relevance 68%
$29/mo Pro
0% vs Pro median
building_a_multimodal_ai_agent
● AGENT · relevance 67%
no public price
nano_banana
● AGENT · relevance 67%
$9.99/mo Pro
-66% vs Pro median
autocaption
● AGENT · relevance 67%
$25/mo Pro
-14% vs Pro median
transcribe_video_ai
● AGENT · relevance 66%
no public price
shorz
● AGENT · relevance 66%
no Pro plan
entry $20/mo
captions
● AGENT · relevance 66%
$24.99/mo Pro
-14% vs Pro median
AI Video Agent
● AGENT · relevance 66%
no public price
1min_ai_pdf_chat
● AGENT · relevance 66%
no public price
deepshot
● AGENT · relevance 66%
no public price
microsoft_copilot
● AGENT · relevance 66%
no public price
veed_ai_video
● AGENT · relevance 66%
no public price
AI Research Agent
● AGENT · relevance 66%
$25/mo Pro
-14% vs Pro median
hedra
● AGENT · relevance 66%
$75/mo Pro
+159% vs Pro median
github_godzilla675clipjscopilo
● AGENT · relevance 65%
no public price
codebase_analyser
● AGENT · relevance 65%
$9/mo Pro
-69% vs Pro median
ai_photographer_agent
● AGENT · relevance 65%
no public price
MMCP servers19Ranked by relevance
primate_intelligence
● MCP · relevance 71%
no public price
Contendeo
● MCP · relevance 71%
$12/mo Pro
-59% vs Pro median
image_handler
● MCP · relevance 71%
no public price
Agent Vision
● MCP · relevance 71%
no public price
veridive
● MCP · relevance 70%
$3.9/mo Pro
-87% vs Pro median
VicSee
● MCP · relevance 69%
$29/mo Pro
0% vs Pro median
Zark
● MCP · relevance 68%
no public price
her_eyes
● MCP · relevance 67%
no public price
editclips
● MCP · relevance 67%
no public price
IM
Image Analysis Server
● MCP · relevance 67%
no Pro plan
entry $10/mo
BR
Brand Me Please
● MCP · relevance 67%
no Pro plan
entry $10/mo
MOD Vibe
● MCP · relevance 67%
no public price
primate_intelligence_mcp
● MCP · relevance 67%
no public price
katto_mcp
● MCP · relevance 66%
no Pro plan
entry $17/mo
mcp_vision_bridge
● MCP · relevance 66%
no public price
deepseek_eyes_2
● MCP · relevance 66%
no public price
image_mcp
● MCP · relevance 66%
no public price
MemeStack.ai
● MCP · relevance 65%
no public price
anylens
● MCP · relevance 65%
no public price
PPlatforms3Ranked by relevance
Canva AI 2.0
● PLATFORM · relevance 68%
no public price
SnapCall
● PLATFORM · relevance 67%
no public price
OpenAI Frontier Platform
● PLATFORM · relevance 67%
no public price
AAPIs1Ranked by relevance
Imagga AI capabilities via Beam
● API · relevance 66%
$50/mo Pro

Market = the products most similar to this one by capability; prices are median / quartiles over its priced members, separated by provider type and buyer tier.