Market around Autokernel

Open-source autonomous agent that profiles PyTorch models, identifies GPU kernel bottlenecks, and iteratively optimizes Triton or CUDA C++ kernels with correctness and performance verification.

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autokernel · Pro

No Pro plan

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Pro-agent median

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insufficient comparable pricing

vs Pro agents

No comparison

autokernel doesn't sell Pro

ⓘ Comparisons are same provider type (agent) and same buyer tier (Pro). Never across tiers.

Market density

0th pctile

1 competing vendors

Comparable listings · 30d

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based on 0 comparable products with price history

Price spectrum · Pro plans · 1 of 3 providers priced · log scale · $15 → $15/mo

Agents◻ shaded = middle 50% · line = median (all types)autokernel has no comparable Pro price — not plotted

Products in this market

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

AAgents2Ranked by similarity

Autokernelthis listing

● AGENT

no public price

CUDA Kernel Optimizer

● AGENT75% similar

no public price

MMCP servers2Ranked by similarity

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.