The Expert — Smart Routing

Stop debating
which AI to use.
We decide.

Every model has a domain where it outperforms the others. Mycorum analyzes your question, routes it to the right model — and shows you exactly why.

Mycorum Smart Router — live analysis
< 200ms Routing decision
5 Models benchmarked
0.3 cr Starting from
The problem

No single model
wins everything.

Claude excels at nuanced reasoning, legal analysis, and long-context synthesis. GPT-4 Turbo leads on structured data and instruction-following. Gemini Ultra outperforms on multimodal and real-time information tasks. Mistral Large dominates on French-language content and EU regulatory domains. DeepSeek leads on mathematical reasoning and code benchmarks.

Most professionals don't know this. And even those who do spend time switching between interfaces, pasting the same question into three different chatbots, and mentally comparing outputs they shouldn't have to manage themselves.

Mycorum's Smart Router solves the selection problem before you've finished typing your question. It reads the domain, the complexity level, the language, and the context — and routes to the model with the highest benchmark score for exactly that combination.

claude-sonnetAnthropic
Legal analysis Long context Nuanced reasoning Strategy
Legal
91
Reasoning
88
gpt-4-turboOpenAI
Instruction following Structured output Summarization
Instructions
89
Structured
86
deepseek-v3DeepSeek
Mathematics Code Data analysis
Math / Code
93
Reasoning
84
mistral-largeMistral AI
EU regulatory French-language GDPR / compliance
EU/FR domain
90
Compliance
87
How routing works

Four signals.
One decision. Milliseconds.

01
Domain detection
Mycorum classifies your question into one of 18 domains — legal, financial, technical, strategic, scientific, regulatory, and more.
legal · finance · code · strategy
science · compliance · creative · ops…
02
Complexity scoring
The question is scored for complexity — length, ambiguity, number of variables, required context depth. EASY / MEDIUM / HARD.
token estimate · context depth
ambiguity index · variable count
03
Benchmark lookup
For this domain × complexity combination, Mycorum queries its benchmark matrix — updated continuously from real deliberation outcomes.
5 models × 18 domains × 3 complexity
= 270 routing data points
04
Route + explain
The top-scoring model is selected. You see which model was chosen and the reasoning behind it. Override available at any time.
model selected · score shown
manual override always available
Benchmark routing table

Best model by domain —
as of March 2025.

The routing table is updated continuously as Mycorum accumulates real deliberation data. Benchmarks are domain-specific — not general-purpose rankings.

Legal & Contracts
claude-sonnet
Strongest on nuanced clause interpretation, liability identification, and multi-jurisdiction reasoning. Maintains consistency across long contract documents.
2nd: gpt-4-turbo · 3rd: mistral-large
Code & Technical
deepseek-v3
Leads on code generation accuracy, refactoring quality, and algorithmic reasoning. Benchmarked on HumanEval, SWE-Bench, and internal test suites.
2nd: claude-sonnet · 3rd: gpt-4-turbo
Financial Analysis
gpt-4-turbo
Strongest on structured financial reasoning, DCF modeling assumptions, and earnings interpretation. Consistent on tabular and numerical input.
2nd: claude-sonnet · 3rd: deepseek-v3
EU Regulatory & Compliance
mistral-large
Trained with strong EU legal corpus coverage. Outperforms on GDPR, AI Act, and French regulatory questions. Leads on French-language precision.
2nd: claude-sonnet · 3rd: gpt-4-turbo
Strategy & Business
claude-sonnet
Best at holding multi-variable strategic context, synthesizing tradeoffs, and generating structured recommendations with appropriate uncertainty flags.
2nd: gpt-4-turbo · 3rd: gemini-ultra
Mathematics & Data
deepseek-v3
Top performer on MATH benchmark, statistical reasoning, and data interpretation tasks. Significant lead on proof-based and quantitative questions.
2nd: claude-sonnet · 3rd: gpt-4-turbo
Manual override

You always have
the last word.

Smart Routing is a recommendation — not a constraint. If you have a reason to prefer a specific model for a specific question, override it in one command. Mycorum shows you the routing decision so you can challenge it.

Over time, your overrides feed back into the benchmark system — improving routing accuracy for your specific use patterns. The more you use it, the better it gets at anticipating your preferences.

Mycorum MCP — The Expert
you Express: review this NDA indemnification clause
[domain: legal · complexity: MEDIUM]
[benchmark score: claude-sonnet 91 · gpt-4 84]
→ routing to claude-sonnet · est. 0.5 cr
you override: use gpt-4-turbo instead
→ override accepted · routing to gpt-4-turbo
✓ override logged · benchmark weight updated
Analysis complete · 0.5 cr debited
─────────────────────────────────
Next time [domain: legal · gpt-4-turbo
preference] will be weighted +15%
Express vs Deliberation

Know when to use
one mind — or five.

The Expert is faster and cheaper. It's not always the right answer. Here's how to decide.

✓ The Expert is the right call
  • The question has a clear, verifiable answer in a well-defined domain
  • Speed matters and the stakes are moderate
  • You need a first-pass analysis before deciding whether to escalate
  • The task is primarily generative — drafting, formatting, explaining
  • You already have strong conviction on the direction and want one model to execute
  • The question is technical or code-focused with objective quality criteria
  • You want to review and compare multiple model outputs yourself
→ Upgrade to Focus, Challenge, or Expert
  • The decision has significant financial, legal, or strategic consequences
  • You're uncertain which direction is right and need genuine analysis of alternatives
  • The question involves competing values or tradeoffs with no clear dominant answer
  • You want a devil's advocate view before committing
  • The output will be shared with a board, investor, or client as a basis for action
  • Blind spots and second-order effects matter as much as the primary answer
  • You need a confidence score and an explicit account of what was disagreed on
Express starts at
0.3 credits.

A $20 starter pack gives you roughly 40–60 Express deliberations. No subscription required. Upgrade to multi-model when the stakes justify it.

$20
Starter credit pack · No expiry
0.3 cr – 0.8 cr per Express deliberation
View full pricing →

The right model.
Every time.

Ask your first question. Mycorum routes it in milliseconds.

Start with Express Or go multi-model →