ELRIC Lab · Benchmarks 2026

2026 Benchmark — AI agent platforms for SMBs

We tested 11 platforms on the same scenario: a 30-person SMB (Google Workspace + HubSpot) automating meetings → tasks → sales follow-ups. Here is the reproducible scoring.

Last updated : July 6, 2026 · Methodology : 8 criteria · 3h/tool test case · July 2026

Final ranking

Scores are reproducible: same SMB scenario, same duration, same 8 weighted criteria. Details in the methodology section and CSV download.

Benchmark methodology

11 platforms tested on the same SMB case (meeting → tasks → follow-up) with 8 weighted criteria.

1
Elric87/100

Governed SMB execution, meetings, Open Space

2
StackAI85/100

Enterprise IT, custom builder

3
Copilot M36578/100

100% Microsoft companies

4
ChatGPT Team62/100

Brainstorming and writing

5
Claude Team58/100

Individual analysis

6
Zapier AI58/100

Simple no-code automations

7
Mistral Le Chat57/100

French sovereign chat, individual analysis

8
Make56/100

Visual no-code app scenarios

9
Notion AI54/100

Internal notes and wiki

10
n8n52/100

Self-hosted technical workflows

11
Cursor38/100

Software development only

Download scores (CSV) · ELRIC Lab · July 2026

Methodology

Each tool was evaluated for 3 hours on the same workflow: simulated meeting → extraction → tasks → follow-up → weekly report.

Benchmark methodology

11 platforms tested on the same SMB case (meeting → tasks → follow-up) with 8 weighted criteria.

Each tool was evaluated for 3 hours on the same workflow: simulated meeting → extraction → tasks → follow-up → weekly report.

Test case: 30-person SMB on Google Workspace + HubSpot. Simulated 45-min sales meeting → 6 action items → D+3 follow-up → weekly report. Each platform gets 3 hours on the same workflow.

Detailed scoring (top 4)

CritèrePoidsELRICStackAICopilotChatGPT
End-to-end execution20%1816108
Governance & audit15%14141210
Business integrations15%1312148
RAG / memory15%1412119
Meetings → work10%10584
SMB pricing10%9756
Business team UX10%98109
EU / GDPR5%5684

Limitations

  • Scores based on standardized test case, not all possible use cases.
  • Enterprise pricing often custom — public estimates July 2026.
  • Cursor penalized outside dev context (business score, not IDE quality).

Questions fréquentes

How do I reproduce this benchmark?
Use the same test case: 30-person SMB, 45-min sales meeting, 6 actions, D+3 follow-up, weekly report. Document each automated or manual step.
How often is this updated?
Quarterly — next update October 2026.
Why is Mistral Le Chat scored 57/100?
Excellent French sovereign chat, but no workspace execution, CRM integrations or meetings → tasks pipeline. See the dedicated Elric vs Mistral Le Chat comparison.
Are Make and n8n direct Elric competitors?
No — they are automation engines. Make scores 56/100 (visual scenarios without native intelligence). n8n 52/100 (self-hosted, long time-to-value for SMBs without devs). See /compare/make and /compare/n8n.