INDEX
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AI_RESEARCH
/
LE_CHAT
v2026.9
PROVED: 0xpricing checked 2026-09-15
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LATENCY: Performance 80/100
Frontier chat
Custom agents
FREEMIUM PRICING
Verified Audit
Le Chat
/ EU DATARESIDENCY CHAT USERS
business
Mistral AI
•
verified
Verified Research Audit
Mistral's European assistant with custom agents
Composite Index Rating
CLASS: B-TIER
80.8/100
Rank #32 in Research & Retrieval
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Snapshot 2026-09-15
30d Velocity
Benchmark Confidence:
v2-5dim rubric
Recorded features:
4 recorded features
Primary Engine:
No-telemetry mode
Citation Precision
link
82.0%
Answer grounding against retrieved sources (5-dim quality).
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82.0% rubric quality
Research Automation
hub
80/100
Depth of autonomous multi-source investigation capabilities.
Avg Depth: 4 recorded features
Runtime Performance
speed
80/100
Runtime performance & latency dimension (v2-5dim rubric).
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Rubric v2-5dim
Onboarding Usability
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82.0%
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
82.0%
correctness and consistency of primary task output.
v2-5dim
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Feature Depth & Integrations
80.0%
breadth of integrations, APIs, and advanced capabilities.
v2-5dim
fact_check
Onboarding & Usability
82.0%
onboarding friction, UI clarity, and workflow ergonomics.
v2-5dim
attachment
Runtime Performance & Latency
80.0%
latency, throughput, and stability under load.
v2-5dim
psychology
Price-to-Value Efficiency
80.0%
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 (80.8 Composite)
Engine Architecture
Technical primitives powering the Le Chat pipeline.
01
Frontier chat
Mistral models with web search.
Source: Le Chat · 2026-09-15
02
Custom agents
Build reusable assistants.
Source: Le Chat · 2026-09-15
03
No-telemetry mode
Privacy-first conversations.
Source: Le Chat · 2026-09-15
04
Team workspace
Admin controls on Team.
Source: Le Chat · 2026-09-15
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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 |
|---|---|---|---|---|---|---|
|
L
Le Chat
Target
|
● 80.8 | Mistral's European assistant with custom age | check_circle Agentic research mode | Mistral AI | -—% vs raw LLM | $14.99/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 Frontier chat
- check Custom agents
- check No-telemetry mode
- close Team per-seat figure partially third-party
- close Frontier positioning trails US rivals
Best Value for Technical Teams
Engineering Tier
Pro
$14.99
/ mo
- check Frontier chat
- check Custom agents
- check No-telemetry mode
Sovereign Deployment
Enterprise
Custom
SLA terms
- check SSO / SAML & audit controls
- check Dedicated support channel
- check Custom quota & SLA
- close Team per-seat figure partially third-party
- close Frontier positioning trails US rivals
verified_user
AiRecMark Lead Analyst Assessment
"Le Chat stands out for european alternative with no-archive record mode. Mistral's European assistant with custom agents anchors its proposition, and AiRecMark's five-dimension audit lands it at 80.8/100 — a pragmatic default for eU Data-Residency Chat Users."
EVALUATION SIGN-OFF:
SIGNER: AiRecMark Editorial · 2026-09-15 (AIRECMARK-DAO)
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Empirical Advantages
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Documented Technical Trade-offs
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Pricing Source Verification
sha256: 2026-09-15