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Market around fitllm

Architecture-aware, read-only LLM fit checks for GPUs, multi-GPU rigs, and Apple Silicon Macs, with full memory breakdowns and no login.

Visit fitllm.run ↗Pricing page ↗
Pricing (0 buyer tiers · 1 plan)
Free plan available Free
As parsed from fitllm.run/ on 2026-09-03.

Explore the market

Prices and medians update for the tier you select.

Compare at
fitllm · Pro
No Pro plan
—
Pro-MCP server median
—
insufficient comparable pricing
vs Pro MCP servers
No comparison
fitllm doesn't sell Pro
ⓘ Comparisons are same provider type (MCP server) and same buyer tier (Pro). Never across tiers.
Market density
0th pctile
1 competing vendors
Comparable listings · 30d
Flat
limited data · 0 priced comparables
MCP servers · Pro median
$20/mo
1 priced · $20–$20 mid 50%
Price spectrum · Pro plans · 1 of 3 providers priced · log scale · $20 → $20/mo
MCP servers◻ shaded = middle 50% · line = median (all types)fitllm has no comparable Pro price — not plotted

Products in this market

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

MMCP servers9Ranked by relevance
fitllmthis listing
● MCP · relevance 100%
no public price
train_in_silence
● MCP · relevance 72%
no public price
VE
vetted_consumer
● MCP · relevance 68%
no Pro plan
entry $10/mo
local_llm
● MCP · relevance 63%
no public price
macos_tools_mcp
● MCP · relevance 59%
no public price
mcp_drawthings
● MCP · relevance 58%
no public price
Real-Time LLM Guardrails
● MCP · relevance 57%
no public price
RunCoach
● MCP · relevance 56%
no public price
//beforeyouship — LLM cost modeling from your editor
● MCP · relevance 55%
$20/mo Pro
PPlatforms5Ranked by relevance
vmlx
● PLATFORM · relevance 65%
no public price
vibops
● PLATFORM · relevance 62%
no public price
osaurus
● PLATFORM · relevance 56%
no public price
Llama
● PLATFORM · relevance 56%
no public price
lm_studio
● PLATFORM · relevance 55%
no public price
AAgents3Ranked by relevance
qwe_qwe
● AGENT · relevance 61%
no public price
arketo
● AGENT · relevance 57%
no Pro plan
entry $7/mo
mac_optimizing_looper
● AGENT · relevance 56%
no public price
FFrameworks2Ranked by relevance
giulia
● FRAMEWORK · relevance 57%
no public price
deepeval
● FRAMEWORK · relevance 56%
no public price

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.