AmygdalavsPerplexity Sonar

Different data,
same stack.

Sonar synthesises answers. Amygdala grounds them.

Perplexity Sonar generates AI answers with citations. Amygdala provides the authority layer underneath: verified, ranked profiles you can use to ground those answers in real expertise. Use Sonar for synthesis, Amygdala for verification.

FeatureAmygdalaPerplexity Sonar
What it returnsRanked authority profiles (JSON)AI-generated prose answers with citations
Output formatStructured JSON, deterministicGenerated text, non-deterministic
Search typeSemantic authority searchLLM-powered answer synthesis
Authority scoring✓ Built-in authority ranking✗ No authority ranking or verification
Infrastructure100% EU (Hetzner Helsinki, Mistral, Weaviate)US-based (San Francisco)
GDPR compliance✓ Full, no US API/index data transfers✗ US-based, requires SCCs for EU use
MCP support✓ 4 native tools⚠ Limited MCP availability
Hallucination riskNone: returns verified indexed dataPresent: LLM can fabricate citations
Free tier$50 starter creditsNo free tier on Sonar API
Pricing$25/1K searches$5/1K (basic), $18/1K (Pro Search)
1Use Sonar to generate a synthesised answer with citations
2Use Amygdala to verify and rank the authorities behind those citations
3Your LLM answers are grounded in verified, ranked expertise

The best AI pipelines don't choose between synthesis and verification — they use both.

What Amygdala adds to your stack

The verification layer Sonar doesn't provide.

Verified data, not generated prose

Sonar synthesises content and can hallucinate. Amygdala returns structured JSON from a verified index — the same query always returns the same ranked authorities. Use Sonar for answers, Amygdala for source verification.

Source verification in one call

Before your AI cites a source, verify it. Pass any social handle to Amygdala's match endpoint and know instantly whether they're a ranked authority or just noise. No other search API offers this.

EU-native infrastructure

Amygdala runs on Hetzner (Helsinki, Finland), Mistral AI (Paris), and Weaviate (Amsterdam). For EU teams, this eliminates third-country transfer obligations entirely.

API comparison

Ask the same question. Get very different things back.

Both respond to "who are the top AI safety experts?" The output shape is fundamentally different.

Perplexity Sonar: LLM answer API
Request
curl "https://api.perplexity.ai/chat/completions" \
  -H "Authorization: Bearer pplx-..." \
  -H "Content-Type: application/json" \
  -d '{
    "model": "sonar",
    "messages": [{
      "role": "user",
      "content": "Who are the top experts on AI safety?"
    }]
  }'
Response
{
  "choices": [{
    "message": {
      "role": "assistant",
      "content": "The field of AI safety has several prominent researchers
including Stuart Russell, Paul Christiano, and Yoshua Bengio.
Stuart Russell is known for his work on value alignment and
co-authored the influential textbook 'Artificial Intelligence:
A Modern Approach'. Paul Christiano...",
      "citations": [
        "https://en.wikipedia.org/wiki/AI_safety",
        "https://80000hours.org/problem-profiles/artificial-intelligence/"
      ]
    }
  }]
}
Result: A prose paragraph you'd need to parse with another LLM call. Two generic citation URLs. No structured authority data, no authority ranks, no social profiles. And the names could be hallucinated.
Amygdala: authority index API
Request
curl "https://api.amygdala.eu/api/v1/index?query=AI+safety&limit=5" \
  -H "Authorization: Bearer amyg_..."
Response: ranked authorities
{
  "duration": 0.084,
  "results": [
    {
      "sdu": "2941...207",
      "name": "Stuart Russell",
      "rank": 1,
      "country_name": "United States",
      "topic": "AI Safety"
    },
    {
      "sdu": "1839...561",
      "name": "Paul Christiano",
      "rank": 2,
      "country_name": "United States",
      "topic": "AI Safety"
    }
  ]
}
Enrich with /detail
{
  "results": [{
    "name": "Stuart Russell",
    "bio": "Professor at UC Berkeley. Pioneer of AI safety research.",
    "country": "United States",
    "topics": ["AI Safety", "Machine Learning"],
    "socials": {
      "twitter":  { "handle": "@stuartjrussell", "followers": 52400 },
      "linkedin": { "handle": "stuart-russell-ai",  "followers": 18200 }
    }
  }]
}
Result: Structured JSON. Stuart Russell at rank 1, verified, with his social media handles and follower counts. Deterministic, zero hallucination, ready to use.

Pricing comparison

What one API call gives you.

Perplexity Sonar
$5/1K requests · $18/1K+ for Pro

$5/1K for search (raw results). Sonar Pro: $18/1K requests plus token costs. No free API tier.

Per result: LLM-generated prose with citation URLs. Non-deterministic output — the same query gives different answers. Hallucination risk on names and facts.

Amygdala
$25/1K searches

$50 in free credits on signup. No credit card required.

Per result: name, authority rank, country, verified social handles with follower counts, bio, peer network, authority score, and signal growth — structured JSON, deterministic, zero hallucination risk.

One search returns up to 25 complete authority profiles. To get equivalent verified data from Sonar, you'd need to parse prose, cross-reference sources, and manually assess each name's credibility.

Start free

When to use which

Use them together.

Use Perplexity Sonar when you need:
  • Quick AI-synthesised answers to questions
  • Consumer-facing conversational search
  • Prose summaries with inline citations
  • Rapid prototyping of answer-based features
Use Amygdala when you need:
  • Deterministic, structured authority data
  • Zero hallucination risk in your pipeline
  • Ranked, verified authorities
  • Social handle enrichment and peer mapping
  • GDPR-compliant authority data for EU products
  • MCP tools for Claude, Cursor, and AI agents
  • Authority attribution for AI-generated content

Use Sonar to generate a draft answer, Amygdala to ground it in verified authorities before showing it to users. Your LLM gets answers backed by real, ranked expertise rather than potentially hallucinated attributions.

Learn how authority-ranked data reduces LLM hallucinations →

Start with $50 in free credits

No credit card required. Full API access from day one.