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Market around Reproducible Agentic Software Engineering

An agent harness for building reproducible, deterministic software engineering workflows with agent-based automation.

Visit codeberg.org ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
Reproducible Agentic Software Engineering · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
Reproducible Agentic Software Engineering doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
78th pctile
626 competing vendors
Comparable listings · 30d
—
Platforms · Pro median
$117/mo
4 priced · —–— mid 50%
Price spectrum · Pro plans · 4 of 6 providers priced · log scale · $20 → $199/mo
Platforms◻ shaded = middle 50% · line = median (all types)Reproducible Agentic Software Engineering has no comparable Pro price — not plotted

Products in this market

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

FFrameworks35Ranked by similarity
Reproducible Agentic Software Engineeringthis listing
● FRAMEWORK
no public price
OpenHands
● FRAMEWORK85% similar
no public price
CrewAI Platform
● FRAMEWORK81% similar
no public price
Agentic Software Engineering (ASE)
● FRAMEWORK81% similar
no public price
Sgmap
● FRAMEWORK79% similar
no public price
Harness All
● FRAMEWORK79% similar
no public price
DE
DeerFlow
● FRAMEWORK78% similar
no public price
SD-agent
● FRAMEWORK78% similar
no public price
Openclaw Ai Agent
● FRAMEWORK78% similar
no public price
Agentos 4
● FRAMEWORK78% similar
no public price
MetaGPT
● FRAMEWORK78% similar
no public price
wb-flow
● FRAMEWORK77% similar
no public price
Omegacode
● FRAMEWORK77% similar
no public price
Agentic Executables
● FRAMEWORK77% similar
no public price
Nenjo
● FRAMEWORK77% similar
no public price
Access Github
● FRAMEWORK77% similar
no public price
AI to Agent Workflow System
● FRAMEWORK76% similar
no public price
Ultrapowers
● FRAMEWORK76% similar
no public price
Enterprise Harness
● FRAMEWORK76% similar
no public price
Athena Loops
● FRAMEWORK76% similar
no public price
Codeframe
● FRAMEWORK76% similar
no public price
AFAW (Anti-Fragile Agentic Workflow)
● FRAMEWORK76% similar
no public price
AgentScope
● FRAMEWORK76% similar
no public price
AgentScope
● FRAMEWORK76% similar
no public price
CAMEL-AI
● FRAMEWORK76% similar
no public price
Otto
● FRAMEWORK76% similar
no public price
Gangsta Agents
● FRAMEWORK76% similar
no public price
Automaker
● FRAMEWORK76% similar
no public price
Agenticx
● FRAMEWORK76% similar
no public price
AgentCulture
● FRAMEWORK76% similar
no public price
SFML
● FRAMEWORK75% similar
no public price
Plan Cascade
● FRAMEWORK75% similar
no public price
The Executor
● FRAMEWORK75% similar
no public price
Swiftaiagent
● FRAMEWORK75% similar
no public price
Agentic Engineering Team (AET)
● FRAMEWORK75% similar
no public price
PPlatforms12Ranked by similarity
Whenever
● PLATFORM80% similar
$29/mo Pro
-75% vs Pro median
Morphmind
● PLATFORM79% similar
no public price
Airtop
● PLATFORM79% similar
$189/mo Pro
+62% vs Pro median
Mistle
● PLATFORM77% similar
no public price
PexAI
● PLATFORM76% similar
no public price
CU
Cuga Agent
● PLATFORM76% similar
no public price
QualityLayer
● PLATFORM76% similar
no Pro plan
entry $21/mo
Hyper
● PLATFORM76% similar
$20/mo Pro
-83% vs Pro median
Eicra
● PLATFORM76% similar
$99 one-time Pro
not monthly-comparable
Blazing Agents
● PLATFORM75% similar
no public price
Bobanana5
● PLATFORM75% similar
no public price
AgentX
● PLATFORM75% similar
$199/mo Pro
+70% vs Pro median
MMCP servers1Ranked by similarity
Vibe Engineering MCP
● MCP77% similar
no public price
AAgents1Ranked by similarity
Prime Hermes
● AGENT75% similar
no public price
OOther1Ranked by similarity
Art of Reduction
● OTHER75% 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.