INDEX
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AI_RESEARCH
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DEEPWIKI
v2026.9
PROVED: 0xpricing checked 2026-09-17
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archive:data/tools
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LATENCY: Performance 83/100
Repo wikis
Conversational Q&A
FREE PRICING
Verified Audit
DeepWiki
/ ENGINEERS ONBOARDING ONTO UNFA
business
Cognition
•
verified
Verified Research Audit
Auto-generated, conversational documentation wikis for GitHub repositories
Composite Index Rating
CLASS: A-TIER
85.4/100
Rank #8 in Research & Retrieval
trending_up
Snapshot 2026-09-17
30d Velocity
Benchmark Confidence:
v2-5dim rubric
Recorded features:
5 recorded features
Primary Engine:
Repo gallery
Citation Precision
link
85.0%
Answer grounding against retrieved sources (5-dim quality).
check_circle
85.0% rubric quality
Research Automation
hub
76/100
Depth of autonomous multi-source investigation capabilities.
Avg Depth: 5 recorded features
Runtime Performance
speed
83/100
Runtime performance & latency dimension (v2-5dim rubric).
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Rubric v2-5dim
Onboarding Usability
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90.0%
Workflow ergonomics from the v2-5dim rubric.
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Usability dimension
Recorded Score Vectors
Archive snapshots refreshed on each data update cycle.
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Output Quality & Reliability
85.0%
correctness and consistency of primary task output.
v2-5dim
shuffle
Feature Depth & Integrations
76.0%
breadth of integrations, APIs, and advanced capabilities.
v2-5dim
fact_check
Onboarding & Usability
90.0%
onboarding friction, UI clarity, and workflow ergonomics.
v2-5dim
attachment
Runtime Performance & Latency
83.0%
latency, throughput, and stability under load.
v2-5dim
psychology
Price-to-Value Efficiency
94.0%
capability delivered per pricing tier dollar.
v2-5dim
30-Day Evaluation Quality & Consistency Index
Precision
Baseline
Day -30 (baseline audit)
Day -15 (audit refresh)
Today (85.4 Composite)
Engine Architecture
Technical primitives powering the DeepWiki pipeline.
01
Repo wikis
Auto-generated wiki-style documentation for any GitHub repository.
Source: DeepWiki · 2026-09-17
02
Conversational Q&A
Ask questions about the codebase and get sourced answers.
Source: DeepWiki · 2026-09-17
03
Repo gallery
Browse popular indexed repos such as vscode, langchain and linux.
Source: DeepWiki · 2026-09-17
04
Devin integration
Index private code with Cognition's Devin.
Source: DeepWiki · 2026-09-17
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Head-to-Head Comparison
Direct Peer Evaluation Matrix
Updated: Per-audit refresh
| Engine / Platform | AiRecMark Score | Retrieval Paradigm | Deep Research Mode | Model Agility | Hallucination Delta | Pricing / Seat |
|---|---|---|---|---|---|---|
|
D
DeepWiki
Target
|
● 85.4 | Auto-generated, conversational documentation | check_circle Agentic research mode | Cognition | -—% vs raw LLM | Free for public GitHub repositories |
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C
Claude
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96.1 | Adaptive Reasoning Engine | check_circle Guided research mode | Managed models | -—% vs raw LLM | — |
|
P
Perplexity
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93.6 | Multi-Turn Source Grounding | remove Guided research mode | Managed models | -—% vs raw LLM | $20/mo Pro |
|
C
ChatGPT
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90.9 | General Reasoning | check_circle Guided research mode | Managed models | -—% vs raw LLM | $20/mo |
|
G
Gemini
|
88.5 | Users embedded in Google's ecosystem who wan | remove Guided research mode | Managed models | -—% vs raw LLM | $19.99/mo |
Metrics aggregated from published archive fields.
Five-dimension rubric v2 (25/20/15/20/20 weighting).
Financial & Token Econometrics
Subscription & API Tiers
Verified plan specifications and monthly throughput allowances.
Engineering Tier
Pro
Custom
/ mo
- check Repo wikis
- check Conversational Q&A
- check Repo gallery
- close Private repo pricing not public (tied to Devin)
- close Generated docs can lag fast-moving code
Recommended
TEAM
Teams
Custom
volume
- check Team seats & workspaces
- check Volume discounts
- check Priority support
- check SSO / SAML & audit controls
Sovereign Deployment
Enterprise
Custom
SLA terms
- check SSO / SAML & audit controls
- check Dedicated support channel
- check Custom quota & SLA
- close Private repo pricing not public (tied to Devin)
- close Generated docs can lag fast-moving code
verified_user
AiRecMark Lead Analyst Assessment
"DeepWiki stands out for public repos browsable free with no paywall. Auto-generated, conversational documentation wikis for GitHub repositories anchors its proposition, and AiRecMark's five-dimension audit lands it at 85.4/100 — a pragmatic default for engineers Onboarding onto Unfamiliar Repos."
EVALUATION SIGN-OFF:
SIGNER: AiRecMark Editorial · 2026-09-17 (AIRECMARK-DAO)
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Empirical Advantages
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Documented Technical Trade-offs
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Pricing Source Verification
sha256: 2026-09-17