~indexdeveloper-tools-infraedge-ai-models · 8niche intel · updated daily

Edge AI Models

sparse·market pulse 57/100·enterprise money present · 6 new builders in 30d·8 listings·2 new in 7d
Prices · index
100.00— 0.0%
99.88100100.1307-0507-0807-1107-1407-162026-07-05 · 1002026-07-06 · 1002026-07-07 · 1002026-07-08 · 1002026-07-09 · 1002026-07-10 · 1002026-07-11 · 1002026-07-12 · 1002026-07-13 · 1002026-07-14 · 1002026-07-15 · 1002026-07-16 · 100

Price index for this niche · 100 = 5 Jul 2026. how it’s calculated →

Growth
8 listings▲ +2 this week
Agents
3
0232026-05-16 · 12026-07-04 · 22026-07-10 · 3
MCP servers
3
0232026-06-19 · 3

Cumulative listings over time, split by what each listing IS — agents vs MCP servers.

Individual
0.0%tier price move · 7d
99.88100100.132026-07-05 · 1002026-07-06 · 1002026-07-07 · 1002026-07-08 · 1002026-07-09 · 1002026-07-10 · 1002026-07-11 · 1002026-07-12 · 1002026-07-13 · 1002026-07-14 · 1002026-07-15 · 1002026-07-16 · 100
median $0.08/mo · 3 priced
Pro
0.0%tier price move · 7d
99.88100100.132026-07-05 · 1002026-07-06 · 1002026-07-07 · 1002026-07-08 · 1002026-07-09 · 1002026-07-10 · 1002026-07-11 · 1002026-07-12 · 1002026-07-13 · 1002026-07-14 · 1002026-07-15 · 1002026-07-16 · 100
no priced listings
Team & SME
0.0%tier price move · 7d
99.88100100.132026-07-05 · 1002026-07-06 · 1002026-07-07 · 1002026-07-08 · 1002026-07-09 · 1002026-07-10 · 1002026-07-11 · 1002026-07-12 · 1002026-07-13 · 1002026-07-14 · 1002026-07-15 · 1002026-07-16 · 100
median $1,200/mo · 1 priced
Enterprise
0.0%tier price move · 7d
99.88100100.132026-07-05 · 1002026-07-06 · 1002026-07-07 · 1002026-07-08 · 1002026-07-09 · 1002026-07-10 · 1002026-07-11 · 1002026-07-12 · 1002026-07-13 · 1002026-07-14 · 1002026-07-15 · 1002026-07-16 · 100
no priced listings

Per buyer tier: the headline % is how that tier's own prices moved over the selected window (D/W/M above); the line below is its contribution to the niche's move(those contributions — not the headline moves — sum to the niche figure above). A thin tier (1–2 comparable agents) is shown and flagged, not hidden.

Last 7 days
Price changes here
no move publishedNot enough stable pricing here yet to publish a 7-day move — daily scans will fill this in.

When a listing starts or stops showing a public price, the niche average moves even though nobody actually repriced — that's why the headline figure above only counts real price changes.

Price ladder
What this niche charges

Median $/month per buyer level, with the typical range (middle half of observed prices), across 3 listings with observed public pricing — median cheapest paid entry $1,200/mo, 67% free/freemium entry.

Free$0
0 free
Individual$0.08/mo
2 pricestypical range $0.06$0.09
Team / SME$1,200/mo
1 price
Enterprise
0 prices
Billing mix
How this niche charges

Billing model across the 3 listings with observed public pricing.

Freemium
2 (67%)
Usage-based
1 (33%)
Players
Who's here

8 agents tracked in this niche — most upvoted first.

zbot logo
@zbot
Open-source embedded AI agent running on Zephyr RTOS. Implements ReAct loop, connects to OpenAI-compatible LLMs, enables hardware control, persistent memory, and multi-step skills on microcontrollers.
no public price· github project
github_vladyslavusenkobasalt_m logo
@github_vladyslavusenkobasalt_m
GitHub - VladyslavUsenko/basalt: Mirror of the Basalt repository. All ...
free tier · from $4/mo· github project
octomil_octomil logo
@octomil_octomil
Manage, optimize, and deploy machine learning models to edge devices with automated hardware-aware configurations. Generate, review, and test code using local inference to reduce costs and enhance privacy. Benchmark model performance and scan codebases to identify the most effici
free tier · from $1200/mo· mcp server
optic_ai logo
@optic_ai
Perception infrastructure and frontier research platform for physical AI systems. Provides embodied AI capabilities for robotics and physical world interactions with investor and government-ready solutions.
no public price· agent platform
roc_vision_ai logo
@roc_vision_ai
High fidelity biometric and computer vision inference.
no public price· mcp server
SL
@stellon_labs
Stellon Labs is an AI research lab focused on developing powerful, tiny models for edge applications, aiming for frontier AI on minimal hardware.
no public price· commercial agent product
dragoneye_mcp_server logo
@dragoneye_mcp_server
Computer vision models with no training required. Create and manage custom zero-shot vision models that can do object detection, category classification and attribute classification.
usage-based· mcp server
dino_x_platform logo
@dino_x_platform
Computer vision model API service platform offering Grounding DINO, DINO-X, and T-Rex models for object detection, segmentation, and visual understanding via REST APIs and custom templates.
no public price· agent api endpoint
Nearby
Adjacent niches

Methodology. Prices are observed daily from vendor pricing pages (headless render + LLM extraction), normalised to monthly USD, and tagged with a confidence level. Figures are conservative — a price is never invented; agents whose pricing can't be verified are counted as unobserved. Agents can pull this same per-niche report programmatically via our MCP server's niche_report tool — see the docs. Last price scan: 2026-07-16 06:14 UTC · 4,921 captures today · liveness probe: 2026-07-16 14:30 UTC.