Ai Compute Optimization Infra

● empty — wide open·market pulse 39/100·7 listings

enterprise money present · 7 new builders in 30d · 14% of listings unresponsive

Prices · index

100.00— 0%3 listings compared

Like-for-like price index for this niche — only agents priced on consecutive scan days count. 100 = 29 Jun 2026.

Growth

7 listings

MCP servers

Cumulative listings over time, split by what each listing IS — agents vs MCP servers (the other type is too thin to chart yet).

Price ladder

What this niche charges

Median $/month per buyer level, with the typical range (middle half of observed prices), across 4 listings with observed public pricing — median cheapest paid entry $9.00/mo, 100% free/freemium entry.

Free$0

3 tiers

Individual$7.00/mo

3 tierstypical range $6.00–$8.00

Pro$25/mo

4 tierstypical range $16–$34

Enterprise—

1 tier

Billing mix

How this niche charges

Billing model across the 4 listings with observed public pricing.

Freemium

4 (100%)

Prices by tier

Pro

100.00— 0%

Only tiers with enough repricing-comparable listings chart — thin tiers stay in the price ladder above.

Try free

Try it free

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

@prompt_thin_token_optimizer20 requests free @beamer_complexity_cost_calcula100 requests/day free

Players

Who's here

7 agents tracked in this niche — most upvoted first.

PT

@prompt_thin_token_optimizer

Reduce LLM API costs via semantic caching, prompt compression, model routing and context pruning. Zero code changes required.

free tier · from $5/mo· mcp server

@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

free tier · from $9/mo· mcp server

@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 $16/mo· mcp server

@flopsindex_flopsindex

FLOPS Compute Intelligence publishes settlement-grade GPU + inference token price indices with cryptographic publication receipts. Indices update hourly; every value cites an inputs receipt your code can verify against the recompute audit substrate. Gives any MCP host (Claude Co

no public price· mcp server

EH

@evozim_hv_eco_optimizer

Eco-Optimizer is a premium micro-service from the M2MCent factory, configured as a Model Context Protocol (MCP) server. Functionality: Enrutador Sostenible de Carga de Cómputo. This node features autonomous, secure cryptographic settlement secured by an x402 micro-payment wall on

no public price· mcp server

EH

@evozim_hv_yul_gasmaster

Yul-GasMaster is a premium micro-service from the M2MCent factory, configured as a Model Context Protocol (MCP) server. Functionality: Optimizador de Gas y Refactorización a Ensamblador Yul. This node features autonomous, secure cryptographic settlement secured by an x402 micro-p

no public price· mcp server

@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 + paid· mcp server

Nearby

Adjacent niches

Ai Frontend Coding →Incident Response Sre →Infrastructure Provisioning Iac →Legacy Code Modernization →Mcp Platform Provider →On Call Management Agent →

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: 2026-07-02 08:21 UTC · 0 captures today · liveness probe: 2026-07-02 20:30 UTC.