AiRecMark/AI Tools/Research/Undermind
INDEX / AI_RESEARCH / UNDERMIND v2026.9
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| | LATENCY: Performance 82/100
Deep search Claim tracing FREEMIUM PRICING Verified Audit

Undermind

/ DEEP SYSTEMATIC LITERATURE QUE
business Undermind • verified Verified Research Audit

Deep literature-search agent that reads hundreds of papers per query

Try Undermind open_in_new
$ curl undermind.ai
compare_arrows Compare Matrix
Composite Index Rating CLASS: B-TIER
82.6/100
Rank #23 in Research & Retrieval
trending_up Snapshot 2026-09-15
30d Velocity
Benchmark Confidence: v2-5dim rubric
Recorded features: 4 recorded features
Primary Engine: Research tables
Citation Precision link
88.0%
Answer grounding against retrieved sources (5-dim quality).
check_circle 88.0% rubric quality
Research Automation hub
82/100
Depth of autonomous multi-source investigation capabilities.
Avg Depth: 4 recorded features
Runtime Performance speed
82/100
Runtime performance & latency dimension (v2-5dim rubric).
bolt Rubric v2-5dim
Onboarding Usability format_image_left
84.0%
Workflow ergonomics from the v2-5dim rubric.
verified Usability dimension

Recorded Score Vectors

Archive snapshots refreshed on each data update cycle.

rubric v2
menu_book Output Quality & Reliability 88.0%
correctness and consistency of primary task output. v2-5dim
shuffle Feature Depth & Integrations 82.0%
breadth of integrations, APIs, and advanced capabilities. v2-5dim
fact_check Onboarding & Usability 84.0%
onboarding friction, UI clarity, and workflow ergonomics. v2-5dim
attachment Runtime Performance & Latency 82.0%
latency, throughput, and stability under load. v2-5dim
psychology Price-to-Value Efficiency 76.0%
capability delivered per pricing tier dollar. v2-5dim
30-Day Evaluation Quality & Consistency Index
Precision Baseline
Category mean (82/100)
Day -30 (baseline audit) Day -15 (audit refresh) Today (82.6 Composite)

Engine Architecture

Technical primitives powering the Undermind pipeline.

01 Deep search

Reads hundreds of papers per complex query.

Source: Undermind · 2026-09-15
02 Claim tracing

Every claim links to in-line sources.

Source: Undermind · 2026-09-15
03 Research tables

Structured comparisons across papers.

Source: Undermind · 2026-09-15
04 Alerts

Monitor for new relevant publications.

Source: Undermind · 2026-09-15
tune 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
U
Undermind Target
● 82.6 Deep literature-search agent that reads hund check_circle Agentic research mode Undermind -—% vs raw LLM $16/mo
C
Claude 		96.1 Adaptive Reasoning Engine check_circle Guided research mode Managed models -—% vs raw LLM —
P
Perplexity 		93.6 Multi-Turn Source Grounding remove Guided research mode Managed models -—% vs raw LLM $20/mo Pro
C
ChatGPT 		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.

Standard Consumer
Free
$0 forever
  • check Deep search
  • check Claim tracing
  • check Research tables
  • close Deep searches are slow by design
  • close Free tier limits unpublished
Get Started Free
Best Value for Technical Teams
Engineering Tier
Pro
$16 / mo
  • check Deep search
  • check Claim tracing
  • check Research tables
Deploy Undermind
Sovereign Deployment
Enterprise
Custom SLA terms
  • check SSO / SAML & audit controls
  • check Dedicated support channel
  • check Custom quota & SLA
  • close Deep searches are slow by design
  • close Free tier limits unpublished
Talk to Sales
verified_user AiRecMark Lead Analyst Assessment
"Undermind stands out for iterative search follows citation trails like a human. Deep literature-search agent that reads hundreds of papers per query anchors its proposition, and AiRecMark's five-dimension audit lands it at 82.6/100 — a pragmatic default for deep Systematic Literature Queries."
EVALUATION SIGN-OFF:
SIGNER: AiRecMark Editorial · 2026-09-15 (AIRECMARK-DAO)
check_circle Empirical Advantages
warning Documented Technical Trade-offs
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Pricing Source Verification
sha256: 2026-09-15
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