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Market around aws-bench

Open-source benchmark for evaluating AI coding agents on real AWS tasks, including diagnosing misconfigurations, provisioning infrastructure, and operating cloud environments in isolated, disposable accounts.

Visit github.com

Explore the market

Prices and medians update for the tier you select.

Compare at
aws-bench · Pro
No Pro plan
Pro-provider median
insufficient comparable pricing
vs Pro providers
No comparison
aws-bench doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
86th pctile
461 competing vendors
Comparable listings · 30d
Platforms · Pro median
$25/mo
5 priced · $24.17–$29 mid 50%
Price spectrum · Pro plans · 3 of 6 providers priced · log scale · $19.99$25/mo
Platforms◻ shaded = middle 50% · line = median (all types)aws-bench has no comparable Pro price — not plotted

Products in this market

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

OOther11Ranked by similarity
aws-benchthis listing
OTHER
no public price
clawbench
OTHER78% similar
no public price
Agent Lightning
OTHER76% similar
no public price
agentevals_via_github
OTHER76% similar
no public price
Agent FinOps Sandbox
OTHER75% similar
no public price
prodlint
OTHER75% similar
no public price
openlore
OTHER75% similar
no public price
Agent Work Discipline
OTHER74% similar
no public price
tuneloop
OTHER74% similar
no public price
Harness Lab
OTHER74% similar
no public price
kalytera
OTHER74% similar
no Pro plan
entry $49/mo
FFrameworks5Ranked by similarity
niceeval
FRAMEWORK81% similar
no public price
evalmonkey
FRAMEWORK80% similar
no public price
agentspec
FRAMEWORK78% similar
no public price
acs
FRAMEWORK75% similar
no public price
factorly
FRAMEWORK75% similar
no public price
PPlatforms17Ranked by similarity
agent_eval_harness
PLATFORM81% similar
no public price
ctf_agent_benchmark
PLATFORM80% similar
no public price
Agentic Evaluation Platform
PLATFORM77% similar
no public price
dexto
PLATFORM77% similar
no public price
7AI
PLATFORM76% similar
$25/mo Pro
0% vs Pro median
agentsproof
PLATFORM76% similar
$24.17/mo Pro
-3% vs Pro median
CrewCode
PLATFORM76% similar
no public price
AgentDock
PLATFORM76% similar
no public price
agentleak
PLATFORM75% similar
no public price
Coder Agents
PLATFORM75% similar
no public price
klavis_ai
PLATFORM75% similar
no public price
Proliferate
PLATFORM75% similar
no public price
windows_agent_arena
PLATFORM74% similar
no public price
agentwatch_2
PLATFORM74% similar
no Pro plan
entry $49/mo
opencockpit
PLATFORM74% similar
no public price
bottrade
PLATFORM74% similar
$19.99/mo Pro
-20% vs Pro median
openchamber
PLATFORM74% similar
no public price
MMCP servers15Ranked by similarity
infrawise
MCP79% similar
no public price
iam_policy_autopilot
MCP79% similar
no public price
synlake
MCP77% similar
no public price
mithril
MCP77% similar
no public price
opentester
MCP77% similar
no public price
roam_code
MCP76% similar
no Pro plan
entry $99/mo
evalgate_mcp
MCP75% similar
no public price
AWS Infrastructure MCP Server
MCP75% similar
no public price
mk_family
MCP75% similar
no public price
cloud_world_model
MCP75% similar
no public price
aws_security_mcp
MCP74% similar
no public price
guide
MCP74% similar
no public price
shrimp_task_manager
MCP74% similar
no public price
AI Web Tester
MCP74% similar
no public price
Euthynos
MCP74% similar
no public price
AAgents2Ranked by similarity
agentlint
AGENT75% similar
no public price
TestTrout
AGENT75% similar
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.