INDEX
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AI_RESEARCH
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SCISUMMARY
v2026.9
PROVED: 0xpricing checked 2026-09-17
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archive:data/tools
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LATENCY: Performance 84/100
Structured summarization
Bulk summarization
SUBSCRIPTION PRICING
Verified Audit
SciSummary
/ GRAD STUDENTS & LABS SCREENING
business
SciSummary
•
verified
Verified Research Audit
Fast paper summarization and figure analysis for scientists
Composite Index Rating
CLASS: B-TIER
83.2/100
Rank #20 in Research & Retrieval
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Snapshot 2026-09-17
30d Velocity
Benchmark Confidence:
v2-5dim rubric
Recorded features:
5 recorded features
Primary Engine:
Chat with figures
Citation Precision
link
80.0%
Answer grounding against retrieved sources (5-dim quality).
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80.0% rubric quality
Research Automation
hub
74/100
Depth of autonomous multi-source investigation capabilities.
Avg Depth: 5 recorded features
Runtime Performance
speed
84/100
Runtime performance & latency dimension (v2-5dim rubric).
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Rubric v2-5dim
Onboarding Usability
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88.0%
Workflow ergonomics from the v2-5dim rubric.
verified
Usability dimension
Recorded Score Vectors
Archive snapshots refreshed on each data update cycle.
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Output Quality & Reliability
80.0%
correctness and consistency of primary task output.
v2-5dim
shuffle
Feature Depth & Integrations
74.0%
breadth of integrations, APIs, and advanced capabilities.
v2-5dim
fact_check
Onboarding & Usability
88.0%
onboarding friction, UI clarity, and workflow ergonomics.
v2-5dim
attachment
Runtime Performance & Latency
84.0%
latency, throughput, and stability under load.
v2-5dim
psychology
Price-to-Value Efficiency
92.0%
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 (83.2 Composite)
Engine Architecture
Technical primitives powering the SciSummary pipeline.
01
Structured summarization
Breaks papers into abstract, methods, results and conclusion.
Source: SciSummary · 2026-09-17
02
Bulk summarization
Synthesize and compare multiple papers at once.
Source: SciSummary · 2026-09-17
03
Chat with figures
Interprets statistical elements like p-values and confidence intervals.
Source: SciSummary · 2026-09-17
04
Research library
Folders and tags for a personal paper repository.
Source: SciSummary · 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 |
|---|---|---|---|---|---|---|
|
S
SciSummary
Target
|
● 83.2 | Fast paper summarization and figure analysis | check_circle Agentic research mode | SciSummary | -—% vs raw LLM | $4/mo |
|
C
Claude
|
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
$4
/ mo
- check Structured summarization
- check Bulk summarization
- check Chat with figures
- close Free tier is a 7-day trial, not permanent
- close Summarization-first — no full reference manager
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 Free tier is a 7-day trial, not permanent
- close Summarization-first — no full reference manager
verified_user
AiRecMark Lead Analyst Assessment
"SciSummary stands out for one of the cheapest paid tiers in the class. Fast paper summarization and figure analysis for scientists anchors its proposition, and AiRecMark's five-dimension audit lands it at 83.2/100 — a pragmatic default for grad Students & Labs Screening Papers."
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