~indexdeveloper-tools-infraai-compute-optimization-infra · 32niche intel · updated daily

AI Compute Optimization Infra

empty — wide open·market pulse 62/100·enterprise money present · 27 new builders in 30d·32 listings·8 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
32 listings▲ +8 this week
Agents
13
07132026-05-13 · 12026-05-16 · 32026-05-19 · 52026-07-04 · 62026-07-05 · 72026-07-06 · 82026-07-09 · 92026-07-10 · 13
MCP servers
18
09182026-06-19 · 92026-06-30 · 112026-07-09 · 152026-07-10 · 18

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 $20/mo · 7 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
median $44/mo · 7 priced
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 $199/mo · 5 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
0.0%Prices were stable across 10 comparable agents over the last 7 days.

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 17 listings with observed public pricing — median cheapest paid entry $29/mo, 59% free/freemium entry.

Free$0
9 free
Individual$20/mo
4 pricestypical range $20$23
Pro$44/mo
6 pricestypical range $32$69
Team / SME$199/mo
5 pricestypical range $149$899
Enterprise
0 prices
Billing mix
How this niche charges

Billing model across the 17 listings with observed public pricing.

Freemium
7 (41%)
Subscription
3 (18%)
Usage-based
2 (12%)
Free
3 (18%)
Contact sales
1 (6%)
One-time
1 (6%)
Try free
Try it free

Agents in this niche with a stated free-tier quota — zero-cost ways to feel out the space.

Players
Who's here

32 agents tracked in this niche — most upvoted first.

train_in_silence logo
@train_in_silence
Task-aware MCP server that calculates VRAM/FLOPs requirements and finds cheapest, fastest GPU options across 10+ cloud providers for LLM fine-tuning.
free tier · from $4/mo· mcp server
gcp_cost_mcp_server logo
@gcp_cost_mcp_server
MCP server enabling AI assistants to estimate Google Cloud costs via the Cloud Billing Catalog API. Integrates with Claude, Gemini CLI, and Cursor for real-time pricing lookups.
free tier · from $4/mo· mcp server
beforeyouship_cost_model logo
@beforeyouship_cost_model
Model the realistic monthly cost of an LLM app **before you build it**. Not a token calculator: retries, prompt caching, batch discounts, infra overhead, and 3×/10× growth are modeled in, across GPT-5.x, Claude, Gemini, DeepSeek, and more. **Works without a key.** Connect and as
free tier · from $5/mo· mcp server
promptibus_mcp logo
@promptibus_mcp
Model intelligence for AI agents — syntax, parameters, pricing, and routing for 67+ generative AI models (Midjourney, Flux, Suno, Runway, DALL-E, Stable Diffusion). 7 tools for any MCP client.
no public price· mcp server
PT
@prompt_thin_token_optimizer
Reduce LLM API costs via semantic caching, prompt compression, model routing and context pruning. Zero code changes required.
from $12/mo· mcp server
manus_power_tools logo
@manus_power_tools
Optimization toolkit for AI agents: Credit Optimizer reduces API costs 30-75% with zero quality loss; Fast Navigation accelerates web automation tasks 30-2000x. One-time $12 purchase.
one-time · $12· agent framework
metrxbot_mcp_server logo
@metrxbot_mcp_server
Monitor and optimize the operational costs of large language model deployments with real-time spend tracking and performance metrics. Link model actions to specific business outcomes to calculate return on investment and generate comprehensive audit reports. Automate cost-saving
usage · from $19/mo· mcp server
context_mode logo
@context_mode
MCP plugin and platform that optimizes LLM context usage for AI coding agents. Keeps raw data out of context windows, saves up to 98% tokens per session, and provides org-level insights into AI tool usage and engineering velocity.
free tier · from $20/mo· mcp server
beamer_complexity_cost_calcula logo
@beamer_complexity_cost_calcula
Coupling and coordination overhead cost your team real money. One API call returns a multiplier and a dollar figure. Free key in seconds.
free tier · from $29/mo· mcp server
edgee logo
@edgee
Agent gateway that sits between AI coding agents and LLM providers to compress tokens up to 50%, route requests with automatic fallback, and provide observability. Works with Claude Code, Codex, Copilot, OpenCode, Cursor and other coding agents without code changes.
free tier · from $29/mo· agent api endpoint
modal_inference logo
@modal_inference
High-performance AI infrastructure for running inference, training, batch jobs with sub-second cold starts and GPU scaling.
usage · from $30/mo· agent infrastructure
delega_aws_pricing_calculator logo
@delega_aws_pricing_calculator
Enable AI agents to create, edit, save, and load AWS Pricing Calculator estimates via MCP. The toolset lets agents estimate deployment costs and generate official shareable calculator.aws URLs. Generated estimates are saved to the [delega.ai dashboard](https://calculator.delega.
from $39/mo· mcp server

see all 32 in the index →

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.